{"id":"W2899764268","doi":"10.1192/bjo.2018.66","title":"Work-related variables associated with perceptions of recovery-oriented care among Quebec mental health professionals","year":2018,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychology; Multidisciplinary approach; Bivariate analysis; Teamwork; Nursing; Applied psychology; Health care; Medicine; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001579337,0.0002077093,0.0001758414,0.0007432618,0.001842253,0.001205359,0.0005385698,0.0004551519,0.005275135],"category_scores_gemma":[0.006313246,0.0001732545,0.0002461927,0.0007227282,0.0008491781,0.0003708632,0.000884135,0.0006946169,0.0001499968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008760509,"about_ca_system_score_gemma":0.007848426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8498721,"about_ca_topic_score_gemma":0.9029877,"domain_scores_codex":[0.9991543,0.0002409212,0.00004272834,0.00007703669,0.0001808575,0.0003041826],"domain_scores_gemma":[0.9956352,0.001188209,0.001132305,0.0001055799,0.0007583683,0.001180313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003458156,0.00006054835,0.9899291,0.00002075837,0.00001699802,0.00003765863,0.004999007,0.00005781279,0.0001065312,0.00004384266,0.0005897419,0.004103499],"study_design_scores_gemma":[0.000003256196,0.00002881257,0.9931911,0.00003602846,0.000006140439,0.0000128638,0.006211387,0.0001721194,0.00001474995,0.0000129107,0.0003064675,0.000004295688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984934,0.00009706363,0.0000512857,0.0003987898,0.000004602114,0.0000188381,0.0001272926,0.000002149366,0.0008065773],"genre_scores_gemma":[0.9993457,0.0000604054,0.00007028927,0.00006069446,0.000002550174,0.00001306635,0.0001029612,8.825865e-7,0.0003433981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8498721,"threshold_uncertainty_score":0.302024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09727848986485196,"score_gpt":0.4385569962070203,"score_spread":0.3412785063421683,"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."}}