{"id":"W4412425754","doi":"10.3390/brainsci15070747","title":"Redefining Clinical Perspectives on MCS: Toward an Evidence-Based, Multisystem Model. Comment on Jacques, L. Multiple Chemical Sensitivity: A Clinical Perspective. Brain Sci. 2024, 14, 1261","year":2025,"lang":"en","type":"letter","venue":"Brain Sciences","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Psychogenic disease; Multiple chemical sensitivity; Perspective (graphical); Sensitivity (control systems); Psychology; Neuroscience; Psychiatry; Computer science; Artificial intelligence; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02093785,0.001456825,0.004330824,0.001873904,0.006553356,0.006216603,0.005536989,0.08428683,0.005970774],"category_scores_gemma":[0.06316663,0.0014398,0.002611547,0.001761295,0.01491598,0.01587616,0.004723417,0.1063382,0.006807677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0109072,"about_ca_system_score_gemma":0.0121671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111179,"about_ca_topic_score_gemma":0.01802184,"domain_scores_codex":[0.9846257,0.005930759,0.002476187,0.001941224,0.004019249,0.001006924],"domain_scores_gemma":[0.9281777,0.05172933,0.003035167,0.001445663,0.01094812,0.004664015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000474431,0.00002184066,0.0002228238,0.0001449432,0.0000172882,0.0007541684,0.0001889235,0.00004413592,0.0000758349,0.005897203,0.9837812,0.008804094],"study_design_scores_gemma":[0.0003865373,0.000179264,0.001254423,0.002221351,0.00007865965,0.004149254,0.001107909,0.0006119307,0.0002645139,0.05672904,0.9328033,0.0002138603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004091672,0.003302481,0.00003790716,0.9892293,0.00709041,0.000002488703,0.00001298222,0.000007965969,0.0002755547],"genre_scores_gemma":[0.0008335199,0.001772625,0.00009691701,0.9609406,0.03591876,0.00001388846,0.00000956417,0.00000633282,0.0004077855],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08428683,"threshold_uncertainty_score":0.1107312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2237725934825321,"score_gpt":0.4503829493663031,"score_spread":0.2266103558837711,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}