{"id":"W2087388407","doi":"10.3109/10826084.2013.778277","title":"Alcohol as a Trigger for Medical Emergencies","year":2013,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Victoria","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Medicine; Medical emergency; Emergency department; Alcohol consumption; Emergency medicine; Alcohol; Emergency medical services; Confidence interval; Injury prevention; Medical assessment; Occupational safety and health; Environmental health; Poison control; Psychiatry; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003383844,0.0001936262,0.0003663778,0.0001101633,0.000153763,0.00003260695,0.0001206948,0.0002092538,0.007021078],"category_scores_gemma":[0.001171213,0.0001577571,0.0001646373,0.0001803682,0.0001127497,0.0002306467,0.00001476896,0.0002504545,0.002055626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008314915,"about_ca_system_score_gemma":0.0003117002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001799514,"about_ca_topic_score_gemma":0.0001958087,"domain_scores_codex":[0.9981503,0.00004642442,0.0004002966,0.0003372618,0.000549446,0.0005162305],"domain_scores_gemma":[0.9981687,0.0003716308,0.00008950355,0.000399767,0.00032729,0.0006430802],"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":[0.002184187,0.001101318,0.116697,0.001767605,0.0004034713,0.0002776263,0.004414846,0.000001256242,0.02164599,0.008125238,0.8064749,0.03690651],"study_design_scores_gemma":[0.01701914,0.0009094267,0.1439557,0.0009247917,0.0002772616,0.0002298637,0.0005527363,0.001378252,0.007055037,0.001134414,0.8256966,0.0008667931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863353,0.001534212,0.0003585647,0.008342182,0.0004742465,0.001868366,0.000009933717,0.0001845567,0.0008926301],"genre_scores_gemma":[0.9552224,0.001674319,0.001550422,0.01290276,0.0004311142,0.0008996807,0.00004385647,0.0000708136,0.02720459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03603971,"threshold_uncertainty_score":0.9987214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385617752403981,"score_gpt":0.4091767269935568,"score_spread":0.2706149517531588,"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."}}