{"id":"W2068649196","doi":"10.1159/000320244","title":"Surgical Management of the Newborn with Congenital Diaphragmatic Hernia","year":2010,"lang":"en","type":"review","venue":"Fetal Diagnosis and Therapy","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Extracorporeal membrane oxygenation; Disease; Intensive care medicine; Diaphragmatic hernia; Hernia; Surgery; Pediatrics; Internal medicine; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004714565,0.0004915792,0.00091749,0.002040407,0.0002335581,0.0004829485,0.0006849422,0.0005210979,0.001393597],"category_scores_gemma":[0.001573475,0.000148943,0.0003776997,0.001469662,0.0003954571,0.0006333248,0.0004513012,0.0004730388,0.0004434135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003189037,"about_ca_system_score_gemma":0.001007568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530952,"about_ca_topic_score_gemma":0.002719004,"domain_scores_codex":[0.999734,0.00007420462,0.00007232305,0.00003061843,0.00007235355,0.00001646503],"domain_scores_gemma":[0.999612,0.000209965,0.0001014545,0.0000079793,0.00004294073,0.00002570006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006900301,0.00003014429,0.002065332,0.03578565,0.0001872386,0.003248966,0.0001356359,0.0001576783,0.0007256918,0.0004961077,0.01485421,0.9422443],"study_design_scores_gemma":[0.00009750776,0.0004011028,0.03886752,0.0787097,0.001502518,0.1337418,0.001548723,0.0002851275,0.002132993,0.002162212,0.7404812,0.00006965283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000375735,0.9991344,0.00003499313,0.00007926795,0.00004335563,0.000002165973,0.000005847224,0.000001915444,0.0003223123],"genre_scores_gemma":[0.003641658,0.9959552,0.00009521949,0.00009134639,0.00007691374,0.00000331771,0.00001892157,6.105587e-7,0.0001167386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002040407,"threshold_uncertainty_score":0.004662037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470607511474631,"score_gpt":0.3088923072335554,"score_spread":0.274186232118809,"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."}}