System logic Abstract: differenze tra le versioni
Creata pagina con "{{main menu}} {{ArtBy| | autore = Gianni Frisardi | autore2 = Giorgio Cruccu | autore3 = Alice Bisirri | autore4 = Pier Paolo Valentini | autore5 = Flavio Frisardi | autore7 = Irene Minciacchi }} <div class="chapter-content"> '''Abstract:''' System Logic marks a shift in medical science when diagnosis must address living systems that are dynamic, layered, and only partially observable. This chapter explains why dentistry is being pushed toward System Logic by two conv..." |
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'''Abstract:''' This Open Access abstract introduces the conceptual transition from classical diagnostic reasoning to a “System Logic” approach in medicine and dentistry. The chapter argues that the historical reliance on either binary statements (true/false) or purely probabilistic statements (high likelihood) becomes fragile when clinical reality is complex, multi-layered, and time-dependent. To reduce differential diagnostic error, two pillars are proposed: (1) the disciplined use of clinical indices as objective reference points, and (2) a revised logic of medical language capable of representing uncertainty without collapsing into ambiguity. | |||
Clinical indices (constants, equations, scores, and laboratory composite measures) are useful because they transform heterogeneous observations into measurable, comparable outputs. However, the chapter highlights a critical limit: an index can be reliable inside its intended context yet misleading when exported beyond that context. Orthodontic indices such as PAR (Peer Assessment Rating) can quantify deviation from a “normal” occlusion model, but they cannot automatically validate a functional normocclusion, because function depends on hierarchical biological levels (neuromotor control, sensory feedback, adaptation, and systemic constraints). The chapter therefore uses orthodontics as an example of how “objective numbers” still require a correct definition of the system boundaries and observables. | |||
The second pillar concerns language itself. Classical logic is too rigid for living systems because it forces the clinician to decide as if reality were crisp, while many clinical predicates are gradual: pain intensity, dysfunction, fatigue, “almost normal” neuromotor patterns, partial recovery, early-stage pathology, and so on. Probabilistic reasoning improves flexibility but depends critically on the knowledge base available in that specific specialist context. For these reasons, the chapter connects medical reasoning to fuzzy logic as a bridge toward System Logic: uncertainty must be encoded formally, not hidden under vague wording. | |||
Systems Theory | System Logic is then anchored to Systems Theory (general system theory): a system is modeled through inputs, state variables, and measurable outputs evolving over time. In the masticatory field, this framework is made practical by moving from overused and often weak observables (e.g., interferential EMG patterns) toward system-level electrophysiological responses evoked by controlled triggers. Root-MEPs (trigeminal motor evoked potentials) are presented as an example of a system output that can reveal pathological restructuring earlier and more reliably than surface proxies. The chapter’s underlying message is clinical and ethical: when diagnostic uncertainty persists, the correct strategy is not to simplify reality, but to model it at the appropriate hierarchical level—so that early diagnosis becomes possible and preventable harm is reduced. | ||
[[File:Bilateral Root-MEPs.jpg|thumb|center|520px|alt=Bilateral Root-MEPs|'''Figure 1:''' Bilateral Root-MEPs as a system-output example: trigeminal motor responses evoked by a controlled trigger.]] | |||
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==Three questions (Open Access)== | |||
{{q2| | |||
'''Why are clinical indices necessary but also potentially misleading in dentistry?'''| | |||
Because an index can be valid inside its intended context (what it truly measures) but misleading when used to “prove” broader claims (e.g., equating alignment scores with functional normocclusion). The chapter insists that indices must match the correct system level and observables. | |||
}} | |||
{{q2| | |||
'''What is the limit of classical and probabilistic logic when applied to living systems?'''| | |||
Classical logic is too rigid (true/false) for gradual predicates; probabilistic logic depends strongly on the specialist knowledge base and can fail when contexts merge or when uncertainty is not purely stochastic. The chapter motivates a formal treatment of “elastic” clinical predicates and contextual knowledge. | |||
}} | |||
{{q2| | |||
'''Why are Root-MEPs presented as an example of System Logic applied clinically?'''| | |||
Because they treat the masticatory system as a real system with inputs (trigger) and outputs (latency/amplitude), allowing objective comparison across epochs and earlier detection of pathological restructuring than proxy observables such as interferential EMG. | |||
}} | |||
== | ==Access to full chapter== | ||
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* {{ | |||
* {{cita libro | autore = von Bertalanffy L | titolo = General System Theory: Foundations, Development, Applications | url = https://archive.org/details/generalsystemthe0000bert | anno = 1968 | editore = George Braziller | città = New York | ISBN = 978-0807604533 | DOI = 10.1001/archpsyc.1969.01740200123021 }} | |||
* {{cita libro | autore = Reaz MB | autore2 = Hussain MS | autore3 = Mohd-Yasin F | titolo = Techniques of EMG signal analysis: detection, processing, classification and applications (Correction) | url = https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1455479/pdf/bpo_v8_p11_m115.pdf | opera = Biol Proced Online | anno = 2006 | DOI = 10.1251/bpo115 | PMID = 16799694 | PMCID = PMC1455479 }} | * {{cita libro | autore = Reaz MB | autore2 = Hussain MS | autore3 = Mohd-Yasin F | titolo = Techniques of EMG signal analysis: detection, processing, classification and applications (Correction) | url = https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1455479/pdf/bpo_v8_p11_m115.pdf | opera = Biol Proced Online | anno = 2006 | DOI = 10.1251/bpo115 | PMID = 16799694 | PMCID = PMC1455479 }} | ||
* {{cita libro | autore = Masci C | autore2 = Ciarrocchi I | autore3 = Spadaro A | autore4 = Necozione S | autore5 = Marci MC | autore6 = Monaco A | titolo = Does orthodontic treatment provide a real functional improvement? A case control study | url = https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3827987/pdf/1472-6831-13-57.pdf | opera = BMC Oral Health | anno = 2013 | editore = BioMed Central Ltd | DOI = 10.1186/1472-6831-13-57 | PMID = 24152806 | PMCID = PMC3827987 | oaf = CC-BY 2 }} | * {{cita libro | autore = Masci C | autore2 = Ciarrocchi I | autore3 = Spadaro A | autore4 = Necozione S | autore5 = Marci MC | autore6 = Monaco A | titolo = Does orthodontic treatment provide a real functional improvement? A case control study | url = https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3827987/pdf/1472-6831-13-57.pdf | opera = BMC Oral Health | anno = 2013 | editore = BioMed Central Ltd | DOI = 10.1186/1472-6831-13-57 | PMID = 24152806 | PMCID = PMC3827987 | oaf = CC-BY 2 }} | ||
* {{cita libro | autore = Moazzam AA | autore2 = Habibian M | titolo = Patients appearing to dental professionals with orofacial pain arising from intracranial tumors: a literature review | url = https://pubmed.ncbi.nlm.nih.gov/23036798/ | opera = Oral Surg Oral Med Oral Pathol Oral Radiol | anno = 2012 | DOI = 10.1016/j.oooo.2012.06.017 | PMID = 23036798 }} | * {{cita libro | autore = Moazzam AA | autore2 = Habibian M | titolo = Patients appearing to dental professionals with orofacial pain arising from intracranial tumors: a literature review | url = https://pubmed.ncbi.nlm.nih.gov/23036798/ | opera = Oral Surg Oral Med Oral Pathol Oral Radiol | anno = 2012 | DOI = 10.1016/j.oooo.2012.06.017 | PMID = 23036798 }} | ||
{{ | * {{cita libro | autore = Merton PA | autore2 = Morton HB | titolo = Stimulation of the cerebral cortex in the intact human subject | url = https://www.nature.com/articles/285227a0.pdf | opera = Nature | anno = 1980 | editore = Springer Nature Limited | DOI = 10.1038/285227a0 | PMID = 7374773 }} | ||
* {{cita libro | autore = Cruccu G | autore2 = Berardelli A | autore3 = Inghilleri M | autore4 = Manfredi M | titolo = Functional organization of the trigeminal motor system in man. A neurophysiological study | url = https://academic.oup.com/brain/article-abstract/ | |||
Versione delle 09:22, 30 dic 2025
Abstract: This Open Access abstract introduces the conceptual transition from classical diagnostic reasoning to a “System Logic” approach in medicine and dentistry. The chapter argues that the historical reliance on either binary statements (true/false) or purely probabilistic statements (high likelihood) becomes fragile when clinical reality is complex, multi-layered, and time-dependent. To reduce differential diagnostic error, two pillars are proposed: (1) the disciplined use of clinical indices as objective reference points, and (2) a revised logic of medical language capable of representing uncertainty without collapsing into ambiguity.
Clinical indices (constants, equations, scores, and laboratory composite measures) are useful because they transform heterogeneous observations into measurable, comparable outputs. However, the chapter highlights a critical limit: an index can be reliable inside its intended context yet misleading when exported beyond that context. Orthodontic indices such as PAR (Peer Assessment Rating) can quantify deviation from a “normal” occlusion model, but they cannot automatically validate a functional normocclusion, because function depends on hierarchical biological levels (neuromotor control, sensory feedback, adaptation, and systemic constraints). The chapter therefore uses orthodontics as an example of how “objective numbers” still require a correct definition of the system boundaries and observables.
The second pillar concerns language itself. Classical logic is too rigid for living systems because it forces the clinician to decide as if reality were crisp, while many clinical predicates are gradual: pain intensity, dysfunction, fatigue, “almost normal” neuromotor patterns, partial recovery, early-stage pathology, and so on. Probabilistic reasoning improves flexibility but depends critically on the knowledge base available in that specific specialist context. For these reasons, the chapter connects medical reasoning to fuzzy logic as a bridge toward System Logic: uncertainty must be encoded formally, not hidden under vague wording.
System Logic is then anchored to Systems Theory (general system theory): a system is modeled through inputs, state variables, and measurable outputs evolving over time. In the masticatory field, this framework is made practical by moving from overused and often weak observables (e.g., interferential EMG patterns) toward system-level electrophysiological responses evoked by controlled triggers. Root-MEPs (trigeminal motor evoked potentials) are presented as an example of a system output that can reveal pathological restructuring earlier and more reliably than surface proxies. The chapter’s underlying message is clinical and ethical: when diagnostic uncertainty persists, the correct strategy is not to simplify reality, but to model it at the appropriate hierarchical level—so that early diagnosis becomes possible and preventable harm is reduced.

Three questions (Open Access)
(Because an index can be valid inside its intended context (what it truly measures) but misleading when used to “prove” broader claims (e.g., equating alignment scores with functional normocclusion). The chapter insists that indices must match the correct system level and observables.)
(Classical logic is too rigid (true/false) for gradual predicates; probabilistic logic depends strongly on the specialist knowledge base and can fail when contexts merge or when uncertainty is not purely stochastic. The chapter motivates a formal treatment of “elastic” clinical predicates and contextual knowledge.)
(Because they treat the masticatory system as a real system with inputs (trigger) and outputs (latency/amplitude), allowing objective comparison across epochs and earlier detection of pathological restructuring than proxy observables such as interferential EMG.)
Access to full chapter
To read the complete chapter (figures, formal models, and full clinical reasoning), please access via LinkedIn.
<a href="/oauth/linkedin-login.php?returnTo=/wiki/System_logic" style="display:inline-block; padding:10px 14px; border-radius:8px; text-decoration:none; font-weight:700; background:#0a66c2; color:#fff;"> Apply via LinkedIn </a>
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