{"id":"W4200579579","doi":"10.22541/au.164009415.56581064/v1","title":"Indirect impact of the COVID-19 pandemic on emergency department presentations and hospital admissions for urgent early pregnancy conditions: a population-based retrospective cohort study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Pregnancy; Miscarriage; Retrospective cohort study; Population; Emergency department; Pandemic; Abortion; Emergency medicine; Pediatrics; Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001590725,0.0003974733,0.0004275173,0.0009038128,0.0006464287,0.0009517976,0.0008551816,0.0006373938,0.001668844],"category_scores_gemma":[0.005115678,0.0007230772,0.001078088,0.001289137,0.0003328133,0.0006617028,0.001709256,0.001380556,0.0003481126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488428,"about_ca_system_score_gemma":0.00207396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09514785,"about_ca_topic_score_gemma":0.1060185,"domain_scores_codex":[0.9983369,0.0003310856,0.0001782539,0.0004672998,0.0002767646,0.0004095796],"domain_scores_gemma":[0.9972572,0.000205382,0.001304471,0.0003428974,0.000451118,0.0004389157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009860263,0.00002936599,0.9981139,0.00002931257,0.0001415662,0.00005939876,0.000116269,0.00005017376,0.00007201522,0.00003815999,0.000435027,0.0008162051],"study_design_scores_gemma":[0.00001207674,0.00009685032,0.9986326,0.00004508755,0.00005164912,0.0001646229,0.0002228209,0.0002055312,0.0000197361,0.00002483961,0.0005154377,0.000008616005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907247,0.000458432,0.0001997596,0.0001395219,0.00001922077,0.000128628,0.007433047,0.000005673872,0.0008909691],"genre_scores_gemma":[0.9949778,0.0003074923,0.0002935204,0.0001485654,0.00002138774,0.0001511791,0.003696947,0.000006802531,0.0003964492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09514785,"threshold_uncertainty_score":0.1891881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879013872891731,"score_gpt":0.411040443353285,"score_spread":0.3522503046243677,"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."}}