{"id":"W2324501000","doi":"10.1037/h0094985","title":"Psychiatric rehabilitation education for physicians.","year":2013,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychosocial; Certification; Rehabilitation; Mental health; Medical education; Nursing; Medicine; Psychology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001984243,0.0002667968,0.0003431236,0.0006433121,0.001947552,0.0000485888,0.0002553174,0.0002022415,0.0008826557],"category_scores_gemma":[0.0006202933,0.0002396283,0.0003104309,0.000821128,0.00006402475,0.0007227336,0.00002311728,0.0006664529,0.0008913224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006006113,"about_ca_system_score_gemma":0.001072758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001389585,"about_ca_topic_score_gemma":0.00002690527,"domain_scores_codex":[0.9954656,0.0009555973,0.001843944,0.0004323484,0.0005508325,0.00075171],"domain_scores_gemma":[0.9940653,0.002591335,0.001163125,0.0004021515,0.001375554,0.0004025786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002403872,0.001278573,0.386619,0.002651379,0.00002866329,3.391147e-8,0.008792042,0.00003210206,0.00005248893,0.01002378,0.4678289,0.1224527],"study_design_scores_gemma":[0.005549112,0.006462796,0.4126847,0.0007358846,0.0001201095,0.000005647999,0.04424552,0.0007433525,0.000002517203,0.3130515,0.2157276,0.0006712803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9088234,0.001414296,0.009523685,0.03726413,0.02208393,0.01048736,0.00003922246,0.0001447396,0.01021919],"genre_scores_gemma":[0.6208053,0.0001932039,0.3518193,0.01030149,0.006470402,0.006920825,0.0003588819,0.0001182912,0.003012227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422956,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969652969703741,"score_gpt":0.4125438079525776,"score_spread":0.3628472782555401,"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."}}