{"id":"W4214682893","doi":"10.14745/ccdr.v48i23a07","title":"A descriptive study of syphilis testing in Manitoba, Canada, 2015–2019","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"","keywords":"Syphilis; Medicine; Poisson regression; Demography; Public health; Population; Epidemiology; Congenital syphilis; Pregnancy; Prenatal care; Incidence (geometry); Gerontology; Environmental health; Human immunodeficiency virus (HIV); Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007663957,0.0005428769,0.0005530324,0.003955458,0.003936852,0.001839711,0.001904424,0.0005357668,0.002894725],"category_scores_gemma":[0.002644467,0.0006541107,0.000635673,0.01180556,0.001111796,0.0005877404,0.001381686,0.00088664,0.0004805056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.037671,"about_ca_system_score_gemma":0.06306887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906812,"about_ca_topic_score_gemma":0.9928851,"domain_scores_codex":[0.998605,0.0000672809,0.0001454212,0.0001922183,0.0005149024,0.0004751939],"domain_scores_gemma":[0.9960139,0.0002042573,0.0008795232,0.00008905308,0.001902295,0.0009110269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004857833,0.00006401489,0.9896334,0.0001825948,0.00004611659,0.000299944,0.002795701,0.00008634336,0.0002288204,0.0001531354,0.003136247,0.00332514],"study_design_scores_gemma":[0.000005139558,0.00005164486,0.987848,0.0001357676,0.00002011608,0.0002586998,0.007418655,0.000161494,0.00006768006,0.00002572143,0.003986359,0.00002071303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389812,0.001718395,0.0002908454,0.0007616035,0.00004003091,0.0005657689,0.05051602,0.00005554192,0.007070574],"genre_scores_gemma":[0.9819086,0.001985014,0.0005217542,0.0008301481,0.00002596345,0.0003756243,0.01157187,0.0000243229,0.002756668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.037671,"threshold_uncertainty_score":0.2733235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513677153821872,"score_gpt":0.2690307626883923,"score_spread":0.2138939911501736,"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."}}