{"id":"W4281751130","doi":"10.1111/ppe.12896","title":"Comparing adverse neonatal and maternal outcomes of chlamydia, gonorrhoea, and syphilis infections and co‐infections in pregnancy","year":2022,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Chlamydia; Pregnancy; Syphilis; Obstetrics; Gonorrhea; Small for gestational age; Gestational age; Immunology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009215557,0.0001864907,0.0005864062,0.0004774426,0.0004560305,0.000005624879,0.00007451776,0.0001474337,0.0002683207],"category_scores_gemma":[0.0009547432,0.000179139,0.00005121205,0.0002341112,0.0006943175,0.000154309,0.0004352859,0.0006874605,0.00000763445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004705066,"about_ca_system_score_gemma":0.00003955959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805336,"about_ca_topic_score_gemma":0.0001975835,"domain_scores_codex":[0.9979475,0.0007201158,0.0004496073,0.0004930985,0.00002871967,0.0003609404],"domain_scores_gemma":[0.9977388,0.001843528,0.0001493484,0.0001783386,0.0000367906,0.00005315983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005174073,0.00008596661,0.9898834,0.0000832711,0.00008750721,0.000005667411,0.0003019882,0.00006473916,0.0003372307,0.001692476,0.00003398213,0.007371992],"study_design_scores_gemma":[0.001168703,0.0004114293,0.992415,0.000008807166,0.00003159646,0.001335083,0.0002590266,0.00007651938,0.00005944505,0.0005176574,0.003563429,0.0001533182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797577,0.01871367,0.00006094236,0.0002785927,0.0002972269,0.0003245771,0.0001220972,0.00002777215,0.0004174156],"genre_scores_gemma":[0.9958615,0.003510694,0.00004794378,0.00002778276,0.00002377745,0.0001427842,0.00003264531,0.0000117479,0.0003410687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610385,"threshold_uncertainty_score":0.7305078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112917914917628,"score_gpt":0.3119829839225202,"score_spread":0.2808538047733439,"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."}}