{"id":"W4388796755","doi":"10.1038/s41372-023-01828-9","title":"Call to action: prioritizing delivery room care for neonates with critical congenital heart disease","year":2023,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Department of Health and Human Services","keywords":"Medicine; Intensive care medicine; Disease; Medical emergency; Pediatrics","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":[0.00008848725,0.0001377414,0.000426364,0.0002322464,0.000150139,0.00001713401,0.00005944451,0.00005302627,0.00002849693],"category_scores_gemma":[0.0007719307,0.0001119576,0.0001675814,0.0001956038,0.0001069862,0.0001008909,0.00005746416,0.0001826867,0.00002877588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048298,"about_ca_system_score_gemma":0.0003330846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006857435,"about_ca_topic_score_gemma":0.00004947535,"domain_scores_codex":[0.9989246,0.00003138475,0.0003042623,0.0001760637,0.0002369987,0.0003267456],"domain_scores_gemma":[0.9980328,0.0003835266,0.00003746032,0.0001181658,0.0009411731,0.0004868589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07351836,0.001466155,0.5841894,0.01031227,0.003100423,0.05559025,0.01518144,0.00006126965,0.01625575,0.002187792,0.05026089,0.187876],"study_design_scores_gemma":[0.007839195,0.008516437,0.4477615,0.0007202238,0.001850703,0.008619231,0.02095,0.0003619276,0.00135723,0.0005013688,0.5007885,0.0007337394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853216,0.002908332,0.00007039451,0.01079164,0.000452498,0.0003066262,0.00004115149,0.00004294824,0.00006482156],"genre_scores_gemma":[0.9975369,0.00002983085,0.001226918,0.0006266358,0.0003397989,0.0000320464,0.00000408478,0.00002538666,0.0001783794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4505275,"threshold_uncertainty_score":0.4565496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073320071399119,"score_gpt":0.351984595665658,"score_spread":0.3212513949516668,"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."}}