{"id":"W4280510076","doi":"10.1016/j.jogc.2022.04.014","title":"Screening for Gonococcal and Chlamydial Infections in the Third Trimester","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Smiths Detection (Canada)","funders":"","keywords":"Medicine; Chlamydia trachomatis; Neisseria gonorrhoeae; Obstetrics; Pregnancy; Gonorrhea; Asymptomatic; Gynecology; Chlamydial infection; Third trimester; Gonococcal infection; Chlamydia; Medical record; Sexually transmitted disease; Syphilis; Gestation; Family medicine; Immunology; Internal medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005299688,0.0001865771,0.0004026748,0.001087283,0.0006386236,0.0005411996,0.0004593942,0.0006381716,0.001433103],"category_scores_gemma":[0.004727279,0.0002438066,0.0004084759,0.0009707211,0.0003220893,0.0001585981,0.0002831851,0.0009465213,0.0001355609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434951,"about_ca_system_score_gemma":0.006260331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4921339,"about_ca_topic_score_gemma":0.5387936,"domain_scores_codex":[0.9993881,0.0001177895,0.00003455249,0.00002724468,0.0002221773,0.0002101257],"domain_scores_gemma":[0.9987015,0.0003530716,0.0002146849,0.00003239767,0.0003408752,0.0003575088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003674625,0.0001363591,0.9646802,0.00006743112,0.00002251107,0.001191474,0.0005223296,0.0001749344,0.0008607904,0.0001807351,0.002889572,0.02890625],"study_design_scores_gemma":[0.0000242523,0.0001952443,0.9926457,0.0002759187,0.0000390454,0.002273622,0.0009131036,0.0008977522,0.000788485,0.0001224606,0.001811226,0.00001319708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9763716,0.005033671,0.0004637525,0.003814318,0.0001345048,0.0001240624,0.001615871,0.00005383316,0.01238841],"genre_scores_gemma":[0.995091,0.00261338,0.0005598119,0.0003684834,0.00002347119,0.00002295807,0.0002143425,0.000004638407,0.001101945],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4921339,"threshold_uncertainty_score":0.9785388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455210356266572,"score_gpt":0.2663916383274493,"score_spread":0.2418395347647836,"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."}}