{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004499004,0.000682764,0.0005976862,0.006044604,0.006430232,0.003161646,0.002817817,0.0006186633,0.003132451],"category_scores_gemma":[0.01021732,0.0007289766,0.0006948029,0.01189466,0.001105638,0.0008081301,0.002555035,0.0009758422,0.0004863975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1065113,"about_ca_system_score_gemma":0.2207648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991065,"about_ca_topic_score_gemma":0.9994442,"domain_scores_codex":[0.9957782,0.0005762019,0.0002766997,0.0003311668,0.001508412,0.001529301],"domain_scores_gemma":[0.9900593,0.0008123476,0.0009115317,0.0003436289,0.005694879,0.002178284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001829293,0.000347519,0.8959652,0.000994251,0.0001297423,0.0009839946,0.01285046,0.0009433905,0.0008772293,0.001276474,0.02561077,0.05983792],"study_design_scores_gemma":[0.00005523854,0.00009806427,0.9447792,0.000589303,0.00008412531,0.0001396623,0.02536917,0.001887965,0.0002616591,0.0001694405,0.0264948,0.00007136274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708854,0.002854118,0.001829075,0.01056436,0.0001649221,0.005083747,0.06911234,0.0002542008,0.03925186],"genre_scores_gemma":[0.9532037,0.002943777,0.01173786,0.00209028,0.0000478518,0.002003108,0.01912797,0.00009503797,0.008750496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065113,"threshold_uncertainty_score":0.772797,"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."}}