{"id":"W3096812309","doi":"10.1002/pd.5859","title":"Prenatal assessment of congenital diaphragmatic hernia at north american fetal therapy network centers: A continued plea for standardization","year":2020,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Prenatal diagnosis; Fetus; Diaphragmatic hernia; Magnetic resonance imaging; Lung; Radiology; Obstetrics; Nuclear medicine; Hernia; Pregnancy; Internal medicine","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":[0.02745304,0.00028924,0.000340783,0.002242843,0.0009588868,0.001736601,0.001441265,0.0009459556,0.00161166],"category_scores_gemma":[0.04267412,0.0002135204,0.0002729953,0.002205823,0.001922742,0.0026873,0.00258258,0.001339391,0.0002356484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732757,"about_ca_system_score_gemma":0.004762169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391544,"about_ca_topic_score_gemma":0.01880825,"domain_scores_codex":[0.9853826,0.00833793,0.001837223,0.0008527208,0.003039503,0.0005501696],"domain_scores_gemma":[0.9445303,0.02520556,0.0112912,0.003586545,0.01155968,0.00382679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053396,0.00009318563,0.7795663,0.0005410163,0.00004065721,0.0003292589,0.004491351,0.0005498328,0.000922456,0.0009454947,0.008301111,0.2041139],"study_design_scores_gemma":[0.00001830393,0.0002779606,0.9625413,0.001771509,0.00002592903,0.001687526,0.01023054,0.001225986,0.000654278,0.001344797,0.02017013,0.00005163798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.779465,0.04080242,0.01547899,0.1450775,0.001156579,0.0005093534,0.0008037373,0.0004908764,0.01621567],"genre_scores_gemma":[0.9677325,0.00972038,0.01593318,0.004989597,0.0005490574,0.0002100754,0.0004143418,0.00004526345,0.0004057008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02745304,"threshold_uncertainty_score":0.1451873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366399254526366,"score_gpt":0.2921200369874398,"score_spread":0.2684560444421761,"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."}}