{"id":"W1978958068","doi":"10.1007/s00383-014-3613-8","title":"Prospective evaluation of the impact of sonography on the management and surgical intervention of neonates with necrotizing enterocolitis","year":2014,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Academy of Medical Sciences; National Institute for Health and Care Research","keywords":"Medicine; Necrotizing enterocolitis; Laparotomy; Pediatric surgery; Surgery; Abdominal surgery; Necrosis; Physical examination; Pneumoperitoneum; Abdominal cavity; Enterocolitis; Laparoscopy; 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":[0.003054867,0.0003105297,0.0003854625,0.0005794405,0.0004807951,0.0006171704,0.0003917995,0.0006424409,0.0009286649],"category_scores_gemma":[0.01498979,0.0002505945,0.0003754646,0.0008874523,0.0006009503,0.0006102737,0.0005256041,0.0005868898,0.0001690991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850855,"about_ca_system_score_gemma":0.001158862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00340522,"about_ca_topic_score_gemma":0.004357112,"domain_scores_codex":[0.9976615,0.001454833,0.0002471235,0.000139471,0.0003074133,0.000189655],"domain_scores_gemma":[0.9893812,0.005101779,0.002692623,0.0003957307,0.001279616,0.001149064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002744519,0.0006516289,0.9924589,0.00003484133,0.00005548436,0.0001614488,0.0001248805,0.0001221154,0.0002028564,0.00002688507,0.00006115434,0.003355297],"study_design_scores_gemma":[0.0000541082,0.004825744,0.9938659,0.00001964618,0.00004948938,0.0002285295,0.0004402579,0.0001746206,0.0001150782,0.00001738182,0.000201483,0.000007664345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991397,0.0002846432,0.00004229412,0.0000422279,0.00000769163,0.00002027124,0.0001036181,8.777648e-7,0.0003585814],"genre_scores_gemma":[0.9993613,0.0001975354,0.0001386439,0.00002674053,0.00002132768,0.00002145433,0.0001544582,0.000001218648,0.00007731255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00340522,"threshold_uncertainty_score":0.0161559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966160664184681,"score_gpt":0.3044793140376059,"score_spread":0.2848177073957591,"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."}}