{"id":"W4281940659","doi":"10.1007/s00381-022-05575-8","title":"Outcomes of infants with hypoxic-ischemic encephalopathy during COVID-19 pandemic lockdown in Canada: a cohort study","year":2022,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Ottawa; University of Alberta; University of British Columbia; Stollery Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary; McGill University; Mount Sinai Hospital; Montreal Children's Hospital; University of Toronto","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Pediatrics; Cohort; Retrospective cohort study; Encephalopathy; Gestational age; Odds ratio; Intensive care; Cohort study; Neonatal encephalopathy; Mortality rate; Hypoxic Ischemic Encephalopathy; Internal medicine; Intensive care medicine; Pregnancy","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":[0.000430023,0.0002362748,0.0008733992,0.0001881218,0.0001973967,0.000003395068,0.0002372806,0.00004205344,0.00004408853],"category_scores_gemma":[0.00008427625,0.0001845779,0.00006147815,0.0003830681,0.00005704163,0.00003548872,0.0002174156,0.000421122,0.00000277338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600131,"about_ca_system_score_gemma":0.001222483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3508766,"about_ca_topic_score_gemma":0.3329393,"domain_scores_codex":[0.9977666,0.0001735732,0.0005842929,0.000482758,0.0006195069,0.0003732848],"domain_scores_gemma":[0.9989141,0.00009930333,0.0002276804,0.0004947897,0.00003488006,0.0002292098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003967657,0.0001745542,0.9928365,0.000405405,0.0001184613,0.003496986,0.001447007,0.0002600607,0.0007057445,0.000009867074,0.00003502779,0.0001135676],"study_design_scores_gemma":[0.003729643,0.0003345581,0.9782028,0.0000818994,0.00007899975,0.006299519,0.0107613,0.00003224219,0.0001162369,9.266942e-7,0.0001694025,0.0001924305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958313,0.0004447214,0.000005347564,0.0001642864,0.0001923195,0.001614763,0.00006918937,0.00007261967,0.001605433],"genre_scores_gemma":[0.9989316,0.000003868423,0.00001100331,0.0004289263,0.00003261158,0.0002791995,0.00002256764,0.00002996558,0.0002601938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01793731,"threshold_uncertainty_score":0.752687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010310115601017,"score_gpt":0.2280723363549603,"score_spread":0.2177622207539433,"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."}}