{"id":"W4382501334","doi":"10.1159/000531189","title":"Prognosticating the Outcomes of HIE with Certainty: Mission Impossible? – Commentary on “Clinical Prediction Models and Predictors for Death or Adverse Neurodevelopmental Outcome in Term Newborns with Hypoxic Ischemic Encephalopathy: A Systematic Review of the Literature”","year":2023,"lang":"en","type":"review","venue":"Neonatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Hypoxic Ischemic Encephalopathy; Medicine; Encephalopathy; Outcome (game theory); Pediatrics; Certainty; Intensive care medicine; Adverse effect; Systematic review; MEDLINE; Psychiatry; 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":[0.03172701,0.00180908,0.0086685,0.003854988,0.0005865817,0.003547939,0.005045675,0.007582151,0.00343688],"category_scores_gemma":[0.1898938,0.001281768,0.007375877,0.004532952,0.001885266,0.004663345,0.001959238,0.009366353,0.001121616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003785828,"about_ca_system_score_gemma":0.01208554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562142,"about_ca_topic_score_gemma":0.02434595,"domain_scores_codex":[0.9796792,0.01166458,0.004362912,0.001469459,0.002465353,0.0003584816],"domain_scores_gemma":[0.8100117,0.1686666,0.008970723,0.001387246,0.01014564,0.0008179867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001013953,0.00003321223,0.001991481,0.3588401,0.02048004,0.0002211533,0.0005376879,0.0007449098,0.0001853934,0.00894685,0.4262503,0.180755],"study_design_scores_gemma":[0.0008445692,0.0002105949,0.004491355,0.6772783,0.02861154,0.0004770547,0.0005222725,0.0006917678,0.0002206511,0.01434537,0.27203,0.0002766128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001343038,0.9492574,0.0001909727,0.04529505,0.004385215,0.00002030436,0.0004939528,0.00001189483,0.0002109736],"genre_scores_gemma":[0.008765934,0.8749449,0.0009755852,0.1004043,0.01390611,0.0001693847,0.0005630185,0.00002354289,0.0002471964],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03172701,"threshold_uncertainty_score":0.1677905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07253578471153117,"score_gpt":0.3642973121792153,"score_spread":0.2917615274676841,"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."}}