{"id":"W4386608083","doi":"10.1007/s11469-023-01136-5","title":"A Cluster Randomized Controlled Trial Exploring Stigmatization and Recovery-Based Perspectives on Mental Illness and Substance Use Problems Among Primary Healthcare Providers in Toronto, Ontario","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health and Addiction","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Calgary; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Health psychology; Stigma (botany); Mental health; Public health; Psychological intervention; Intervention (counseling); Randomized controlled trial; Mental illness; Psychology; Health care; Psychiatry; Medicine; Social stigma; Substance use; Clinical psychology; Nursing; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002522745,0.0007996514,0.002037628,0.000393916,0.002153342,0.001162257,0.001075295,0.001279698,0.009923803],"category_scores_gemma":[0.006303223,0.0005775889,0.002086417,0.0009628389,0.001806823,0.0006925483,0.0009268086,0.001667263,0.0002541351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01411708,"about_ca_system_score_gemma":0.0271462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4810022,"about_ca_topic_score_gemma":0.7300119,"domain_scores_codex":[0.996549,0.001926142,0.0002746227,0.0004193983,0.0002756245,0.0005553263],"domain_scores_gemma":[0.9949629,0.001307181,0.001003871,0.0002654644,0.0004949956,0.001965527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9074002,0.01639653,0.01153936,0.005224683,0.004082831,0.0001333539,0.002560211,0.0007900035,0.00126311,0.0006934206,0.00408874,0.04582759],"study_design_scores_gemma":[0.8984655,0.05383188,0.04115333,0.0005599155,0.001875734,0.00002491581,0.001638219,0.0006490898,0.0001347689,0.0002331549,0.00138283,0.0000507266],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816444,0.003123854,0.0004181023,0.00112462,0.0003756383,0.009897695,0.001061512,0.0000601962,0.002293948],"genre_scores_gemma":[0.988567,0.001243897,0.001718365,0.0005486243,0.0001142908,0.00623366,0.0003122131,0.000005549031,0.00125639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4810022,"threshold_uncertainty_score":0.956405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03783465824541299,"score_gpt":0.3341630782480989,"score_spread":0.2963284200026859,"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."}}