{"id":"W2060084437","doi":"10.1053/jpsu.2001.20711","title":"Early operation in children with pancreas transection","year":2001,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Presentation (obstetrics); Surgery; Retrospective cohort study; Pancreatic injury; Pancreas; Pediatrics; Pancreatitis; 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":[0.0004507627,0.00008105388,0.0002868696,0.0004200067,0.00002741397,0.00001488687,0.0000261473,0.00005512952,0.0000711317],"category_scores_gemma":[0.00006677007,0.00005639123,0.0001066061,0.0003558048,0.00001655105,0.0002733109,0.0000018293,0.0002106967,0.000005867375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004222943,"about_ca_system_score_gemma":0.0001764844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006234692,"about_ca_topic_score_gemma":0.000006471648,"domain_scores_codex":[0.9991047,0.00004267739,0.0003928104,0.00007201973,0.0002583695,0.0001293941],"domain_scores_gemma":[0.9994842,0.0000949787,0.0001726409,0.00005972493,0.0001028062,0.00008567207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001039692,0.0001181582,0.994216,0.0000076783,0.00003535323,0.0001167948,0.0001272706,0.000009275423,0.0001439741,0.000002271368,0.001175934,0.003007608],"study_design_scores_gemma":[0.0008605528,0.0003951937,0.9968783,0.00002503249,0.0001685989,0.001288722,0.00005098415,0.000005114774,0.0001136353,0.00001179786,0.0001366919,0.00006534559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998407,0.0006358306,0.0002277195,0.0002669513,0.0001550168,0.00007985563,5.417193e-7,0.000007300901,0.0002197498],"genre_scores_gemma":[0.9950014,0.001508592,0.0002231821,0.00007167602,0.003102628,0.000001425533,0.000001886436,0.00001096045,0.00007829388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003405678,"threshold_uncertainty_score":0.2299568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681539711428636,"score_gpt":0.2477615687054458,"score_spread":0.2309461715911594,"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."}}