{"id":"W2063560755","doi":"10.1111/add.12806","title":"Commentary on Pennay <i>et al</i> . (2015): Measuring the effects of alcohol mixed with energy drinks on intoxication with real‐world data","year":2015,"lang":"en","type":"letter","venue":"Addiction","topic":"Coffee research and impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Western University","funders":"Japan Agency for Medical Research and Development","keywords":"Alcohol intoxication; Alcohol; Environmental health; Harm; Injury prevention; Psychology; Poison control; Occupational safety and health; Human factors and ergonomics; Unit of alcohol; Psychomotor learning; Association (psychology); Energy (signal processing); Medicine; Alcohol consumption; Social psychology; Psychiatry; Cognition; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0185315,0.002568645,0.00391268,0.002561106,0.007214168,0.008256692,0.01161,0.08351209,0.01633099],"category_scores_gemma":[0.09825779,0.002030328,0.003958055,0.002491189,0.008076808,0.008677762,0.004684841,0.08099238,0.01835199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009428711,"about_ca_system_score_gemma":0.01240504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03555328,"about_ca_topic_score_gemma":0.03020541,"domain_scores_codex":[0.9863658,0.004158138,0.001945999,0.002091101,0.004224816,0.00121415],"domain_scores_gemma":[0.9428646,0.03389187,0.003446371,0.001840948,0.01360202,0.004354274],"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":[0.00002824949,0.000006627971,0.0000526927,0.0001197451,0.00001182996,0.00004788725,0.000081574,0.00001201809,0.00002140419,0.0003936288,0.9978096,0.001414755],"study_design_scores_gemma":[0.0001365468,0.00005662895,0.0007116629,0.002084057,0.00007338912,0.000310733,0.0005918704,0.0001880956,0.0002332737,0.004904497,0.9905866,0.0001227242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006135977,0.001972021,0.00008081497,0.9112784,0.08564203,0.00002832244,0.0002406211,0.00004741199,0.000649073],"genre_scores_gemma":[0.0004571296,0.0008359444,0.00008065374,0.9618622,0.03536582,0.00005582258,0.00003438677,0.00002758536,0.001280448],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08351209,"threshold_uncertainty_score":0.09800512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04930104480328743,"score_gpt":0.3183970767136444,"score_spread":0.269096031910357,"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."}}