{"id":"W2093756563","doi":"10.1136/ebn.6.3.90","title":"Review: involvement of former or current users of mental health services may improve outcomes in patients with severe mental illness","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"CINAHL; Mental health; Medicine; Web of science; PsycINFO; Psychiatry; MEDLINE; Internal medicine; Meta-analysis; Biology","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":[0.006901566,0.001189397,0.006562701,0.005010175,0.000664175,0.002706687,0.001506337,0.002197101,0.009844961],"category_scores_gemma":[0.05055799,0.0007487487,0.004581445,0.008335775,0.0009207047,0.002307515,0.001130634,0.00183394,0.000664822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003119279,"about_ca_system_score_gemma":0.007207778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008236866,"about_ca_topic_score_gemma":0.0229279,"domain_scores_codex":[0.9905953,0.004880239,0.002087823,0.0005333801,0.001725782,0.0001775205],"domain_scores_gemma":[0.9673451,0.02533877,0.00495172,0.0003037832,0.001672495,0.0003880892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004324877,0.00003035404,0.001094082,0.9093245,0.006840627,0.0001039833,0.0002854356,0.00008256027,0.00008102474,0.0002152916,0.01111849,0.07039124],"study_design_scores_gemma":[0.0009820026,0.0004942264,0.01349391,0.8849343,0.05215002,0.0005197407,0.0004194515,0.0001091958,0.0001403875,0.0004857048,0.04621543,0.00005570766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0007566024,0.9968241,0.00006613167,0.0007153646,0.0003100397,0.0004253906,0.000364156,0.000009998816,0.0005281789],"genre_scores_gemma":[0.01408128,0.9834991,0.0002790488,0.0009470375,0.0002549708,0.000526217,0.0001845883,0.000005081699,0.0002227049],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009844961,"threshold_uncertainty_score":0.03649938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151126645259181,"score_gpt":0.4162789894056018,"score_spread":0.3011663248796837,"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."}}