{"id":"W2341030356","doi":"10.1016/j.siny.2016.03.002","title":"Airway compromise in the fetus and neonate: Prenatal assessment and perinatal management","year":2016,"lang":"en","type":"review","venue":"Seminars in Fetal and Neonatal Medicine","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Airway; Airway obstruction; Neonatal resuscitation; Fetus; Airway management; Resuscitation; Obstetrics; Intensive care medicine; Pregnancy; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000863074,0.000661439,0.001988132,0.0004340782,0.00009987349,0.00002545637,0.0002084841,0.0002149021,0.00006746381],"category_scores_gemma":[0.0001125436,0.0003447426,0.00009794835,0.0003234132,0.0009040263,0.00009796314,0.0005928382,0.0007009919,0.000006884312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450181,"about_ca_system_score_gemma":0.00005672597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005607118,"about_ca_topic_score_gemma":0.00004881394,"domain_scores_codex":[0.9971871,0.0001770274,0.0008286962,0.0007619167,0.0005732827,0.0004720134],"domain_scores_gemma":[0.9984556,0.0007092556,0.0002182264,0.0003940094,0.00002612401,0.0001967814],"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":[0.00006022875,0.00004541699,0.000305326,0.0197163,0.0001595402,0.002112924,0.0008909987,5.301407e-9,5.525586e-7,0.0001942675,0.0001141294,0.9764003],"study_design_scores_gemma":[0.005901687,0.001068535,0.008446309,0.1188428,0.001064878,0.005193684,0.002221037,0.00005585937,6.316437e-7,0.0002310818,0.8563164,0.0006570839],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007187691,0.9855644,0.000007856488,0.001204495,0.0001923706,0.002288854,0.00007709905,0.00002382551,0.003453433],"genre_scores_gemma":[0.00733943,0.990739,0.0003346989,0.0001353292,0.000141699,0.0003393632,0.00006923224,0.00004502598,0.0008561506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9757432,"threshold_uncertainty_score":0.9999005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425700927709943,"score_gpt":0.3377175268359408,"score_spread":0.3134605175588413,"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."}}