{"id":"W4324195720","doi":"10.1136/bmjopen-2022-066486","title":"Partner alcohol consumption and intimate partner violence among women in Papua New Guinea: a cross-sectional analysis of Demographic and Health Survey","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Domestic violence; Cross-sectional study; Odds ratio; Demography; Sexual violence; Logistic regression; Poison control; New guinea; Injury prevention; Alcohol consumption; Odds; Environmental health; Alcohol; Internal 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":[0.0008944605,0.0001970074,0.0002386384,0.0009062807,0.0003285191,0.0004219494,0.0004057148,0.0003238685,0.001047935],"category_scores_gemma":[0.002122174,0.000367633,0.0004363261,0.001275835,0.0002117181,0.0004544766,0.0005801423,0.0003542801,0.0001281973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479589,"about_ca_system_score_gemma":0.000511063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03640975,"about_ca_topic_score_gemma":0.03943238,"domain_scores_codex":[0.9996254,0.000136931,0.00004344508,0.0000626837,0.00006295689,0.00006850428],"domain_scores_gemma":[0.9992353,0.000131845,0.0004272202,0.00004375429,0.0000879591,0.00007392715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001364565,0.00001574239,0.9991873,0.00001628386,0.00006205869,0.00002540651,0.00008921405,0.00001697192,0.00003944276,0.000005050706,0.00003381617,0.0004950683],"study_design_scores_gemma":[0.000001636198,0.0000268001,0.9994875,0.00001165496,0.00002367264,0.00006142015,0.0002319412,0.00005158913,0.00001570271,0.00000402879,0.00008251581,0.00000142068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982627,0.0002908593,0.00006426792,0.00004848459,0.000005699404,0.00002138295,0.0009555503,0.000002474041,0.0003485036],"genre_scores_gemma":[0.9991374,0.0002152755,0.0001071768,0.00002769801,0.000004299061,0.00003127104,0.0003744173,9.464234e-7,0.0001015932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03640975,"threshold_uncertainty_score":0.07239562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025240451138627,"score_gpt":0.4911332478726779,"score_spread":0.2886092027588152,"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."}}