{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003839254,0.0001668557,0.0002721698,0.0004949864,0.0002572784,0.00003929325,0.00008221869,0.0001051761,0.00009960119],"category_scores_gemma":[0.03468702,0.0001207282,0.00009381385,0.0008693024,0.0001557713,0.000093683,0.0002207669,0.0002368213,0.00004523882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003404301,"about_ca_system_score_gemma":0.0001132876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112731,"about_ca_topic_score_gemma":0.00002370657,"domain_scores_codex":[0.9986913,0.00008934885,0.000268818,0.0004371762,0.0001953859,0.0003179923],"domain_scores_gemma":[0.9946843,0.004418215,0.000109183,0.0003677577,0.00005401672,0.0003665415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006347582,0.0000493028,0.9404164,0.0003069413,0.00004898492,0.0001936023,0.0001777392,0.00001666586,0.0001425845,0.0001303952,0.000104466,0.05834943],"study_design_scores_gemma":[0.002156726,0.000160258,0.9458629,0.000009512128,0.00009105352,0.0000989663,0.0001921366,0.0002913266,0.000005736156,0.0002505591,0.05075943,0.0001213309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874916,0.005540839,0.00002930454,0.004917266,0.001311018,0.0004752542,0.00003031882,0.0001705778,0.00003379948],"genre_scores_gemma":[0.9915769,0.00258332,0.00001328296,0.0009836126,0.00005486161,0.0000372461,0.00002679143,0.00002177483,0.004702226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0582281,"threshold_uncertainty_score":0.9734442,"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."}}