{"id":"W2907539262","doi":"10.1503/cmaj.181008","title":"Social and medical models of disability and mental health: evolution and renewal","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Psychiatry; Term (time); Gerontology; Data science; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01826,0.0004778249,0.0005639741,0.00348222,0.01103164,0.01372503,0.002959715,0.0100556,0.004843024],"category_scores_gemma":[0.02788975,0.0003571419,0.0004756158,0.004067547,0.1226428,0.01304307,0.01043489,0.01636394,0.0003947609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02760765,"about_ca_system_score_gemma":0.0202471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09229089,"about_ca_topic_score_gemma":0.1197609,"domain_scores_codex":[0.9825068,0.008884164,0.0005530964,0.001071248,0.005373565,0.001611209],"domain_scores_gemma":[0.9609426,0.02651143,0.002766453,0.001825011,0.004871714,0.003082725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007136091,0.00001109226,0.0003835369,0.00003522735,0.000003563817,0.00003355051,0.01662792,0.00004499987,0.00001578048,0.9678637,0.01198239,0.00299119],"study_design_scores_gemma":[0.00004112927,0.00002538124,0.004483827,0.0009814634,0.00001387874,0.0002039868,0.06697408,0.0005577462,0.00009461369,0.581975,0.3445865,0.00006232043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01387661,0.008896177,0.002078345,0.8851191,0.001860156,0.00001182438,0.00005697561,0.00002006204,0.0880808],"genre_scores_gemma":[0.842499,0.01394014,0.001692245,0.1231854,0.008384352,0.00009973226,0.00007977234,0.00008174996,0.01003763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09229089,"threshold_uncertainty_score":0.2003084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07952469536867625,"score_gpt":0.3873957804788505,"score_spread":0.3078710851101743,"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."}}