{"id":"W3061406307","doi":"10.1159/000508961","title":"Combined Multimodal Cerebral Monitoring and Focused Hemodynamic Assessment in the First 72 h in Extremely Low Gestational Age Infants","year":2020,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Hospital for Sick Children; Sinai Health System; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Gestational age; Medicine; Hemodynamics; Gestation; Pediatrics; Anesthesia; Pregnancy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001690748,0.0001549186,0.0003466781,0.0001126648,0.00005564813,0.000009830248,0.0001308631,0.0001428997,0.00002654785],"category_scores_gemma":[0.0001032758,0.0001222978,0.00003782627,0.0002116,0.0001517018,0.00006653312,0.00009846201,0.0005077845,0.000009952141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004481188,"about_ca_system_score_gemma":0.00006602137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009912421,"about_ca_topic_score_gemma":0.0001256024,"domain_scores_codex":[0.9987506,0.00009812805,0.0002969577,0.0003339696,0.0001742367,0.0003461307],"domain_scores_gemma":[0.9994123,0.000299191,0.00005595273,0.0001309202,0.00002226034,0.00007940661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008987065,0.0002771789,0.9548509,0.0001723575,0.00002535365,0.004624071,0.003514771,0.00003793737,0.002542366,0.003395743,0.00005918254,0.02960146],"study_design_scores_gemma":[0.005311531,0.0002678323,0.984001,0.00003863353,0.00001079094,0.000209605,0.000298141,0.008525561,0.00008893944,0.0007833245,0.0003499442,0.0001147249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870361,0.0002057557,0.0001237102,0.01149698,0.0001332491,0.0004042328,0.000008727171,0.00002706722,0.0005641831],"genre_scores_gemma":[0.9958742,0.00002437885,0.002128737,0.00180042,0.00005533016,0.00005254233,0.00003569251,0.00001397,0.00001473737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02948673,"threshold_uncertainty_score":0.4987161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999304735577458,"score_gpt":0.2780292651518912,"score_spread":0.2580362177961166,"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."}}