{"id":"W4224714199","doi":"10.21203/rs.3.rs-1578606/v1","title":"Outcomes of infants with hypoxic-ischemic encephalopathy during COVID-19 pandemic lockdown in Canada: a cohort study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; University of Calgary; McGill University; University of Toronto; University of Alberta","funders":"Canadian Institutes of Health Research; McGill University Health Centre; IWK Health Centre; Jewish General Hospital; London Health Sciences Centre; McGill University","keywords":"Medicine; Pediatrics; Cohort; Encephalopathy; Retrospective cohort study; Gestational age; Cohort study; Odds ratio; Intensive care; Pandemic; Neonatal encephalopathy; Mortality rate; Coronavirus disease 2019 (COVID-19); Internal medicine; Intensive care medicine; Pregnancy; 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":[0.001095438,0.0006842515,0.0006132232,0.001234453,0.002194341,0.001158138,0.001145633,0.0005929501,0.001227583],"category_scores_gemma":[0.002684093,0.0005278896,0.0009780565,0.003124247,0.0006659444,0.0004731225,0.001121925,0.0008821225,0.0001641595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062446,"about_ca_system_score_gemma":0.0148042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9326639,"about_ca_topic_score_gemma":0.9394604,"domain_scores_codex":[0.998808,0.00008885191,0.00008203035,0.0003219349,0.0002899599,0.0004092773],"domain_scores_gemma":[0.9976426,0.0001331816,0.0006822084,0.0001912172,0.0008272533,0.0005236156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008777592,0.00001626489,0.9985836,0.00001276256,0.000065723,0.00008106959,0.0002003551,0.00002569605,0.00007929734,0.00002392156,0.0002050131,0.0006185359],"study_design_scores_gemma":[0.0000115977,0.00005599742,0.9985688,0.00002615606,0.00004766155,0.000127207,0.0005941998,0.0001423092,0.00003715686,0.00001369308,0.0003653519,0.000009887026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99632,0.0002677936,0.0000916837,0.00007242597,0.000009514873,0.00005909646,0.002766992,0.000004510679,0.0004080237],"genre_scores_gemma":[0.9970325,0.0003088398,0.0001595239,0.00007859056,0.000008045915,0.00004183322,0.002128367,0.000004056836,0.0002381443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06733608,"threshold_uncertainty_score":0.1354652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04637717990029112,"score_gpt":0.3856086478155346,"score_spread":0.3392314679152434,"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."}}