{"id":"W4288682769","doi":"10.4088/jcp.lu21112ah1","title":"Patient Functioning and Life Engagement","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; University Health Network","funders":"","keywords":"Perspective (graphical); Psychology; Wish; Mental illness; Psychotherapist; Psychiatry; Mental health; Sociology","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":[0.006590559,0.000289189,0.0003941322,0.001085774,0.001082211,0.002553458,0.0005986368,0.001045758,0.005573008],"category_scores_gemma":[0.02711842,0.00009397637,0.0006062594,0.0008501302,0.001106343,0.001362737,0.003846907,0.002031454,0.000527794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380002,"about_ca_system_score_gemma":0.0009377662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000752924,"about_ca_topic_score_gemma":0.001616712,"domain_scores_codex":[0.9925026,0.004491122,0.0005511928,0.0003056032,0.001284717,0.0008647382],"domain_scores_gemma":[0.9861628,0.004615629,0.003574831,0.0004487151,0.001736204,0.003461737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002822507,0.0008409325,0.6609542,0.0006687736,0.0004663701,0.000539695,0.01891528,0.0005010584,0.0004465463,0.006178386,0.02159374,0.2886128],"study_design_scores_gemma":[0.00007092854,0.001098637,0.8667405,0.001329929,0.0001332005,0.002584689,0.0235085,0.0009659054,0.0003849781,0.01058569,0.09246675,0.0001302413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137574,0.009812334,0.003279528,0.05445568,0.0005894782,0.0002766429,0.001691173,0.00009171771,0.116046],"genre_scores_gemma":[0.9935272,0.001442492,0.0006336024,0.002140088,0.0001374281,0.00008448656,0.0003874893,0.000008983728,0.001638273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006590559,"threshold_uncertainty_score":0.03485465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3805349354048355,"score_gpt":0.5172127176508168,"score_spread":0.1366777822459813,"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."}}