{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314182,0.00005991761,0.0001958261,0.0001525754,0.0001667676,0.00001229671,0.00004232296,0.00002883452,0.00004463602],"category_scores_gemma":[0.0008626077,0.00004012144,0.00004265461,0.0001833956,0.00002277017,0.00002642278,0.00002685237,0.0002299737,1.789699e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048331,"about_ca_system_score_gemma":0.0005570395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695402,"about_ca_topic_score_gemma":0.01281678,"domain_scores_codex":[0.999418,0.00005202447,0.0002238199,0.00007219383,0.0001127875,0.0001212222],"domain_scores_gemma":[0.9971896,0.002529741,0.0001134488,0.00005205151,0.00005052711,0.00006463427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001771078,0.0002510487,0.9343818,0.00001208999,0.0001004365,0.000537987,0.0002561834,0.00005526768,0.00000188703,0.0002323875,0.005098152,0.05905507],"study_design_scores_gemma":[0.004256894,0.001303703,0.9182903,0.000002021625,0.0001086099,0.0003949129,0.0007264546,0.0000655328,0.000003193326,0.00009318736,0.0747129,0.00004229496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907562,0.003637331,0.00001538074,0.0032008,0.001831901,0.0002488581,0.00001411292,9.71237e-7,0.0002944143],"genre_scores_gemma":[0.9983808,0.00008300127,0.0001253413,0.001303209,0.00003331986,0.00003141287,0.000002551149,0.000004397692,0.00003589973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06961475,"threshold_uncertainty_score":0.7152066,"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."}}