{"id":"W4399097455","doi":"10.1111/dar.13881","title":"The impacts of alcohol marketing and advertising, and the alcohol industry's views on marketing regulations: Systematic reviews of systematic reviews","year":2024,"lang":"en","type":"review","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Health Canada","keywords":"Marketing; Business; Advertising; Alcohol industry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03318963,0.001246659,0.01353141,0.0002633487,0.0003278267,0.0001339499,0.0004029663,0.0003532848,0.00002923518],"category_scores_gemma":[0.01513545,0.0004871615,0.00171097,0.0009896817,0.0004735327,0.0001356877,0.0002103604,0.001035857,0.00003287615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196274,"about_ca_system_score_gemma":0.0001444292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008111636,"about_ca_topic_score_gemma":0.0000123301,"domain_scores_codex":[0.9821207,0.009405444,0.006379571,0.0008533522,0.0007158782,0.0005250865],"domain_scores_gemma":[0.9807442,0.01183864,0.005182141,0.001817297,0.0001703201,0.0002474273],"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":[0.00003598045,0.00002172389,0.00005460689,0.8664959,0.0007317796,0.00001010412,0.0002241777,6.82918e-9,2.435302e-7,0.00014033,0.002617786,0.1296674],"study_design_scores_gemma":[0.0008325665,0.00003112288,0.00002821401,0.7985379,0.02645255,0.0003613065,0.000142661,0.000008173152,3.971646e-7,0.00001751962,0.1732702,0.0003174234],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009393885,0.9678841,5.309517e-7,0.000485819,0.0001906912,0.03046114,0.00001158305,0.00003575099,0.0008364744],"genre_scores_gemma":[0.0001446864,0.9944212,0.00008566343,0.0003719144,0.0001208488,0.002842963,0.00002650153,0.0001076495,0.001878549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1706524,"threshold_uncertainty_score":0.999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143209027508854,"score_gpt":0.3920604854257505,"score_spread":0.2777395826748651,"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."}}