{"id":"W1973547868","doi":"10.1159/000316974","title":"Risk Factors for Chronic Lung Disease and Mortality in Newborns with Congenital Diaphragmatic Hernia","year":2010,"lang":"en","type":"article","venue":"Neonatology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Bronchopulmonary dysplasia; Congenital diaphragmatic hernia; Gestational age; Pediatrics; Mortality rate; Ventilation (architecture); Internal medicine; Pregnancy; Fetus","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":[0.0001602133,0.0002458316,0.0005410428,0.0001265659,0.00009375717,0.00001371563,0.00007997271,0.0001277816,0.0001051026],"category_scores_gemma":[0.0007134827,0.0001861404,0.00007496678,0.000128393,0.0003455292,0.00007200687,0.00006371953,0.0003776793,0.000008665539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005905283,"about_ca_system_score_gemma":0.0002166009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003500815,"about_ca_topic_score_gemma":0.01394483,"domain_scores_codex":[0.9986504,0.00005142163,0.0003081495,0.0003799725,0.0001602071,0.0004498706],"domain_scores_gemma":[0.9986404,0.0005646734,0.0001005815,0.0003345568,0.00007804186,0.0002817084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002166266,0.00009748847,0.99019,0.0002552406,0.000368089,0.000104435,0.0005965233,0.000001859145,0.0002544213,0.0003998497,0.00003929109,0.007476183],"study_design_scores_gemma":[0.002898234,0.0001542884,0.990638,0.00002600927,0.0006295177,0.00004506506,0.0002032875,0.003710486,0.00006868054,0.0006282019,0.0007979229,0.0002003008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963834,0.001052121,0.0002254895,0.00043916,0.000173732,0.00123493,0.0001175094,0.000061729,0.0003119005],"genre_scores_gemma":[0.9991144,0.00006171224,0.0003094986,0.00008013628,0.00006807509,0.0002145687,0.00003374866,0.00003367752,0.00008417534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01359474,"threshold_uncertainty_score":0.778154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052454723259476,"score_gpt":0.27812179564454,"score_spread":0.2675972484119452,"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."}}