{"id":"W4387236339","doi":"10.14740/jnr754","title":"Functional Neurological Disorder: Historical Trends and Urgent Directions","year":2023,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Medicine; Multidisciplinary approach; Epidemiology; Neurology; Protocol (science); Intensive care medicine; Psychiatry; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006305809,0.0000861299,0.0002656298,0.0008400998,0.0001639812,0.00001157667,0.00007454081,0.000100235,0.0003321113],"category_scores_gemma":[0.0004669743,0.00005915977,0.0001149151,0.0007727797,0.0001379916,0.00004449506,0.00006200295,0.0007020589,0.00004485038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003062491,"about_ca_system_score_gemma":0.00007262834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008477837,"about_ca_topic_score_gemma":0.000003474927,"domain_scores_codex":[0.9984865,0.0002470553,0.0002881674,0.0001829641,0.0004880508,0.0003072503],"domain_scores_gemma":[0.9989026,0.0004178163,0.0000914885,0.0001328768,0.0001618017,0.0002934037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00304874,0.001805429,0.7141117,0.00003210902,0.0002711765,0.002471259,0.0001798064,0.00001682797,0.0006009985,0.0003434319,0.2169453,0.06017325],"study_design_scores_gemma":[0.001618002,0.004175968,0.8253841,0.000009323448,0.0000290102,0.002011447,0.00001470602,0.0002773898,0.000002475134,0.001614576,0.1648252,0.00003779408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238614,0.0007543924,0.00001318696,0.07323124,0.0005683223,0.00006615846,0.000001371351,0.00002496819,0.001478968],"genre_scores_gemma":[0.9904963,0.002045806,0.00003707416,0.0006516251,0.0003112121,0.00001484142,0.000004364392,0.00001839742,0.006420326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112725,"threshold_uncertainty_score":0.3636386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182339233998507,"score_gpt":0.3860802917879309,"score_spread":0.2678463683880802,"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."}}