{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006270153,0.0003597263,0.0002275941,0.001171636,0.0009634501,0.0008377383,0.0005627646,0.0002591397,0.001368468],"category_scores_gemma":[0.001904894,0.0002808751,0.0002021184,0.001791394,0.0005373386,0.0002235749,0.0009631899,0.0005722803,0.000166838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003149061,"about_ca_system_score_gemma":0.003072019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.38284,"about_ca_topic_score_gemma":0.4160241,"domain_scores_codex":[0.9995824,0.00009481876,0.0000260875,0.00004243045,0.0001062793,0.000148024],"domain_scores_gemma":[0.9989042,0.0001182239,0.0004283744,0.00003348284,0.0002312979,0.0002845146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002035642,0.00001915273,0.9979531,0.00001265337,0.00001115654,0.0003267125,0.0003804939,0.00001698256,0.00009331122,0.00001630957,0.00008760479,0.001062267],"study_design_scores_gemma":[0.000002920816,0.00005860062,0.9982022,0.00003062868,0.00001384397,0.0005118581,0.0008283613,0.00006261165,0.00004496203,0.00001607752,0.0002245813,0.000003348026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972954,0.0007641137,0.00003313782,0.0001822217,0.000007513029,0.00001882036,0.0004421598,0.000006971089,0.001249581],"genre_scores_gemma":[0.9988012,0.0006129816,0.00006936739,0.00005580571,0.000005750971,0.00001416606,0.0002120356,0.000002620893,0.0002261255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.61716,"threshold_uncertainty_score":0.7612233,"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."}}