{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098133,0.0004074173,0.0002891937,0.0009976978,0.0001309752,0.0003139024,0.0002083615,0.0003267961,0.0006096029],"category_scores_gemma":[0.004136053,0.0001399383,0.0001042929,0.0002967595,0.0004378145,0.0005193871,0.0004010176,0.0002243745,0.0002056032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001559258,"about_ca_system_score_gemma":0.0002207292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002901653,"about_ca_topic_score_gemma":0.0002451957,"domain_scores_codex":[0.9994683,0.0002274749,0.00008430833,0.00006779852,0.0001036704,0.00004851685],"domain_scores_gemma":[0.9988253,0.0003050025,0.0004188461,0.00005558397,0.0002135501,0.0001818029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008935868,0.000109067,0.9560809,0.0001115923,0.00002492008,0.002203741,0.0001602078,0.0001158482,0.02348326,0.00004335735,0.00007792721,0.01669547],"study_design_scores_gemma":[0.00005980525,0.003275981,0.9528024,0.000110265,0.00004886239,0.03291035,0.0004075199,0.001181787,0.008375377,0.0001191748,0.0006900457,0.00001847264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997539,0.001032425,0.000841523,0.00002931067,0.000008398833,0.00002850277,0.00003697884,0.00001001363,0.0004738176],"genre_scores_gemma":[0.9982268,0.0003791557,0.001210755,0.0000186354,0.00001435424,0.00001842328,0.00006568619,0.000001497414,0.00006467157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001098133,"threshold_uncertainty_score":0.005807519,"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."}}