{"id":"W4414382128","doi":"10.1016/j.drugpo.2025.105014","title":"The impact of alcohol minimum pricing policies on vulnerable populations and health equity: A rapid review","year":2025,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; University of Victoria","funders":"Ministry of Health, British Columbia","keywords":"Harm; Purchasing; Public health; Harm reduction; Alcohol consumption; Alcohol use disorder; Health equity; Poison control; Unintended consequences","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008896063,0.001094413,0.00423089,0.011869,0.000577358,0.003639796,0.001916671,0.002386284,0.007285442],"category_scores_gemma":[0.04006474,0.0009001289,0.004687466,0.01044818,0.0007332105,0.004012801,0.002269852,0.002084773,0.0007817005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103344,"about_ca_system_score_gemma":0.01575699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007161178,"about_ca_topic_score_gemma":0.01448009,"domain_scores_codex":[0.9951764,0.00145105,0.001469666,0.0003656595,0.001297683,0.0002395148],"domain_scores_gemma":[0.9531269,0.03607138,0.004345023,0.0005190109,0.005496142,0.0004416263],"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":[0.0001204371,0.00002889155,0.00046298,0.6154928,0.002053983,0.000118017,0.0002401909,0.000263523,0.0002478525,0.002866592,0.0182286,0.3598762],"study_design_scores_gemma":[0.00005935572,0.0001150337,0.002154952,0.7802796,0.008922313,0.0002841666,0.0002576513,0.000129004,0.0001624927,0.00212432,0.2054694,0.00004170732],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001381908,0.9975606,0.0001216882,0.001064723,0.0002687179,0.00008268631,0.0002029743,0.000009205073,0.0005511729],"genre_scores_gemma":[0.001221888,0.9975552,0.000253257,0.000611799,0.0001215122,0.00007570428,0.00007281097,0.000003523432,0.00008437364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.011869,"threshold_uncertainty_score":0.04704744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010009250506626,"score_gpt":0.4719232744622889,"score_spread":0.3709223494116263,"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."}}