{"id":"W4387567687","doi":"10.1097/aog.0000000000005412","title":"Obstetric Intervention and Perinatal Outcomes During the Coronavirus Disease 2019 (COVID-19) Pandemic","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institute of Environmental Health Sciences; Canadian Institutes of Health Research; BC Children's Hospital; National Institutes of Health; Pfizer","keywords":"Medicine; Obstetrics; Pregnancy; Pandemic; Live birth; Population; Pediatrics; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Internal medicine","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":[0.001305688,0.0002308877,0.0001862323,0.0006658761,0.0002032996,0.000399711,0.0003619325,0.0003475555,0.0008372432],"category_scores_gemma":[0.006580619,0.0001287271,0.0003756722,0.000680841,0.0001958892,0.0004158669,0.0006846093,0.0005255262,0.00009276531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000837457,"about_ca_system_score_gemma":0.000766283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015632,"about_ca_topic_score_gemma":0.01892805,"domain_scores_codex":[0.9989259,0.0003789917,0.000164827,0.0001864863,0.0001910984,0.0001526417],"domain_scores_gemma":[0.9967521,0.0003243845,0.002416942,0.00008307026,0.0002526263,0.0001708242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070167,0.00003689027,0.9931084,0.0000628966,0.000134604,0.00006301633,0.00005980405,0.0004367805,0.00008277173,0.00007980845,0.0007325222,0.00509551],"study_design_scores_gemma":[0.000003819939,0.00008570909,0.9986848,0.00005219876,0.0000305389,0.0001038469,0.0001778541,0.0003424885,0.00007089843,0.00003431996,0.000410206,0.000003275313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862048,0.003698417,0.000384049,0.0009476792,0.00006701922,0.00004536262,0.006900219,0.00001855315,0.001733814],"genre_scores_gemma":[0.9953775,0.001087471,0.0002315933,0.0001957736,0.00005508394,0.00003407523,0.002856197,0.000002816589,0.0001594145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015632,"threshold_uncertainty_score":0.03108203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07042989085339826,"score_gpt":0.3787715988803473,"score_spread":0.308341708026949,"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."}}