{"id":"W3016396269","doi":"10.3233/npm-190368","title":"Neonates with hypoxic-ischemic encephalopathy treated with hypothermia: Observations in a large Canadian population and determinants of death and/or brain injury","year":2020,"lang":"en","type":"article","venue":"Journal of Neonatal-Perinatal Medicine","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; University of Calgary; Université de Montréal; Mount Sinai Hospital; Montreal Children's Hospital","funders":"","keywords":"Medicine; Hypothermia; Encephalopathy; Asphyxia; Neonatal encephalopathy; Perinatal asphyxia; Gestational age; Adverse effect; Anesthesia; Population; Hypoxic Ischemic Encephalopathy; Retrospective cohort study; Birth weight; Pediatrics; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002560792,0.0002600682,0.0007993447,0.0003805154,0.00005886584,0.000006798407,0.0001143648,0.0001263678,0.00005245207],"category_scores_gemma":[0.000500334,0.000155282,0.00003383254,0.0005187927,0.0002510558,0.0002925881,0.00003921985,0.0003943233,5.162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006395378,"about_ca_system_score_gemma":0.0002246326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004398107,"about_ca_topic_score_gemma":0.006990482,"domain_scores_codex":[0.9983977,0.00004844465,0.0006322108,0.0002724456,0.0003373005,0.0003118827],"domain_scores_gemma":[0.9986336,0.0001788926,0.0003527736,0.0001356482,0.0001829288,0.0005161478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006139624,0.00007676948,0.9033586,0.0005391532,0.00008455323,0.008259756,0.002796367,0.000002595493,0.01686207,0.00007255313,0.00006581959,0.06174209],"study_design_scores_gemma":[0.008531031,0.009355337,0.9614588,0.001480769,0.0001398518,0.0123502,0.001621997,0.0003888726,0.002225099,0.00004132237,0.002166636,0.0002400647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926077,0.001766931,0.00004830385,0.005072168,0.00002937586,0.0003256002,0.00007239444,0.00001137974,0.00006621021],"genre_scores_gemma":[0.9965459,0.0001906416,0.00154198,0.001476325,0.0001017051,0.000006986981,0.00002452602,0.00003244281,0.00007949922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06150202,"threshold_uncertainty_score":0.6648651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562435263872351,"score_gpt":0.2677755344871748,"score_spread":0.2421511818484513,"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."}}