{"id":"W2921092609","doi":"10.1097/olq.0000000000000995","title":"Characteristics of Gay, Bisexual and Other Men Who Have Sex With Men With Multiple Diagnoses of Infectious Syphilis in British Columbia, Canada, 2005–2014","year":2019,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Public Health Agency of Canada","funders":"","keywords":"Syphilis; Medicine; Population; Medical diagnosis; Men who have sex with men; Partner notification; Public health; Psychological intervention; Demography; Sexually transmitted disease; Family medicine; Psychiatry; Human immunodeficiency virus (HIV); Environmental health; Pathology","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":[0.0003712628,0.0003464677,0.0004378669,0.001840975,0.002977669,0.001146647,0.001360281,0.0004760056,0.003098646],"category_scores_gemma":[0.001562794,0.0003771148,0.0004252163,0.003607331,0.0007931227,0.000410737,0.0008061827,0.0008537621,0.0002974813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01221257,"about_ca_system_score_gemma":0.01488423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825798,"about_ca_topic_score_gemma":0.9900535,"domain_scores_codex":[0.9992297,0.00004093355,0.00006540183,0.0001422395,0.000285734,0.0002360526],"domain_scores_gemma":[0.9981229,0.00008852149,0.0004488159,0.00004449057,0.0006549486,0.0006403749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002780337,0.00002733736,0.9953591,0.00003838863,0.00003433107,0.0001121209,0.0004502596,0.00007153293,0.00005700878,0.00002861171,0.001580686,0.002212714],"study_design_scores_gemma":[0.000003081834,0.00001453692,0.9977536,0.00003840135,0.00001300042,0.0001242721,0.001282495,0.00009990797,0.00001782467,0.000008896297,0.0006365122,0.000007492733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834238,0.001445876,0.00008172759,0.0004422135,0.00002733532,0.00008759422,0.01087859,0.00001678708,0.003596003],"genre_scores_gemma":[0.9950426,0.0007058717,0.00009622976,0.0001628975,0.000009242193,0.0000323827,0.002868708,0.000005468815,0.001076542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01742017,"threshold_uncertainty_score":0.08860874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007957652988601028,"score_gpt":0.227821428900124,"score_spread":0.219863775911523,"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."}}