{"id":"W4390743947","doi":"10.15288/jsad.23-00241","title":"Canada's Alcohol Deficit, 2007–2020: Social Cost, Public Revenue, Magnitudes of Alcohol Use, and the Per-Drink Net Deficit for a Fourteen-Year Period","year":2024,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction; University of Victoria","funders":"","keywords":"Revenue; Alcohol; Poison control; Drunk drivers; Injury prevention; Medicine; Demography; Environmental health; Drunk driving; Business; Sociology; Finance; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006946136,0.0003015787,0.0009414834,0.0001635842,0.0003194344,0.0001109394,0.0001143607,0.0000842595,0.00002424881],"category_scores_gemma":[0.0003867227,0.0001752281,0.0002872495,0.0002059726,0.0003479181,0.0001859749,0.00006106779,0.0003255193,0.000002105091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894785,"about_ca_system_score_gemma":0.0004185388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386896,"about_ca_topic_score_gemma":0.01184367,"domain_scores_codex":[0.9981087,0.00007480524,0.0006695861,0.0002571319,0.0005356494,0.000354148],"domain_scores_gemma":[0.9980319,0.0008940403,0.0003240807,0.0001505558,0.0004593596,0.0001400472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01421009,0.0008634658,0.4378086,0.002842678,0.02058345,0.001611717,0.04717074,0.00002458311,0.0006546964,0.02247634,0.4094469,0.0423067],"study_design_scores_gemma":[0.1083828,0.004174804,0.469449,0.00589518,0.0130272,0.002841312,0.1419563,0.0003790241,0.0007073494,0.0028729,0.2482833,0.002030819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466393,0.03236647,0.0000055222,0.01918888,0.0005741906,0.0007142539,0.00007284898,0.00001588517,0.0004226183],"genre_scores_gemma":[0.9903811,0.006349131,0.0002847475,0.00102723,0.0006169662,0.00004391586,0.000005513153,0.00003616815,0.001255203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611636,"threshold_uncertainty_score":0.7145595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06209994864718045,"score_gpt":0.3200627761597353,"score_spread":0.2579628275125548,"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."}}