{"id":"W1979464227","doi":"10.1148/radiol.2352031718","title":"Necrotizing Enterocolitis: Assessment of Bowel Viability with Color Doppler US","year":2005,"lang":"en","type":"article","venue":"Radiology","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Necrotizing enterocolitis; Laparotomy; Gestational age; Color doppler; Radiology; Enterocolitis; Surgery; Gastroenterology; Internal medicine; Ultrasonography; Pregnancy","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":[0.0002984568,0.0001099945,0.0003186247,0.00007432623,0.00009175131,0.000007098708,0.00008079703,0.0001090294,0.0002940948],"category_scores_gemma":[0.00001748462,0.00009448818,0.00005154059,0.0000747107,0.0001484835,0.00007361559,0.00001632521,0.0001847808,0.00001314745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216925,"about_ca_system_score_gemma":0.00005545232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001071338,"about_ca_topic_score_gemma":0.0002008955,"domain_scores_codex":[0.9988136,0.0001943496,0.0003258556,0.0002308426,0.0001008004,0.0003345172],"domain_scores_gemma":[0.9993727,0.0001092093,0.0001347443,0.000222791,0.0000761357,0.00008444543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001698786,0.0009823982,0.9462734,0.0005014256,0.00009637495,0.00002878038,0.001367071,0.0006020013,0.01288805,0.01829125,0.01365653,0.003613919],"study_design_scores_gemma":[0.003098984,0.001514542,0.9006747,0.00006602357,0.00003360015,0.000581603,0.0001455963,0.003338797,0.002561552,0.0001897264,0.08758257,0.0002123031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988081,0.00006063415,0.0004697796,0.004824571,0.0002740404,0.0005842071,0.00002526144,0.00006275008,0.005617759],"genre_scores_gemma":[0.9885828,0.00001217969,0.008445306,0.002603835,0.000223553,0.00005523386,0.00002064876,0.00001294202,0.00004344061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07392603,"threshold_uncertainty_score":0.3853116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228641068711588,"score_gpt":0.311931577999752,"score_spread":0.2996451673126361,"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."}}