{"id":"W4412885489","doi":"10.1097/qad.0000000000004236","title":"Increase in heterosexual transmission of HIV in international Pacific Northwest region (United States and Canada)","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Government of Alberta; BC Centre for Disease Control","funders":"","keywords":"Syphilis; Human immunodeficiency virus (HIV); Demography; Transmission (telecommunications); Heterosexuality; Medicine; Environmental health; Geography; Political science; Homosexuality; Family medicine; Sociology; Law; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004721917,0.00005639551,0.0001275037,0.0002554328,0.000008683597,0.000003218839,0.00002466802,0.00002625695,0.00001291527],"category_scores_gemma":[0.00002197949,0.0000470491,0.00001166898,0.0001812438,0.00002111893,0.00002522484,0.000009901752,0.00004974559,1.277947e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000092922,"about_ca_system_score_gemma":0.00008878052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4698817,"about_ca_topic_score_gemma":0.3255983,"domain_scores_codex":[0.9995589,0.00002057247,0.0001468162,0.0001069376,0.00009902276,0.00006774399],"domain_scores_gemma":[0.9997738,0.00007150469,0.00002004033,0.00007092001,0.00002564065,0.0000380907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124117,0.0002238844,0.9890947,0.00002828065,0.00002135253,0.00009322407,0.0002421682,0.00001154458,0.00009507385,0.00009837724,0.0002970341,0.009681943],"study_design_scores_gemma":[0.002173103,0.0001191259,0.992749,0.0002340912,0.00001292698,0.000005387817,0.000598975,0.0004733732,0.0006815777,0.00006116067,0.002853903,0.00003731457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968616,0.0001871224,0.0000134662,0.002430995,0.0000341768,0.0001080167,0.00001468751,0.000003795166,0.0003461764],"genre_scores_gemma":[0.9990294,0.000328596,0.00006235499,0.000189758,0.000005531554,0.00001212935,0.0002378173,0.000003234729,0.0001311557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1442834,"threshold_uncertainty_score":0.6867077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056724191458722,"score_gpt":0.2510920522002407,"score_spread":0.2405248102856535,"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."}}