{"id":"W4220868550","doi":"10.1093/pch/pxab099","title":"Syphilis in pregnancy and infant outcomes in Manitoba","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Syphilis; Congenital syphilis; Pregnancy; Asymptomatic; Obstetrics; Pediatrics; Incidence (geometry); Retrospective cohort study; In utero; Fetus; Immunology; Human immunodeficiency virus (HIV); Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004132173,0.0001675793,0.000501646,0.0004763109,0.0001508405,0.00001032183,0.0000735748,0.00004248304,0.00006098268],"category_scores_gemma":[0.00009678729,0.0001485794,0.0000645696,0.0005738222,0.00001814826,0.00004623122,0.0001432607,0.0004256224,0.000006138107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644381,"about_ca_system_score_gemma":0.0002008889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279814,"about_ca_topic_score_gemma":0.004329573,"domain_scores_codex":[0.9982847,0.0001150794,0.0004754142,0.0003674464,0.0003432955,0.0004140794],"domain_scores_gemma":[0.9992481,0.000168262,0.0001173866,0.0002646051,0.00001463672,0.0001869805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002225339,0.0009467436,0.985104,0.0001177766,0.00001332519,0.0001166915,0.001072732,0.00001230974,1.195928e-7,0.0004367319,0.0003451078,0.01181217],"study_design_scores_gemma":[0.003338203,0.0004918477,0.9930151,0.0001181539,0.00001937216,0.00003951255,0.0004666739,0.00002978449,0.000001335919,0.0002119854,0.002154127,0.0001139294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412769,0.03556056,8.81968e-7,0.02071786,0.0002278205,0.001298744,0.0000590807,0.0000375092,0.0008206285],"genre_scores_gemma":[0.9849972,0.01096507,0.0001296239,0.003398539,0.0000816851,0.0003303463,0.00005015763,0.00002331922,0.00002407754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04372027,"threshold_uncertainty_score":0.6469827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132579840344797,"score_gpt":0.2888629660706045,"score_spread":0.2675371676671565,"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."}}