{"id":"W34826803","doi":"10.1177/070674371405900502","title":"Recovery and Severe Mental Illness: Description and Analysis","year":2014,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":321,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental illness; Psychology; Psychiatry; Medicine; Mental health; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00269224,0.0004382567,0.0003807803,0.00552969,0.003132645,0.004778688,0.001045269,0.0009479613,0.005513244],"category_scores_gemma":[0.005153337,0.0002053771,0.000609019,0.01059145,0.005945878,0.003919144,0.004342141,0.001661184,0.000519217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009285837,"about_ca_system_score_gemma":0.008118386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04220432,"about_ca_topic_score_gemma":0.0362209,"domain_scores_codex":[0.9980978,0.0008867403,0.0001707629,0.0001184201,0.0003961231,0.0003301441],"domain_scores_gemma":[0.9975359,0.001492455,0.0003454452,0.0001141745,0.0003499805,0.0001620404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105962,0.0001267274,0.02002318,0.002322757,0.00002935904,0.00345798,0.2823778,0.0009977667,0.0009441829,0.4897822,0.03905452,0.1607729],"study_design_scores_gemma":[0.000008936047,0.00006874868,0.03444933,0.003200043,0.00002960411,0.0047894,0.4188117,0.001513553,0.0004714603,0.06709693,0.4694755,0.00008473476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4218646,0.1215078,0.06878193,0.05935115,0.001253099,0.00258486,0.006956203,0.0002664397,0.317434],"genre_scores_gemma":[0.8689202,0.06058995,0.02485567,0.003494317,0.0004259679,0.002045065,0.004354641,0.0002283007,0.03508587],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04220432,"threshold_uncertainty_score":0.08391732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492026232171484,"score_gpt":0.402254557077841,"score_spread":0.2530519338606926,"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."}}