{"id":"W4285142823","doi":"10.1007/978-3-030-93997-7_72","title":"Congenital Diaphragmatic Hernia","year":2022,"lang":"en","type":"article","venue":"","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Diaphragmatic hernia; Diaphragmatic breathing; Surgery; Hernia; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339597,0.0001515834,0.0001669029,0.001926672,0.0006112089,0.0002942036,0.0003384605,0.0002802786,0.0190847],"category_scores_gemma":[0.001496955,0.00009396947,0.0001446893,0.0008906463,0.0004036897,0.0005368586,0.0005453122,0.0003385238,0.001682336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636887,"about_ca_system_score_gemma":0.0004304563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875271,"about_ca_topic_score_gemma":0.00396015,"domain_scores_codex":[0.9998326,0.0000259403,0.00002477006,0.00002613442,0.0000438476,0.00004664099],"domain_scores_gemma":[0.9993988,0.000183557,0.00005593952,0.00005468737,0.0001184472,0.000188461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004455246,0.0001595928,0.7884899,0.0004160926,0.00006396563,0.06037564,0.001161286,0.0002367829,0.005005163,0.006783129,0.01850323,0.1183596],"study_design_scores_gemma":[0.00003276888,0.0005504557,0.7734048,0.0002342784,0.00004846318,0.1447355,0.001354641,0.0001734491,0.003069106,0.0009436367,0.07542792,0.00002501971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345765,0.01019075,0.0003852769,0.00120777,0.0003609751,0.00009863222,0.002825017,0.00006103842,0.2502941],"genre_scores_gemma":[0.9721687,0.003309549,0.0005162727,0.0002998925,0.0003403569,0.00002893586,0.0009819871,0.00001113911,0.02234303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190847,"threshold_uncertainty_score":0.06384468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409410687086227,"score_gpt":0.2521202428019302,"score_spread":0.2380261359310679,"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."}}