{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017517,0.0002518075,0.001096282,0.000584245,0.001544241,0.00003620209,0.0002235958,0.0002928957,0.00024796],"category_scores_gemma":[0.00002086744,0.0001569654,0.0002869387,0.0003479491,0.00009090932,0.00009438021,0.00002793176,0.001021289,0.00002658293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709541,"about_ca_system_score_gemma":0.004254337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01095171,"about_ca_topic_score_gemma":0.4372784,"domain_scores_codex":[0.9969671,0.001021071,0.001186557,0.0001762434,0.0002088798,0.0004400985],"domain_scores_gemma":[0.9972548,0.0001789881,0.001359695,0.0002414461,0.00007991359,0.0008851475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005701618,0.00003402237,0.06094305,0.04960142,0.002085816,0.000008756691,0.003085321,0.000001233192,8.497486e-9,0.003057806,0.04485172,0.8362738],"study_design_scores_gemma":[0.0002775719,0.0002005803,0.0004736811,0.01348152,0.002586345,0.00006182153,0.0009071092,0.000003542559,1.827458e-9,0.001703404,0.9801139,0.0001905232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001076353,0.9912497,0.00001682589,0.0008587074,0.0051552,0.0007027792,0.0002061231,0.000003217998,0.0007310636],"genre_scores_gemma":[0.0002713545,0.9963698,0.0003614971,0.001428207,0.0007829978,0.00001883552,0.0001336706,0.00002646595,0.0006071509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9352622,"threshold_uncertainty_score":0.9997556,"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."}}