{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009080557,0.0005236449,0.0006292678,0.001498741,0.002562301,0.00171868,0.001973094,0.0005432376,0.003202576],"category_scores_gemma":[0.003101934,0.0004388342,0.0007277366,0.004077555,0.0007674419,0.0005354882,0.001510551,0.001531153,0.0003538081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03340489,"about_ca_system_score_gemma":0.03341592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970148,"about_ca_topic_score_gemma":0.9978045,"domain_scores_codex":[0.9986516,0.0001315035,0.000104757,0.0002357842,0.0004023655,0.0004740469],"domain_scores_gemma":[0.9956858,0.0001752025,0.0006249803,0.0001167782,0.002152112,0.001245251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006128504,0.00003466715,0.9926622,0.00003931721,0.00007731243,0.00005387095,0.0004111928,0.0002658861,0.00004271911,0.0001074656,0.002840177,0.003403894],"study_design_scores_gemma":[0.00001349173,0.00002225356,0.9967337,0.00008000352,0.00005159951,0.00005690471,0.001396264,0.0006278237,0.00004010943,0.00004175882,0.0009189676,0.000017292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970587,0.001893726,0.0002168941,0.001016722,0.00004518851,0.0001051893,0.02078486,0.00003805795,0.005312318],"genre_scores_gemma":[0.9933937,0.000713566,0.0001956303,0.0001483026,0.000007917732,0.00003257695,0.004511852,0.000007171892,0.0009891422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03340489,"threshold_uncertainty_score":0.2423705,"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."}}