{"id":"W2501609050","doi":"10.1159/000446556","title":"Early Cord Metabolite Index and Outcome in Perinatal Asphyxia and Hypoxic-Ischaemic Encephalopathy","year":2016,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Hort Innovation","keywords":"Asphyxia; Medicine; Encephalopathy; Asphyxia Neonatorum; Perinatal asphyxia; Metabolite; Anesthesia; Hypoxic Ischemic Encephalopathy; Hypoxia (environmental); Internal medicine; Chemistry; Oxygen","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":[0.0001764819,0.0002031547,0.0005585854,0.0002250751,0.00004216824,0.000006083426,0.00008633122,0.0002369909,0.00006961048],"category_scores_gemma":[0.0001854672,0.0001376791,0.00004513323,0.000131132,0.0005648073,0.0001254526,0.0001886753,0.0002458627,0.00004254391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002086861,"about_ca_system_score_gemma":0.00003333859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007796884,"about_ca_topic_score_gemma":0.00002681867,"domain_scores_codex":[0.998569,0.00007173621,0.0003273453,0.0004753743,0.0001188218,0.0004376991],"domain_scores_gemma":[0.9993122,0.0001960152,0.00006560211,0.000213309,0.00003761944,0.0001753161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005676293,0.00002894616,0.7811055,0.00004590281,0.00001747761,0.001130631,0.0002475906,7.689986e-9,0.01528815,0.007749432,0.000006384659,0.1938124],"study_design_scores_gemma":[0.003614319,0.0004500264,0.9769096,0.0000293898,0.00002557368,0.005146113,0.00006424612,0.000007553004,0.0007939687,0.004217603,0.008558063,0.0001835597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920246,0.004030501,0.0001652011,0.002307412,0.0002207249,0.0002254099,0.0000213286,0.00004488086,0.0009599442],"genre_scores_gemma":[0.9975619,0.0002639211,0.0003709009,0.0009485451,0.00004770178,0.00002674675,0.000003178764,0.00001968571,0.0007574687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958041,"threshold_uncertainty_score":0.5614392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409477047584508,"score_gpt":0.2675463621827481,"score_spread":0.2534515917069031,"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."}}