{"id":"W4313545839","doi":"10.1148/rg.220110","title":"US for Evaluation of Acute Abdominal Conditions in Neonates","year":2023,"lang":"en","type":"article","venue":"Radiographics","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Volvulus; Radiology; Vascularity; Necrotizing enterocolitis; Acute pancreatitis; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008138543,0.0009383283,0.000651303,0.002641025,0.0005588561,0.0009269782,0.0005901117,0.001577239,0.03487765],"category_scores_gemma":[0.0049606,0.0002724825,0.0006074115,0.001031733,0.0006806387,0.001125729,0.0007918053,0.002327706,0.02238666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004990118,"about_ca_system_score_gemma":0.0009629055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368161,"about_ca_topic_score_gemma":0.001857474,"domain_scores_codex":[0.9995387,0.000101818,0.00008680795,0.00004040673,0.0001771651,0.00005509357],"domain_scores_gemma":[0.9982898,0.0004394431,0.0002415602,0.0001003524,0.0007055926,0.0002232531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001649801,0.00008243677,0.012968,0.001511021,0.00004681842,0.01756476,0.0001608359,0.0002159858,0.005699375,0.002518684,0.5384155,0.4206516],"study_design_scores_gemma":[0.00007785672,0.0002001973,0.02776997,0.006195954,0.00006182619,0.1333202,0.0004169471,0.0003081126,0.001902706,0.004058996,0.8256125,0.00007469051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01912358,0.3965243,0.02242161,0.09244564,0.03898776,0.00136055,0.001929957,0.002672843,0.4245337],"genre_scores_gemma":[0.1454958,0.4781708,0.06414726,0.07932124,0.07613645,0.001738589,0.004207864,0.001168745,0.1496133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03487765,"threshold_uncertainty_score":0.1166774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193056572442037,"score_gpt":0.3553098143336911,"score_spread":0.3233792486092707,"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."}}