{"id":"W2117775582","doi":"10.1002/wps.20084","title":"Uses and abuses of recovery: implementing recovery-oriented practices in mental health systems","year":2014,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":925,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Programme Grants for Applied Research; King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Mental health; Empowerment; Psychological intervention; Mental illness; Medicine; Peer support; Nursing; Public relations; Psychology; Psychiatry; Political science","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":[0.05296602,0.0005122747,0.0004754589,0.002719462,0.0129447,0.01081656,0.002999611,0.002814324,0.002204397],"category_scores_gemma":[0.0635187,0.0006124889,0.000721306,0.00205708,0.03583905,0.01511333,0.02446439,0.004672677,0.0003071357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007880896,"about_ca_system_score_gemma":0.02871596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004708111,"about_ca_topic_score_gemma":0.009253668,"domain_scores_codex":[0.8746786,0.1124504,0.00214376,0.00171724,0.004444194,0.004565767],"domain_scores_gemma":[0.9569944,0.02639299,0.005683559,0.004827039,0.002260691,0.003841349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008116547,0.001006141,0.017267,0.00109067,0.00007279137,0.0004700542,0.6442775,0.001123956,0.0009880601,0.0829322,0.002952875,0.2477376],"study_design_scores_gemma":[0.000113487,0.0009688659,0.01857081,0.002324029,0.00007801246,0.0005964986,0.8753221,0.002364477,0.001611914,0.0530591,0.04488027,0.0001105018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590383,0.003843225,0.04813554,0.1056146,0.0002550163,0.001439382,0.00002414201,0.0002792935,0.08137042],"genre_scores_gemma":[0.982744,0.0009735206,0.01349307,0.001573266,0.00002192008,0.0003468607,0.000007670587,0.00001577992,0.0008238165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05296602,"threshold_uncertainty_score":0.2801144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120843553758844,"score_gpt":0.4409120440030246,"score_spread":0.3200684902441806,"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."}}