{"id":"W4389150998","doi":"10.20944/preprints202311.1606.v1","title":"Associations between Gender Expression, Protective Coping Strategies, Alcohol Saliency, and High-Risk Alcohol Use in Post-Secondary Students at Two Canadian Universities","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta; University of Calgary","funders":"","keywords":"Alcohol; Psychological intervention; Coping (psychology); Clinical psychology; Multivariate analysis; Male gender; Psychology; Heavy drinking; Environmental health; Medicine; Human factors and ergonomics; Demography; Poison control; Psychiatry; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041327,0.0004388612,0.0004449034,0.001397095,0.004888703,0.001536701,0.0008829302,0.0004556912,0.002902654],"category_scores_gemma":[0.002424486,0.0002437076,0.0004523322,0.00184132,0.001373066,0.0002606977,0.001203356,0.0008367519,0.0001887032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01952164,"about_ca_system_score_gemma":0.03815554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9733948,"about_ca_topic_score_gemma":0.98952,"domain_scores_codex":[0.9990557,0.00007003846,0.00002618414,0.00008874469,0.0003075858,0.0004516849],"domain_scores_gemma":[0.9978306,0.0001277333,0.0003678191,0.00004437361,0.0006522626,0.0009773549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059073,0.0001337075,0.9832183,0.00004697106,0.00002489386,0.00006215265,0.007296508,0.00003174065,0.0004117894,0.0001674917,0.0007534958,0.007747059],"study_design_scores_gemma":[0.000003650505,0.00003428507,0.9918824,0.00002659547,0.0000119888,0.00001744496,0.007183352,0.00005101581,0.00007631754,0.00003181288,0.00067144,0.000009739779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979189,0.0001727621,0.00004766321,0.0002471998,0.00001127918,0.00003007294,0.0002964152,0.000002958377,0.001272791],"genre_scores_gemma":[0.9985233,0.0001780639,0.00009796125,0.00006729407,0.000004827697,0.00001474345,0.0001724477,0.000001776158,0.0009394988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660525,"threshold_uncertainty_score":0.1416401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16399448740957,"score_gpt":0.3754405962135169,"score_spread":0.2114461088039469,"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."}}