{"id":"W4389704222","doi":"10.1097/qad.0000000000003815","title":"The relationship between alcohol consumption and risk of HIV in married men in Sub-Saharan Africa","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Confounding; Demography; Medicine; Population; Consumption (sociology); Confidence interval; Environmental health; Relative risk; Incidence (geometry); Gerontology; 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":[0.0007756892,0.0001499829,0.0001743406,0.0005396836,0.0002917681,0.0003747429,0.0001954923,0.0001965476,0.0008244205],"category_scores_gemma":[0.003359221,0.0002340921,0.0002703866,0.0007581833,0.0002184261,0.0002699732,0.0004223358,0.0003115673,0.00006084959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919601,"about_ca_system_score_gemma":0.0001976892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009290721,"about_ca_topic_score_gemma":0.01046559,"domain_scores_codex":[0.9995362,0.0002588194,0.00004152912,0.00004723941,0.00006205354,0.00005411007],"domain_scores_gemma":[0.9990491,0.0002657147,0.0004787422,0.00003913462,0.00006249599,0.0001047331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000409283,0.00002132556,0.9974508,0.00001948165,0.00008943229,0.00005735026,0.0002531906,0.0000398575,0.00004607348,0.0000173244,0.00003519519,0.001929031],"study_design_scores_gemma":[0.000003132401,0.000058617,0.998862,0.00001817906,0.00004467992,0.000135916,0.0005347414,0.0001763497,0.00002341157,0.00002808596,0.00011285,0.000001962709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998938,0.0007484449,0.00004778547,0.00005851394,0.000003318671,0.000004593935,0.00007445675,8.920871e-7,0.0001238935],"genre_scores_gemma":[0.9996408,0.0002569248,0.00003439885,0.00001134639,0.000002643241,0.00000175272,0.00002271486,2.641461e-7,0.00002915186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009290721,"threshold_uncertainty_score":0.01847327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08810087956915402,"score_gpt":0.3638741600743282,"score_spread":0.2757732805051741,"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."}}