{"id":"W4396815017","doi":"10.1371/journal.pone.0303175","title":"Mode of delivery and birth outcomes before and during COVID-19 –A population-based study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Michael's Hospital; Ottawa Hospital; University of Ottawa; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"Ministry of Health, Ontario","keywords":"Medicine; Pandemic; Odds ratio; Logistic regression; Odds; Population; Coronavirus disease 2019 (COVID-19); Pediatrics; Asthma; Demography; Obstetrics; Environmental health; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001059818,0.00009710586,0.0002729188,0.0002054018,0.00003567142,0.00001098048,0.0000219841,0.00002760565,0.00004940369],"category_scores_gemma":[0.0003298075,0.00008678222,0.00001435118,0.0001426301,0.00001385208,0.00006206514,0.00002341028,0.0001329649,2.528055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009702859,"about_ca_system_score_gemma":0.001161163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845383,"about_ca_topic_score_gemma":0.9967217,"domain_scores_codex":[0.9990898,0.00002209568,0.0002131502,0.0002611488,0.000298693,0.0001150981],"domain_scores_gemma":[0.9995227,0.0000892914,0.00003395593,0.000197198,0.00002915805,0.000127641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105224,0.000384953,0.9956295,0.001014623,0.0001262846,0.0000660493,0.001310685,0.0001764832,0.001093902,0.00000438688,0.000005580386,0.0000769956],"study_design_scores_gemma":[0.001162379,0.0001534659,0.9964297,0.0001576332,0.0001387217,0.000002927547,0.0002046153,0.001259747,0.0003825728,0.00003192296,0.000008177891,0.00006809358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996688,0.000100143,0.000002883303,0.002541389,0.00003078607,0.0005770421,0.00001480692,0.00003832596,0.00000660471],"genre_scores_gemma":[0.9991751,0.000002877744,0.0001001219,0.0003134927,0.0000199635,0.00001452581,0.00001355084,0.00001402576,0.0003463153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218341,"threshold_uncertainty_score":0.3538876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885270082833532,"score_gpt":0.291695982649981,"score_spread":0.2528432818216457,"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."}}