{"id":"W4385258414","doi":"10.1101/2023.07.24.23293112","title":"Prevalence, determinants, and trends in the experience and perpetration of intimate partner violence among a cohort of gay, bisexual, and other men who have sex with men in Montréal, Toronto, and Vancouver, Canada (2017-2022)","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; Canadian AIDS Treatment Information Exchange; St. Paul's Hospital; Public Health Ontario; University of Guelph; McGill University Health Centre; University of Toronto; Toronto Metropolitan University; University of Victoria; McGill University","funders":"Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Domestic violence; Demography; Longitudinal study; Cohort; Psychology; Medicine; Generalized estimating equation; Poison control; Injury prevention; Sociology; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006574594,0.000432793,0.0004180667,0.001494487,0.002048153,0.001768353,0.001608826,0.0004783741,0.00177543],"category_scores_gemma":[0.001703172,0.000647892,0.0006707509,0.003227808,0.0008367702,0.0005181,0.001605081,0.0008926143,0.0002763317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01168846,"about_ca_system_score_gemma":0.01096022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867634,"about_ca_topic_score_gemma":0.9903134,"domain_scores_codex":[0.9990822,0.00008962557,0.00006434087,0.0002061792,0.0002456852,0.0003119064],"domain_scores_gemma":[0.9977284,0.00007256294,0.0006052079,0.0001097934,0.0008687568,0.0006154189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001713584,0.0000109261,0.9977334,0.00001931247,0.00004449582,0.00003225746,0.0005016506,0.00003717399,0.0000587955,0.00002560668,0.0004847335,0.001034445],"study_design_scores_gemma":[0.000002783969,0.00001227396,0.9978077,0.00002851988,0.00001904394,0.00004709871,0.001567566,0.0001042027,0.00002297381,0.000007280506,0.0003740501,0.00000639607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889336,0.0007602451,0.0001288025,0.0001991945,0.00001341138,0.00005310737,0.009055736,0.00001222997,0.0008435727],"genre_scores_gemma":[0.993759,0.0007531996,0.0001645694,0.00008326043,0.00001015508,0.00004477817,0.004267544,0.000006365551,0.0009109691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323658,"threshold_uncertainty_score":0.0848062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916583618825621,"score_gpt":0.3207567784904785,"score_spread":0.2915909423022223,"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."}}