{"id":"W2810471763","doi":"10.1155/2018/7608108","title":"Early Prediction of Hypoxic‐Ischemic Brain Injury by a New Panel of Biomarkers in a Population of Term Newborns","year":2018,"lang":"en","type":"article","venue":"Oxidative Medicine and Cellular Longevity","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Regione Toscana; Ministry of Health, British Columbia","keywords":"Medicine; Apgar score; Population; Birth weight; Internal medicine; Full Term; Observational study; Prospective cohort study; Pediatrics; Pregnancy; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004232813,0.0001522084,0.0005596647,0.0002148772,0.00001719438,8.924533e-7,0.00006580267,0.0001304197,0.00008556584],"category_scores_gemma":[0.0003349833,0.0001198887,0.00005332287,0.0003640478,0.0006365987,0.0000884991,0.00004795653,0.0001326051,0.000001086617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002097718,"about_ca_system_score_gemma":0.00004156642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127436,"about_ca_topic_score_gemma":0.00002387268,"domain_scores_codex":[0.9987212,0.00009356778,0.000530875,0.0002653714,0.000236802,0.000152147],"domain_scores_gemma":[0.9991469,0.0001075626,0.0003070644,0.0002209516,0.0001039323,0.0001135295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005812767,0.0001091855,0.1518142,0.0002067215,0.00006355938,0.000006754915,0.001353016,1.06205e-8,0.8218861,0.0000292678,0.00107666,0.0228733],"study_design_scores_gemma":[0.002655125,0.002710646,0.5395349,0.0005349241,0.0001229095,0.0000175413,0.0002948983,0.0000352884,0.4533222,0.0002387493,0.0004449064,0.00008786604],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960937,0.001028546,0.0008934236,0.0005861883,0.00006662135,0.0003597903,0.0000696851,0.000009868133,0.0008921754],"genre_scores_gemma":[0.9990631,0.00006790863,0.0002562273,0.00008819646,0.0001030053,0.000003821023,0.0001594918,0.00001152467,0.0002467027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3877208,"threshold_uncertainty_score":0.4888918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266542440279657,"score_gpt":0.2689458925530277,"score_spread":0.242291648525062,"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."}}