{"id":"W2040652733","doi":"10.1007/s00247-006-0393-x","title":"Correlation of sonographic findings and outcome in necrotizing enterocolitis","year":2007,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":162,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Echogenicity; Necrotizing enterocolitis; Ultrasound; Radiology; Surgery; Gastroenterology; 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":[0.0006519675,0.00007516798,0.0002344016,0.0006109851,0.00005130939,0.00000409471,0.00003897461,0.000141625,0.00001837048],"category_scores_gemma":[0.00008674752,0.00008047192,0.0000367738,0.0003082147,0.00004838294,0.00006250509,0.00001176383,0.0001842247,0.000003990328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004191404,"about_ca_system_score_gemma":0.000007597295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001237262,"about_ca_topic_score_gemma":0.0000679787,"domain_scores_codex":[0.9989787,0.00006102672,0.00046573,0.000151429,0.00005990265,0.0002831915],"domain_scores_gemma":[0.999472,0.0002571474,0.0001173942,0.00007189734,0.00002376412,0.00005775204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071169,0.00002363268,0.9974697,0.0000796569,0.000001353868,0.000006559388,0.0005375413,0.000004617146,0.00007266056,0.0007827918,0.0002135814,0.0007007696],"study_design_scores_gemma":[0.001027582,0.0001475089,0.9973731,0.00000655567,0.00001262464,0.00009015806,0.00009514143,0.0002046093,0.0000251033,0.0004847963,0.0004593987,0.00007342747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971806,0.0005946262,0.0005457652,0.000410582,0.0005891683,0.0002287706,0.000003893429,0.00002404768,0.0004225775],"genre_scores_gemma":[0.9987956,0.0002091882,0.0004230127,0.0003326648,0.0002105912,0.000004602115,0.000008710548,0.000007605811,0.000008082123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614974,"threshold_uncertainty_score":0.328155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686656577941214,"score_gpt":0.2975597835552574,"score_spread":0.2806932177758453,"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."}}