{"id":"W4210673376","doi":"10.1016/j.ajog.2021.11.1337","title":"Screening for Gonococcal and Chlamydial Infections in the Third Trimester","year":2022,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Neisseria gonorrhoeae; Chlamydia trachomatis; Incidence (geometry); Erythromycin; Obstetrics; Chlamydia; Population; Gonorrhea; Chlamydial infection; Pregnancy; Gynecology; Pediatrics; Antibiotics; Virology; Immunology; Environmental health; Microbiology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005532496,0.0002635766,0.0004503404,0.001059579,0.0004399712,0.0004921127,0.0003399878,0.000642718,0.001097986],"category_scores_gemma":[0.003828031,0.0002680958,0.0004545173,0.0006859825,0.0003155512,0.0002165017,0.0002738154,0.0007092982,0.0001447946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008147078,"about_ca_system_score_gemma":0.001301675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03043061,"about_ca_topic_score_gemma":0.02746865,"domain_scores_codex":[0.9995145,0.000123205,0.00003387767,0.00003294917,0.0001374195,0.0001581911],"domain_scores_gemma":[0.9991313,0.0002993827,0.000201163,0.0000435921,0.0001391743,0.0001855139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003656183,0.00007128103,0.9837431,0.00003150685,0.00001625257,0.001219187,0.0002546039,0.00008554212,0.001377763,0.00008217803,0.0006591412,0.0120937],"study_design_scores_gemma":[0.00001660367,0.0003405461,0.9894933,0.0001734724,0.00004785953,0.005368182,0.0008070367,0.0007023737,0.001844345,0.0001339264,0.00106015,0.00001228797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907609,0.002158805,0.0004580488,0.0008759302,0.00005474229,0.00005625343,0.0006882077,0.00003529406,0.004911858],"genre_scores_gemma":[0.9973277,0.001386741,0.000453752,0.0001349832,0.00001682506,0.00001559843,0.0001482328,0.000003187089,0.0005129887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03043061,"threshold_uncertainty_score":0.060507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02403045119792445,"score_gpt":0.2991760291795589,"score_spread":0.2751455779816344,"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."}}