{"id":"W2035546705","doi":"10.1148/radiol.2353040280","title":"Fetal Lung-to-Liver Signal Intensity Ratio at MR Imaging: Development of a Normal Scale and Possible Role in Predicting Pulmonary Hypoplasia in Utero","year":2005,"lang":"en","type":"article","venue":"Radiology","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gestational age; Gestation; Lung; Fetus; Population; Hypoplasia; Retrospective cohort study; Pulmonary hypoplasia; Magnetic resonance imaging; Pregnancy; Autopsy; Radiology; Nuclear medicine; Pathology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812714,0.00014114,0.0004379443,0.0002211778,0.00004609289,0.000003474659,0.00005693642,0.00006616131,0.00005438201],"category_scores_gemma":[0.00008170107,0.0001327877,0.0000291678,0.0001368571,0.000108982,0.00007745291,0.0001998943,0.0001604096,0.00001613748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362112,"about_ca_system_score_gemma":0.00008712682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007918213,"about_ca_topic_score_gemma":0.001595991,"domain_scores_codex":[0.9988324,0.00005453415,0.000439772,0.0002579757,0.000110621,0.0003047037],"domain_scores_gemma":[0.9995832,0.0001006743,0.0000615059,0.0001084781,0.00005009994,0.00009598239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692307,0.00009864015,0.9476189,0.00006325819,0.00003777909,0.0001895613,0.00623215,0.00003292743,0.02102664,0.000002169345,0.00009234448,0.02423638],"study_design_scores_gemma":[0.001043274,0.00007092969,0.9589808,0.00008531201,0.00002213904,0.001103683,0.0005004468,0.03415674,0.003712469,0.000006642111,0.000204365,0.0001132194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966487,0.00115258,0.0001151625,0.0005499172,0.00004280163,0.0003526683,0.00000456597,0.00001874564,0.001114878],"genre_scores_gemma":[0.9956778,0.00001729382,0.003826526,0.0001974238,0.00005887162,0.00003050036,0.00001045054,0.00001087152,0.0001702397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03412381,"threshold_uncertainty_score":0.5414925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008383747873461043,"score_gpt":0.2321794695447664,"score_spread":0.2237957216713053,"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."}}