{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004329857,0.000199974,0.0001712736,0.001342616,0.001541638,0.001576216,0.0006537249,0.0004086395,0.003250144],"category_scores_gemma":[0.001510667,0.0001531776,0.0004734263,0.002896774,0.0003345786,0.0004208367,0.0007565716,0.001082907,0.0002413234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01438626,"about_ca_system_score_gemma":0.0256709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988537,"about_ca_topic_score_gemma":0.9920908,"domain_scores_codex":[0.9992774,0.00004336407,0.00002912103,0.00008575562,0.0003261912,0.0002382321],"domain_scores_gemma":[0.998486,0.00004610868,0.0002026305,0.00002818669,0.0008369971,0.0004002095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006616335,0.00004610857,0.9530122,0.00008196695,0.0001067906,0.0002480902,0.0005337561,0.000329182,0.0003250671,0.0007976771,0.01190042,0.03255259],"study_design_scores_gemma":[0.000004422535,0.00001152586,0.9886116,0.00006748138,0.00003679481,0.0002173926,0.001110815,0.0003010456,0.0003141654,0.00006870027,0.009244861,0.00001099032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077243,0.006233874,0.0009239715,0.005620787,0.0001759644,0.0001581914,0.03836999,0.0001779178,0.04061502],"genre_scores_gemma":[0.9752405,0.005416907,0.00133049,0.001435563,0.00005212772,0.00004872926,0.008323042,0.00002720949,0.008125491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01438626,"threshold_uncertainty_score":0.1043801,"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."}}