{"id":"W3180055094","doi":"10.1080/07448481.2021.1926265","title":"Racial, ethnic, and sex differences in heavy drinking and negative alcohol-related consequences in a national sample of NCAA student-athlete drinkers","year":2021,"lang":"en","type":"article","venue":"Journal of American College Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Athletes; Ethnic group; College health; Psychology; Pacific islanders; Demography; College athletics; Heavy drinking; African american; Suicide prevention; Sitting; Young adult; Multilevel model; Injury prevention; Clinical psychology; Poison control; Gerontology; Medicine; Environmental health; Physical therapy; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004496083,0.0001729936,0.0001895124,0.0006071925,0.0005957028,0.0004484372,0.0002476767,0.0002852606,0.001955112],"category_scores_gemma":[0.001405399,0.0002261151,0.0002212088,0.0004720731,0.0002588088,0.000262532,0.0003997432,0.0003249513,0.0002375211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881148,"about_ca_system_score_gemma":0.0003141159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730176,"about_ca_topic_score_gemma":0.03049715,"domain_scores_codex":[0.9997286,0.00007596805,0.00002969345,0.00004174202,0.00006515055,0.00005882842],"domain_scores_gemma":[0.9992772,0.000111103,0.0002785034,0.00004303702,0.0001010721,0.0001891582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002124358,0.00005882054,0.9991944,0.00000223957,0.00001925479,0.00001344134,0.0001537196,0.00000500825,0.0001212552,0.000004365787,0.00003476554,0.0003713845],"study_design_scores_gemma":[0.00000142414,0.00003193493,0.9993729,0.000001725561,0.000006063296,0.00005181242,0.0004320637,0.00003791426,0.00002339928,0.000004183529,0.00003589797,7.204123e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997739,0.00001472393,0.00001632508,0.000008367562,0.000001244928,0.000004301669,0.00005942962,5.328588e-7,0.0001212111],"genre_scores_gemma":[0.9995838,0.00002580771,0.00003867058,0.00001929965,0.000004237598,0.000008734072,0.0001812048,9.897043e-7,0.0001372766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730176,"threshold_uncertainty_score":0.03440213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124239456576159,"score_gpt":0.3654541857732135,"score_spread":0.3142117912074519,"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."}}