{"id":"W3160824635","doi":"10.14745/ccdr.v47i04a05","title":"Suboptimal prenatal screening of Chlamydia trachomatis and Neisseria gonorrhoeae infections in a Montréal birthing and tertiary care centre: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"Association of Medical Microbiology and Infectious Disease Canada","keywords":"Chlamydia trachomatis; Neisseria gonorrhoeae; Medicine; Obstetrics; Gonorrhea; Gynecology; Prenatal care; Population; Immunology; Human immunodeficiency virus (HIV); Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009965872,0.0005329844,0.0005190077,0.001111145,0.001796844,0.001389999,0.001573699,0.0006740466,0.002950399],"category_scores_gemma":[0.003319429,0.0007728861,0.000504523,0.002676526,0.0007826124,0.0005862047,0.0009826111,0.0008763704,0.0002144285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008482387,"about_ca_system_score_gemma":0.006064155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7544254,"about_ca_topic_score_gemma":0.741424,"domain_scores_codex":[0.9985982,0.0001663902,0.00008308343,0.0003866992,0.0003323265,0.0004332552],"domain_scores_gemma":[0.9969165,0.0002611758,0.001212143,0.0002182239,0.0006831394,0.000708751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002137457,0.00001976214,0.9989219,0.00001083534,0.00002554157,0.0000973717,0.0002040202,0.00001543475,0.00007724451,0.00001520527,0.0002194211,0.0003719137],"study_design_scores_gemma":[0.000004293966,0.0000396494,0.9991577,0.00001527079,0.00001551316,0.00009856859,0.0003927168,0.0001064432,0.0000158164,0.000004090541,0.0001450346,0.000004936784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978872,0.0003049489,0.00005337429,0.0001257949,0.000006851248,0.00004857602,0.001060331,0.000007070139,0.0005058413],"genre_scores_gemma":[0.9991536,0.0001449073,0.00006639459,0.00006982323,0.000006072543,0.00001993497,0.0003811121,0.000002680667,0.0001554845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2455746,"threshold_uncertainty_score":0.4940416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005796315108799996,"score_gpt":0.2349160768291688,"score_spread":0.2291197617203689,"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."}}