{"id":"W4409870652","doi":"10.1136/bmj.r672","title":"Could alcohol warning labels work in Canada?","year":2025,"lang":"en","type":"article","venue":"BMJ","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Work (physics); Data science; Alcohol; World Wide Web; Chemistry; Engineering","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":[0.006795189,0.0004919082,0.0007084376,0.00158876,0.0113077,0.006348681,0.002699323,0.01059929,0.02343998],"category_scores_gemma":[0.04225242,0.0006110254,0.001590597,0.002585286,0.00595369,0.002724729,0.002480817,0.008961826,0.002045391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0762898,"about_ca_system_score_gemma":0.2420034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990717,"about_ca_topic_score_gemma":0.9952448,"domain_scores_codex":[0.9903115,0.001390759,0.0003579016,0.0007259018,0.003691739,0.003522061],"domain_scores_gemma":[0.9648645,0.005080767,0.002806705,0.0009381192,0.01546567,0.01084421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005618992,0.0002905939,0.1151728,0.0007164587,0.000233027,0.001066235,0.002590133,0.0005779604,0.0005125469,0.03004469,0.7038201,0.1444136],"study_design_scores_gemma":[0.0006275431,0.0003018756,0.2108774,0.003569553,0.0008655334,0.0006491333,0.0117016,0.001747546,0.002032336,0.01875181,0.748325,0.0005506896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0158786,0.007765544,0.0003491818,0.9334779,0.003449127,0.00006098274,0.001551577,0.0001065699,0.03736052],"genre_scores_gemma":[0.3973815,0.02687063,0.002507468,0.5183331,0.00406509,0.000158344,0.001699811,0.0002777468,0.04870639],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0762898,"threshold_uncertainty_score":0.5535238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035856789528163,"score_gpt":0.3225735613588139,"score_spread":0.2922149934635323,"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."}}