{"id":"W2324368427","doi":"10.1136/sextrans-2011-050119.12","title":"LBP-1.06 Infectious syphilis in New Brunswick: using data for action in a small Canadian province","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of New Brunswick; Health Canada; Public Health Agency of Canada","funders":"","keywords":"Syphilis; Medicine; Outbreak; Public health; Incidence (geometry); Epidemiology; Population; Demography; Environmental health; Family medicine; Virology; Internal medicine; Human immunodeficiency virus (HIV); 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002568942,0.0002658432,0.0003746209,0.0008991672,0.0001448628,0.0000317805,0.0001478516,0.0002220633,0.0001230863],"category_scores_gemma":[0.0001521285,0.0002701506,0.0000810326,0.0008069621,0.00004874676,0.0003400056,0.00002075911,0.0003206575,0.00001606188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007149911,"about_ca_system_score_gemma":0.005170711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7739408,"about_ca_topic_score_gemma":0.9894326,"domain_scores_codex":[0.9982455,0.00006003478,0.0004573322,0.0005938348,0.0001059986,0.0005372787],"domain_scores_gemma":[0.9986983,0.0001199411,0.00007223499,0.000670434,0.00008292299,0.0003561599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000091083,0.002111821,0.9744951,0.0001383713,0.0002000636,0.00009096944,0.001760841,0.0001299227,0.0003241033,0.001010398,0.0004110281,0.0192363],"study_design_scores_gemma":[0.007632796,0.001197433,0.9704844,0.0003516684,0.0004496732,0.0002494369,0.000441641,0.003055702,0.0004431603,0.0007357378,0.01444579,0.0005126145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909207,0.0002484943,0.003601298,0.0006235158,0.0003271557,0.002213592,0.00008789035,0.0001270176,0.001850304],"genre_scores_gemma":[0.9968785,0.0001119682,0.001694667,0.0004059956,0.0001604566,0.00008487739,0.0003770759,0.00005619385,0.0002302596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2154918,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176578791430388,"score_gpt":0.3186428487687016,"score_spread":0.2009849696256629,"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."}}