{"id":"W2284488734","doi":"10.1097/qai.0000000000000947","title":"Trends in Serosorting and the Association With HIV/STI Risk Over Time Among Men Who Have Sex With Men","year":2016,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Medicine; Men who have sex with men; Condom; Demography; Population; Sexually transmitted disease; Human immunodeficiency virus (HIV); Gynecology; Virology; Environmental health; Syphilis","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":[0.0009811486,0.0001962285,0.0001910588,0.001559695,0.0004619032,0.0007442448,0.0004471749,0.0003951755,0.001717374],"category_scores_gemma":[0.002909766,0.0002397598,0.0004434274,0.00152615,0.0002798513,0.0007427298,0.0003850754,0.0006186332,0.0002086482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004709292,"about_ca_system_score_gemma":0.0003988527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152144,"about_ca_topic_score_gemma":0.02028585,"domain_scores_codex":[0.9995084,0.0001107759,0.00007885585,0.0001157503,0.0001042428,0.0000819627],"domain_scores_gemma":[0.9961597,0.0003891421,0.002450849,0.0001314025,0.0005424215,0.0003264818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002328364,0.00001665998,0.9986678,0.00001181546,0.00002936671,0.00001030957,0.00009940791,0.00002121935,0.00005463638,0.00001150412,0.00006596995,0.0009880745],"study_design_scores_gemma":[0.00000113044,0.0000279107,0.9993733,0.0000114162,0.00001284888,0.000059101,0.0001914474,0.0001215262,0.00004418805,0.000008630326,0.0001467281,0.000001845796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971765,0.0007005428,0.00007107453,0.0001315603,0.000008973234,0.00001518578,0.00113539,0.000008259675,0.0007526149],"genre_scores_gemma":[0.9986565,0.0003114318,0.0001294817,0.00003339027,0.00001565375,0.00001222122,0.0006797044,0.000002191581,0.0001594485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0152144,"threshold_uncertainty_score":0.03025168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008470523174327558,"score_gpt":0.2649300571188783,"score_spread":0.2564595339445508,"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."}}