{"id":"W4214741518","doi":"10.14745/ccdr.v48i23a06","title":"Congenital syphilis re-emergence in Winnipeg, Manitoba","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Congenital syphilis; Syphilis; Medicine; Public health; Prenatal care; Population; Incidence (geometry); Health care; Residence; Pediatrics; Environmental health; Family medicine; Demography; Human immunodeficiency virus (HIV); Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002810038,0.0001905091,0.0003709347,0.0000897737,0.000317823,0.00001322031,0.0002980055,0.00002278456,0.001942331],"category_scores_gemma":[0.0001732143,0.0001972409,0.0001177014,0.0003727334,0.00005931311,0.00005865185,0.0004162963,0.0003266186,0.000003686402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207907,"about_ca_system_score_gemma":0.002970887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6420105,"about_ca_topic_score_gemma":0.8321249,"domain_scores_codex":[0.9979382,0.0001282021,0.0005119999,0.0003470907,0.0007101546,0.0003644133],"domain_scores_gemma":[0.9975212,0.00009859615,0.0001319385,0.001684529,0.00008587467,0.0004778134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001502144,0.0008623966,0.8954149,0.00004108306,0.0001659327,0.04873583,0.000059996,0.0001447648,0.00001349969,0.0001058072,0.05269115,0.001614418],"study_design_scores_gemma":[0.001704891,0.0001291567,0.6482379,0.00007724111,0.000296524,0.0008263084,0.003297412,0.0004681069,0.00006275413,0.0001077762,0.3444083,0.0003835663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702821,0.01228884,4.191662e-7,0.00443042,0.000352533,0.0006502166,0.0001350886,0.00004757505,0.01181275],"genre_scores_gemma":[0.9962788,0.0002834802,0.000044605,0.001302368,0.00004438034,0.0005341771,0.0005236815,0.00003189323,0.0009566226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2917172,"threshold_uncertainty_score":0.99897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766470059154111,"score_gpt":0.2659303395298528,"score_spread":0.2382656389383117,"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."}}