{"id":"W1991282956","doi":"10.3200/jach.55.3.141-155","title":"High-Risk Drinking Among College Fraternity Members: A National Perspective","year":2006,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Fraternity; Binge drinking; Medicine; Suicide prevention; Psychological intervention; Demography; Injury prevention; Environmental health; Poison control; Alcohol consumption; Human factors and ergonomics; Occupational safety and health; Psychology; Gerontology; Alcohol; Psychiatry","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":[0.0005191878,0.0001250896,0.000251993,0.001394521,0.001098241,0.0006643647,0.0002035805,0.0007624617,0.002643307],"category_scores_gemma":[0.0008629498,0.0001544252,0.0002560611,0.0008402774,0.000259591,0.0008858758,0.0004071374,0.0007789815,0.0002176496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187534,"about_ca_system_score_gemma":0.0007717156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0439816,"about_ca_topic_score_gemma":0.1668204,"domain_scores_codex":[0.999703,0.00008910624,0.00001819154,0.00003754868,0.00005444207,0.00009757999],"domain_scores_gemma":[0.9993051,0.00007810447,0.0001048474,0.00001967564,0.000150889,0.0003413427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004912756,0.0002123413,0.977367,0.00006076531,0.00004390259,0.0004001697,0.001601372,0.00004318392,0.0003815159,0.0002102515,0.002267073,0.01736334],"study_design_scores_gemma":[0.000003852716,0.0001034587,0.9925284,0.00008217683,0.00002950131,0.0005431479,0.00403393,0.00008380066,0.00006650194,0.00007854682,0.002439365,0.000007265409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852161,0.002551581,0.00008716543,0.004650974,0.00004582261,0.00001762706,0.0006182092,0.00000478437,0.006807647],"genre_scores_gemma":[0.9930072,0.004242765,0.0001793676,0.00119363,0.0001481053,0.0000162999,0.0004184218,0.00000240743,0.0007917984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0439816,"threshold_uncertainty_score":0.08745122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361761534167251,"score_gpt":0.2992888497955612,"score_spread":0.2856712344538887,"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."}}