{"id":"W2024758745","doi":"10.1521/psyc.2012.75.2.190","title":"Professional Competencies for Promoting Recovery in Mental Illness","year":2012,"lang":"en","type":"article","venue":"Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Mental illness; Perspective (graphical); Schizophrenia (object-oriented programming); Teamwork; Mental health; Service provider; Nursing; Service (business); Medical education; Clinical psychology; Medicine; Psychotherapist; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001206584,0.0001448496,0.0001991183,0.00009649213,0.0008305921,0.000002891169,0.0001180864,0.0001318149,0.0003174504],"category_scores_gemma":[0.00002328812,0.0001218401,0.00005932181,0.0001343933,0.00002176207,0.0002052134,0.00007402965,0.000335511,0.0001695602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214836,"about_ca_system_score_gemma":0.0003008473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008537051,"about_ca_topic_score_gemma":0.0003216751,"domain_scores_codex":[0.9978116,0.0002556212,0.0006189211,0.0001938428,0.0002185943,0.0009014109],"domain_scores_gemma":[0.9991543,0.0002081731,0.0002190172,0.0001584265,0.00003723003,0.0002228234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002119617,0.000539193,0.9696829,0.00207471,0.000007312452,6.524934e-8,0.01128663,3.211636e-7,0.00005596803,0.003987669,0.009302149,0.00285118],"study_design_scores_gemma":[0.01025308,0.00106262,0.4993581,0.008209661,0.0000392615,0.000004139633,0.1057172,0.0005269404,0.0002317059,0.01253174,0.3608315,0.001234115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666629,0.0008482686,0.00005302906,0.001520441,0.02398776,0.002838309,0.0001005359,0.0000506376,0.003938068],"genre_scores_gemma":[0.9824293,0.00003912536,0.007027828,0.00508129,0.001525045,0.001626482,0.0004463783,0.00003470553,0.001789802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4703248,"threshold_uncertainty_score":0.6388327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303531743694687,"score_gpt":0.4305873410427649,"score_spread":0.3002341666732962,"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."}}