{"id":"W4210514708","doi":"10.1016/j.ajog.2021.11.1313","title":"Universal SARS-CoV-2 Screening Among Obstetric Patients in Ottawa, Canada","year":2022,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Newborn Screening Ontario; Children's Hospital of Eastern Ontario; Ottawa Hospital","funders":"","keywords":"Medicine; Venipuncture; Pregnancy; Serology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibody; Pandemic; Triage; Pediatrics; Coronavirus disease 2019 (COVID-19); Obstetrics; Emergency medicine; Internal medicine; Immunology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003636624,0.00012917,0.0004866628,0.001037884,0.0001093085,0.000009316745,0.0001315487,0.00002835221,0.00003114261],"category_scores_gemma":[0.008648312,0.000128625,0.00006399006,0.002086997,0.0001365268,0.00009848841,0.0001052388,0.0005866584,2.604845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464222,"about_ca_system_score_gemma":0.0009276964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1119196,"about_ca_topic_score_gemma":0.018526,"domain_scores_codex":[0.9983433,0.0001835089,0.0004998144,0.0002121773,0.0004588511,0.0003023524],"domain_scores_gemma":[0.9963604,0.002408989,0.0006889441,0.0001708891,0.0002275265,0.0001432062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000066812,0.0001529457,0.9070572,0.000009096148,0.00005287767,0.0006507979,0.0001979907,0.000281245,0.0001189755,0.00001059616,0.0009309246,0.09047056],"study_design_scores_gemma":[0.002671927,0.002648362,0.9603837,0.000009413128,0.00006298282,0.0001409734,0.001657743,0.0002107436,0.00006814948,0.00000943391,0.03200958,0.0001269635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968625,0.0003837717,0.000049199,0.001079292,0.001333987,0.0001478831,0.000008282532,0.000005355409,0.0001297264],"genre_scores_gemma":[0.9981498,0.00007434894,0.0003178568,0.001356383,0.00003366876,0.000001999207,0.000004646235,0.00001706399,0.00004426062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09339361,"threshold_uncertainty_score":0.9997023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427955093139139,"score_gpt":0.2603083391835245,"score_spread":0.2460287882521331,"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."}}