{"id":"W4388573853","doi":"10.1016/j.clp.2023.10.001","title":"Congenital Diaphragmatic Hernia","year":2023,"lang":"en","type":"article","venue":"Clinics in Perinatology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Diaphragmatic hernia; Pathophysiology; Hernia; Diaphragmatic breathing; Pulmonary hypertension; Intensive care medicine; General surgery; Surgery; Internal medicine; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004638617,0.0001840223,0.000628354,0.0003292809,0.00005280305,0.000009506894,0.0001387349,0.000199553,0.0003228341],"category_scores_gemma":[0.001744765,0.0001749225,0.0001335489,0.0006473991,0.0002466864,0.00004115582,0.0001908017,0.0003724782,0.002808367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006221575,"about_ca_system_score_gemma":0.0001066287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263604,"about_ca_topic_score_gemma":0.0001452159,"domain_scores_codex":[0.9983042,0.00008601321,0.0006054146,0.000349022,0.0001877413,0.0004675558],"domain_scores_gemma":[0.9985487,0.0007817239,0.00007057383,0.0004007039,0.00007808825,0.0001201691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002741787,0.0004864381,0.8828835,0.0006623007,0.0004384885,0.0065923,0.003529309,0.000009860371,0.0002288062,0.007053445,0.003037112,0.09480423],"study_design_scores_gemma":[0.004587037,0.0004937476,0.9012235,0.000118818,0.000133006,0.0006687903,0.00240389,0.004621,0.00008207968,0.007746834,0.07744383,0.0004774318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982308,0.0005325631,0.000006132093,0.001795481,0.0006635788,0.0003821634,0.000009797618,0.0002491304,0.01405321],"genre_scores_gemma":[0.9966357,0.000298699,0.0002075221,0.0005597001,0.00006085185,0.0001193868,0.00001848867,0.00003554205,0.002064111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0943268,"threshold_uncertainty_score":0.9979681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554027495568082,"score_gpt":0.3616546746593027,"score_spread":0.3261143997036219,"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."}}