{"id":"W2082226597","doi":"10.1136/ip.2011.031724","title":"Alcohol-induced memory blackouts as an indicator of injury risk among college drinkers","year":2011,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Injury prevention; Poison control; Blackout; Medicine; Occupational safety and health; Recall; Suicide prevention; Human factors and ergonomics; Intervention (counseling); Odds ratio; Alcohol; Psychology; Clinical psychology; Psychiatry; Environmental health; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003958873,0.0002232314,0.000407182,0.0002884749,0.00007869063,0.000005686022,0.0001395395,0.0001966391,0.001067865],"category_scores_gemma":[0.00006527843,0.0001971395,0.0002357137,0.0002714247,0.0001068065,0.0003749673,0.00003353896,0.0002016898,0.0001751658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009662853,"about_ca_system_score_gemma":0.0001193351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009028655,"about_ca_topic_score_gemma":0.00009231902,"domain_scores_codex":[0.9984109,0.0001509821,0.0004691351,0.0003583078,0.0003496159,0.000261106],"domain_scores_gemma":[0.9987558,0.00002750993,0.0003926706,0.0005522286,0.00007862875,0.0001932123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001851524,0.001076992,0.9684763,0.00003427706,0.0004889017,0.00004093573,0.003633746,7.169745e-8,0.008883803,0.0002314032,0.0008402049,0.01444185],"study_design_scores_gemma":[0.002805884,0.001985355,0.7335442,0.0001596552,0.0006649162,0.000006538333,0.001547453,0.000007904922,0.2573006,0.001704024,0.00005401879,0.0002195046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942211,0.00005487666,0.00001143533,0.00001862762,0.000291153,0.0008227934,0.00001613465,0.0001339533,0.004429948],"genre_scores_gemma":[0.9970351,0.00007202091,0.000552532,0.00005847009,0.00008767329,0.00005039348,0.00004159541,0.00003969214,0.002062457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484168,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236326981552018,"score_gpt":0.3143671771507385,"score_spread":0.2820039073352183,"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."}}