{"id":"W4388941579","doi":"10.2196/47354","title":"Integrated Alcohol Use and Sexual Assault Prevention Program for College Men Who Engage in Heavy Drinking: Randomized Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Motivational interviewing; Clinical psychology; Psychology; Randomized controlled trial; Intervention (counseling); Social norms approach; Poison control; Sexual assault; Suicide prevention; Psychological intervention; Medicine; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003177598,0.001317482,0.0022095,0.001170956,0.001038721,0.0007701075,0.001397763,0.001678761,0.009017139],"category_scores_gemma":[0.00344893,0.001006776,0.001436593,0.0008082407,0.001548359,0.00101746,0.001143499,0.001657661,0.0009238885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009675126,"about_ca_system_score_gemma":0.004454781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293939,"about_ca_topic_score_gemma":0.008763963,"domain_scores_codex":[0.9977239,0.001166146,0.0001963174,0.0002551555,0.0002191552,0.0004392457],"domain_scores_gemma":[0.9974976,0.0005824194,0.0003852973,0.0002939625,0.0003129551,0.0009277681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4613696,0.4655741,0.008294319,0.001203389,0.0007933383,0.0001548488,0.000607144,0.0006453707,0.004874814,0.0001603801,0.0007939839,0.0555288],"study_design_scores_gemma":[0.4723526,0.5143631,0.01121909,0.00005311585,0.0002940122,0.00002521156,0.0001855679,0.0003881525,0.0005621632,0.00007632418,0.0004661305,0.00001446396],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328367,0.0002640798,0.0008564704,0.0001391506,0.0001230809,0.0646293,0.0004685057,0.000104689,0.0005780169],"genre_scores_gemma":[0.9168714,0.0006863739,0.00599436,0.0004614539,0.0002615739,0.0738534,0.0005333608,0.00001693189,0.001321263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009017139,"threshold_uncertainty_score":0.03016531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2301891564041077,"score_gpt":0.4996975172382622,"score_spread":0.2695083608341545,"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."}}