{"id":"W4387409984","doi":"10.1097/acm.0000000000005467","title":"Stigma Against Patients With Substance Use Disorders Among Health Care Professionals and Trainees and Stigma-Reducing Interventions: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Psychological intervention; Stigma (botany); Medicine; Inclusion (mineral); Intervention (counseling); Family medicine; Social stigma; Health care; Clinical psychology; Psychiatry; Psychology; Social psychology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110739,0.001574229,0.007708917,0.008996306,0.00103985,0.003147122,0.001715219,0.002367657,0.003048227],"category_scores_gemma":[0.06500511,0.001434531,0.007252141,0.008433911,0.001025579,0.002582918,0.001484844,0.001418299,0.0002223587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00463904,"about_ca_system_score_gemma":0.01850954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009732859,"about_ca_topic_score_gemma":0.02412392,"domain_scores_codex":[0.9896561,0.004484203,0.003117441,0.0006065859,0.001812425,0.0003232824],"domain_scores_gemma":[0.9478434,0.03994449,0.007503651,0.0005787983,0.003520763,0.0006089344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001731127,0.00003744274,0.001165326,0.9499392,0.007338502,0.0000839833,0.0004249241,0.00007375632,0.00008873273,0.0001509412,0.0008669761,0.03965722],"study_design_scores_gemma":[0.0002602351,0.0002384618,0.00556751,0.9391143,0.04494039,0.0003057337,0.0006557959,0.00008057027,0.0001689015,0.0001752356,0.008459435,0.00003339451],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002689878,0.995615,0.0001520927,0.0003411126,0.0001243828,0.0005850431,0.0001604682,0.000008318114,0.0003237624],"genre_scores_gemma":[0.02553033,0.9718868,0.0008393321,0.0004551216,0.00008919698,0.0009908376,0.0001134302,0.000003842695,0.00009109209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01110739,"threshold_uncertainty_score":0.05874217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373793286533112,"score_gpt":0.4769284417275015,"score_spread":0.3395491130741902,"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."}}