{"id":"W2167927539","doi":"10.1086/598997","title":"A Population‐Based Study of Infectious Syphilis Rediagnosis in British Columbia, 1995–2005","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Syphilis; Virology; Population; Family medicine; Environmental health; Human immunodeficiency virus (HIV)","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":[0.0004559652,0.0003654111,0.000470491,0.001417075,0.002412079,0.001130033,0.001262358,0.0004254038,0.001948753],"category_scores_gemma":[0.001399433,0.0004835738,0.0002854719,0.003892984,0.0004851234,0.0003011651,0.000613021,0.0006980398,0.0004462758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461695,"about_ca_system_score_gemma":0.01529009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989311,"about_ca_topic_score_gemma":0.9941203,"domain_scores_codex":[0.9992617,0.00005679883,0.00005732659,0.0001467478,0.0002737445,0.0002037803],"domain_scores_gemma":[0.9987593,0.00004897531,0.0001908809,0.00005146999,0.000657321,0.000292078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000598412,0.00007219885,0.9887407,0.00008090517,0.00006949338,0.0002837966,0.001204514,0.00008939284,0.0002908998,0.0000437535,0.003123127,0.00594146],"study_design_scores_gemma":[0.000006991885,0.00001753853,0.9978439,0.00003228901,0.00001928376,0.00009400363,0.0007390501,0.0001017644,0.00002165951,0.000007396976,0.001110203,0.000006000123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858621,0.001054736,0.000172676,0.0003044091,0.00002269717,0.0001613213,0.008931316,0.00002106119,0.003469656],"genre_scores_gemma":[0.9945278,0.0006147842,0.0002244698,0.0002075743,0.000007162285,0.00006722908,0.002597704,0.000004816838,0.00174859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461695,"threshold_uncertainty_score":0.1060539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246927358940055,"score_gpt":0.3565034559450629,"score_spread":0.3240341823556623,"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."}}