{"id":"W2032398084","doi":"10.1038/sj.jp.7211904","title":"Predictors of mortality and length of stay for neonates admitted to children's hospital neonatal intensive care units","year":2007,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Mount Sinai Hospital; McGill University Health Centre; University of Toronto; Montreal Children's Hospital","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Logistic regression; Intensive care; Pediatrics; Illness severity; Severity of illness; Neonatology; Emergency medicine; Pregnancy; Intensive care medicine; Internal 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":[0.000206676,0.0001316697,0.0006067395,0.000237134,0.00003186482,0.000001874017,0.00007201119,0.00008104927,0.00001188818],"category_scores_gemma":[0.001987487,0.0001085084,0.000120936,0.0001758707,0.0002387194,0.00005505553,0.00007807329,0.0001559218,2.186529e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004256574,"about_ca_system_score_gemma":0.0001613702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003677656,"about_ca_topic_score_gemma":0.00007065695,"domain_scores_codex":[0.9988623,0.00002569512,0.000572744,0.0001285251,0.0002045545,0.0002061514],"domain_scores_gemma":[0.9957966,0.0002389777,0.0002440845,0.0001156543,0.003395698,0.0002089659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001362109,0.00005067545,0.9707442,0.0002551909,0.000855302,0.0001406954,0.01057985,5.001381e-7,0.0002659301,0.00008138706,0.0001629885,0.0155012],"study_design_scores_gemma":[0.00214591,0.003726563,0.9579894,0.0001111448,0.0004042156,0.0004384104,0.02683452,0.000005700886,0.006669814,0.00003537563,0.001539628,0.0000993259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947871,0.004010196,0.00007408675,0.0002658517,0.0003029683,0.0003860532,0.0001433882,0.000006134609,0.00002420389],"genre_scores_gemma":[0.9994622,0.00005164941,0.0002811243,0.00007749297,0.00009103124,0.00000250267,0.000006521735,0.00001343754,0.00001402839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625467,"threshold_uncertainty_score":0.4424844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698197578464088,"score_gpt":0.3086852377454107,"score_spread":0.2917032619607698,"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."}}