{"id":"W4307852046","doi":"10.1001/jamanetworkopen.2022.39485","title":"Estimated Deaths Attributable to Excessive Alcohol Use Among US Adults Aged 20 to 64 Years, 2015 to 2019","year":2022,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Centers for Disease Control and Prevention; U.S. Department of Health and Human Services","keywords":"Medicine; Attributable risk; Population; Per capita; Demography; Alcohol; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00151352,0.0002899968,0.0007017166,0.0002011245,0.0004958328,0.0002837329,0.000638769,0.0001348287,0.002235664],"category_scores_gemma":[0.000491825,0.0003015978,0.0000822043,0.001234003,0.00002315284,0.0003346357,0.001554194,0.000616166,0.0019824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798206,"about_ca_system_score_gemma":0.0003306194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766157,"about_ca_topic_score_gemma":0.0008968226,"domain_scores_codex":[0.9967928,0.0004218473,0.0005034228,0.0007307166,0.0005875725,0.0009636189],"domain_scores_gemma":[0.9971889,0.0003081693,0.0001619897,0.0007798888,0.0002056467,0.001355405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002996934,0.0001019436,0.2516317,0.00003578337,0.00006019635,0.0003093388,0.0008752956,0.01503079,0.0001093388,0.00002085974,0.7262359,0.002591898],"study_design_scores_gemma":[0.003438128,0.0008040793,0.8142388,0.0006091046,0.00006504114,0.00003439284,0.00008526603,0.001165478,0.00002381968,0.000007757582,0.1792005,0.00032767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828504,0.0002691413,0.0001695753,0.008347042,0.0007646279,0.006595777,0.000181987,0.0001521129,0.0006693006],"genre_scores_gemma":[0.934584,0.00003537219,0.004953824,0.03977817,0.0006364097,0.001362477,0.0005580051,0.0001008809,0.01799087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.562607,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007218108565711,"score_gpt":0.395219568676958,"score_spread":0.2944977578203869,"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."}}