{"id":"W3095628462","doi":"10.1007/978-3-030-51067-1_4","title":"Congenital Diaphragmatic Hernia","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Congenital diaphragmatic hernia; Medicine; Extracorporeal membrane oxygenation; Pulmonary hypoplasia; Diaphragmatic hernia; Diaphragmatic breathing; Thoracoscopy; Surgery; Thoracotomy; Respiratory distress; Lung; Hernia; Anesthesia; Fetus; Internal medicine; Pregnancy; Pathology","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":[0.0001328215,0.0005431263,0.0003607969,0.001089879,0.0008962167,0.0009186604,0.0005567343,0.0007342653,0.08496106],"category_scores_gemma":[0.0004853686,0.0002622233,0.0002460339,0.0007499998,0.0005512467,0.001008373,0.001314485,0.001640096,0.0358543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439666,"about_ca_system_score_gemma":0.000541042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058842,"about_ca_topic_score_gemma":0.01171567,"domain_scores_codex":[0.9999138,0.00001274148,0.000004116656,0.00001460785,0.00004057484,0.00001408965],"domain_scores_gemma":[0.9998865,0.00004481387,0.000005192843,0.00001192152,0.00002484716,0.00002668461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001616461,0.00004123701,0.0002471785,0.0002085069,0.000003803149,0.0007443634,0.0002688228,0.0002624847,0.0006214562,0.04657565,0.6722407,0.2787696],"study_design_scores_gemma":[0.000001617652,0.00001048419,0.0003108412,0.0001156124,0.000001410966,0.0008029467,0.0000347329,0.00003168809,0.00005261885,0.003061346,0.9955742,0.000002423622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005717445,0.02316081,0.0006843114,0.001178182,0.00332449,0.0000262272,0.0001280683,0.00006276721,0.9708633],"genre_scores_gemma":[0.003071783,0.01662881,0.000804425,0.001122092,0.001347111,0.00002828745,0.0001743832,0.00003961902,0.9767835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08496106,"threshold_uncertainty_score":0.284223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735192421621328,"score_gpt":0.2474156177739782,"score_spread":0.220063693557765,"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."}}