{"id":"W3164774309","doi":"10.1097/olq.0000000000001477","title":"Population-Level Outcomes of Partner Notification Among Gay, Bisexual, and Other Men Who Report Sex With Men Diagnosed With Infectious Syphilis in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Syphilis; Medicine; Partner notification; Men who have sex with men; Public health; Chlamydia; Demography; Population; Context (archaeology); Gynecology; Family medicine; Environmental health; Immunology; Human immunodeficiency virus (HIV); Nursing","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":[0.00008236158,0.0002135674,0.0006570145,0.00007039231,0.00008952322,0.00009428283,0.00005405292,0.00007548591,0.0001377176],"category_scores_gemma":[0.0000964245,0.0002231801,0.00004033726,0.0003845089,0.0001266287,0.0001260417,0.0000099502,0.00009355277,2.489606e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345391,"about_ca_system_score_gemma":0.0007275837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8879274,"about_ca_topic_score_gemma":0.9860821,"domain_scores_codex":[0.998013,0.00008517437,0.0005064033,0.0005816571,0.0005405887,0.0002732316],"domain_scores_gemma":[0.9986834,0.0002318799,0.0001772583,0.0004435393,0.0002068186,0.0002571227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005224022,0.001043139,0.9907907,0.0001739626,0.0005377919,0.002405924,0.0003396018,0.00006210386,0.00001998374,0.000004062087,0.001110876,0.003459651],"study_design_scores_gemma":[0.004183365,0.000277191,0.9925263,0.0002793477,0.00059043,0.0001446579,0.001450684,0.00007078344,0.00006187634,0.00001688107,0.0001356061,0.0002628862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971715,0.0006793058,0.00002656584,0.0003317338,0.00001824052,0.0008429033,0.0004473623,0.00005051634,0.0004318423],"genre_scores_gemma":[0.9974926,0.00006990929,0.00006260721,0.0003083002,0.00002581343,0.0002880342,0.000634171,0.00005309524,0.001065502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09815475,"threshold_uncertainty_score":0.910102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095729978434742,"score_gpt":0.2694612551858276,"score_spread":0.2485039554014802,"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."}}