{"id":"W3198214267","doi":"10.1055/s-0041-1735618","title":"Cardiac Dysfunction in Neonatal HIE Is Associated with Increased Mortality and Brain Injury by MRI","year":2021,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Cardiology; Pediatrics; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003250134,0.0001454691,0.0007606359,0.0001338067,0.00003376876,0.000006773173,0.00005491735,0.00008683328,0.00007560807],"category_scores_gemma":[0.0003357637,0.0001196269,0.0000858571,0.0003786928,0.0005596342,0.00008417084,0.00004368422,0.0004354183,0.000001882723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000839499,"about_ca_system_score_gemma":0.0002153241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001981904,"about_ca_topic_score_gemma":0.00004937258,"domain_scores_codex":[0.9987023,0.0002846848,0.0003536156,0.0002270832,0.0001927976,0.0002394561],"domain_scores_gemma":[0.9990089,0.0002046309,0.0002949677,0.0001358151,0.0001884031,0.0001672901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002137447,0.000360985,0.7584468,0.00005931702,0.0008408958,0.01050941,0.001557888,9.666855e-7,0.0148501,0.0001965508,0.003274186,0.2077654],"study_design_scores_gemma":[0.005806381,0.006410097,0.8894334,0.0002023162,0.0003202062,0.01286568,0.004243643,0.00004795487,0.009038293,0.0003298718,0.07087386,0.0004282931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947301,0.001289308,0.0001000337,0.003470092,0.0001227956,0.00006767084,0.00004676336,0.000009243629,0.0001639647],"genre_scores_gemma":[0.9969156,0.0001639445,0.0002148981,0.002523632,0.00003932772,0.000003299477,0.00002526074,0.0000151285,0.00009888894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2073371,"threshold_uncertainty_score":0.4878241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008032532992090098,"score_gpt":0.2635457062930072,"score_spread":0.2555131733009171,"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."}}