{"id":"W4413010558","doi":"10.1371/journal.pone.0329683","title":"Impact of the COVID-19 pandemic on pregnancy complications and conceptions resulting in births following spontaneous conception and in-vitro fertilization in British Columbia: A population-based study","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"Ferring Pharmaceuticals; Canadian Fertility and Andrology Society","keywords":"Pandemic; Demography; Pregnancy; Population; Medicine; Live birth; Retrospective cohort study; Birth rate; Cohort study; Coronavirus disease 2019 (COVID-19); Obstetrics; Fertility; Pediatrics; Biology; Disease; Internal medicine; Sociology","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":[0.000333483,0.00009272739,0.0003250186,0.0002528573,0.0001093075,0.00004091147,0.00005012021,0.00007323695,0.000006545743],"category_scores_gemma":[0.003115038,0.000114445,0.00004271434,0.0008380385,0.00005783489,0.00008082643,0.00002884309,0.0002115608,2.115124e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009166893,"about_ca_system_score_gemma":0.0002928889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03318463,"about_ca_topic_score_gemma":0.1182855,"domain_scores_codex":[0.9985698,0.0002200725,0.000467375,0.0003663487,0.000222577,0.0001538364],"domain_scores_gemma":[0.9990711,0.0003644279,0.0001371848,0.0003038646,0.00006324692,0.00006018137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807468,0.002051292,0.9789754,0.0001479183,0.00003747055,0.00001690068,0.0006380122,0.001048481,0.01597292,0.000001631185,0.000002260363,0.000926947],"study_design_scores_gemma":[0.004547162,0.0002064987,0.9894615,0.001703657,0.00008158541,0.0000136629,0.0003449731,0.003422982,0.00003330793,0.0001039044,4.034909e-7,0.00008040403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965187,0.000144801,0.00003533799,0.0006941066,0.00001948152,0.002499517,0.00002589843,0.00004126499,0.00002088934],"genre_scores_gemma":[0.9993883,0.00002243763,0.00007381655,0.0002680517,0.00000879466,0.0001351177,0.00004742372,0.00001194174,0.00004409469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08510085,"threshold_uncertainty_score":0.9732535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06813296575722576,"score_gpt":0.3506054816636446,"score_spread":0.2824725159064189,"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."}}