{"id":"W4286639464","doi":"10.1016/j.ajogmf.2022.100697","title":"Clinical decision analysis of elective delivery vs expectant management for pregnant individuals with COVID-19–related acute respiratory distress syndrome","year":2022,"lang":"en","type":"article","venue":"American Journal of Obstetrics & Gynecology MFM","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Sinai Health System; Mount Sinai Hospital; Esri (Canada); Public Health Agency of Canada","funders":"Department of Medicine, University of Toronto; Public Health Agency; Public Health Agency of Canada; University Health Network; University of Toronto; McMaster University","keywords":"Medicine; Life expectancy; Respiratory distress; Gestational age; Obstetrics; Gestation; Pregnancy; Elective surgery; Pediatrics; Cohort; Quality of life (healthcare); Intensive care medicine; Internal medicine; Anesthesia; Nursing; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006771643,0.0006341799,0.001686659,0.001369546,0.0006586773,0.002763886,0.001152445,0.001023434,0.01053074],"category_scores_gemma":[0.04168457,0.0003616599,0.002457486,0.0008539835,0.0004691806,0.001131425,0.001103363,0.002270011,0.0005484215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002329519,"about_ca_system_score_gemma":0.003756779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554556,"about_ca_topic_score_gemma":0.003634077,"domain_scores_codex":[0.9935249,0.004592174,0.0004693081,0.0004695301,0.0004971977,0.0004468971],"domain_scores_gemma":[0.9702448,0.02457867,0.001706558,0.0002332813,0.001019744,0.002216968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1126075,0.004108344,0.4708815,0.002360869,0.005448774,0.001514741,0.001013236,0.04642981,0.0009831805,0.007785798,0.02588733,0.320979],"study_design_scores_gemma":[0.01106255,0.03722556,0.273855,0.003210135,0.007705785,0.003303526,0.005322819,0.6096529,0.002070458,0.02984013,0.01636401,0.000387237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708132,0.004718221,0.0062735,0.006990137,0.0005638826,0.0009706875,0.001922486,0.00007120014,0.007676845],"genre_scores_gemma":[0.9930092,0.0006162386,0.004280208,0.0004904309,0.0001675956,0.0002004369,0.0008361177,0.00001473439,0.0003851237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053074,"threshold_uncertainty_score":0.03581226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257302163647883,"score_gpt":0.3630880102167494,"score_spread":0.3373577938519611,"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."}}