{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000677402,0.0002301632,0.000811149,0.00008915197,0.00003851815,0.00004165205,0.00008486536,0.00007814814,0.0002585039],"category_scores_gemma":[0.00004003936,0.0002386169,0.00003777933,0.0001514925,0.0001938981,0.00008443796,0.00001374005,0.000102795,8.809688e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009153975,"about_ca_system_score_gemma":0.0006210288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7809333,"about_ca_topic_score_gemma":0.9403253,"domain_scores_codex":[0.9982623,0.00006470727,0.0004266016,0.0004437263,0.0004576795,0.000344964],"domain_scores_gemma":[0.9987183,0.0003568545,0.0001751713,0.0003475304,0.0001334548,0.0002686646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003252873,0.001652771,0.9897059,0.0005844522,0.0004622013,0.0001996125,0.0004761355,0.00002013767,0.00009611708,0.000001814589,0.002503854,0.003971722],"study_design_scores_gemma":[0.0075725,0.001648454,0.9871426,0.0006080484,0.0004702658,0.00004028823,0.001439629,0.0002154201,0.0001724742,0.00000456869,0.0004209922,0.0002647639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951127,0.001001392,0.000008370371,0.00009638369,0.00001279627,0.001189677,0.001756471,0.00002862087,0.0007936059],"genre_scores_gemma":[0.9984176,0.0002525293,0.00002511624,0.00022353,0.00003224019,0.0001247995,0.000143233,0.00005820563,0.0007227942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159392,"threshold_uncertainty_score":0.9730514,"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."}}