{"id":"W4407982726","doi":"10.1080/09687637.2025.2470129","title":"Barriers and facilitators to implementing a first managed alcohol program in Montreal, Canada","year":2025,"lang":"en","type":"article","venue":"Drugs Education Prevention and Policy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Indigenous; Psychological intervention; Alcohol; Political science; Environmental health; Gerontology; Psychology; Nursing; Medicine","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":[0.002410159,0.0002674573,0.000330956,0.0006557832,0.009340205,0.002417491,0.002377341,0.0005777518,0.004058358],"category_scores_gemma":[0.007184442,0.0002926569,0.0003085127,0.0009257408,0.002055141,0.0007466837,0.002633378,0.001222032,0.0001210504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07484182,"about_ca_system_score_gemma":0.2156337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912505,"about_ca_topic_score_gemma":0.9968063,"domain_scores_codex":[0.9970764,0.0005469123,0.00006483843,0.0001356229,0.0005048074,0.00167148],"domain_scores_gemma":[0.992161,0.0008682738,0.000581487,0.0001064154,0.001849505,0.004433375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005881401,0.002245023,0.5321423,0.001790819,0.0001616213,0.003578173,0.1578446,0.002077148,0.004971221,0.007443368,0.02963824,0.2575192],"study_design_scores_gemma":[0.00009320804,0.000651957,0.7795426,0.001302705,0.00008446664,0.0002362432,0.1700019,0.001413005,0.001022507,0.0004162704,0.04509849,0.0001367495],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726616,0.00115984,0.0003766504,0.01157213,0.00007447221,0.0006327995,0.000332025,0.00006863633,0.01312182],"genre_scores_gemma":[0.9934691,0.0008305681,0.0009601865,0.0008875921,0.00001377257,0.0001427403,0.0000994358,0.00001139115,0.003585255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07484182,"threshold_uncertainty_score":0.543018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670849036565494,"score_gpt":0.4328257372181131,"score_spread":0.4161172468524582,"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."}}