{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008950325,0.000418059,0.0006104957,0.00121678,0.002842422,0.001199053,0.001459696,0.0004973073,0.001843107],"category_scores_gemma":[0.002439017,0.0006111227,0.0009109491,0.004716547,0.0009226113,0.0004926973,0.0008822911,0.0007520496,0.0001771101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03427876,"about_ca_system_score_gemma":0.03224045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946634,"about_ca_topic_score_gemma":0.9963163,"domain_scores_codex":[0.998539,0.0001029546,0.000129385,0.0002912854,0.0004682314,0.0004691038],"domain_scores_gemma":[0.9971517,0.00016031,0.0009481529,0.0001334695,0.0008811886,0.0007252851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005810149,0.00001932278,0.9964507,0.00005837169,0.00007817754,0.00007288714,0.0007718783,0.00005189997,0.0001299473,0.00006885347,0.0008423016,0.001397662],"study_design_scores_gemma":[0.000007910664,0.0000203436,0.9985367,0.00004785446,0.00002487736,0.00003867855,0.0006902625,0.00009431611,0.00001744308,0.00001215781,0.0005010348,0.000008433412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871071,0.001738047,0.0001621783,0.0005665719,0.00002461512,0.00009205043,0.007790104,0.0000160094,0.002503347],"genre_scores_gemma":[0.9962135,0.0008427612,0.0001633259,0.0001694273,0.00001343469,0.00003616562,0.001840955,0.000007649936,0.0007127571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03427876,"threshold_uncertainty_score":0.2487109,"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."}}