{"id":"W2005250630","doi":"10.1007/s00247-012-2497-9","title":"Utility of CT in the diagnosis and management of small-bowel obstruction in children","year":2012,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; SickKids Foundation; Royal University Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Bowel obstruction; Radiology; Neuroradiology; Bowel resection; Radiography","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":[0.0002962501,0.00005641353,0.0001741614,0.00009927911,0.00001140874,5.076188e-7,0.00005084138,0.00003166018,0.00002975308],"category_scores_gemma":[0.00005834226,0.000037374,0.00002720598,0.0001928116,0.00005987974,0.00001777419,0.00002330111,0.0001048113,0.000001326315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007139521,"about_ca_system_score_gemma":0.000007784588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004179969,"about_ca_topic_score_gemma":0.00001706114,"domain_scores_codex":[0.9994186,0.00008448616,0.000220573,0.00008742659,0.00005203541,0.0001369222],"domain_scores_gemma":[0.9996487,0.0001470199,0.00005924351,0.0001065822,0.00001188166,0.00002654815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003651273,0.0001602462,0.9964152,0.0001158943,0.000009222771,0.000005233333,0.0002278348,0.000001051888,0.000009076095,0.0003256715,0.00009247023,0.002601597],"study_design_scores_gemma":[0.0003928404,0.0000984424,0.9988312,0.000009874349,0.00006907546,0.0002400494,0.00009610339,0.00001803005,0.00004709256,0.0001221767,0.00004514048,0.00003000646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968951,0.001982288,0.000004642045,0.0002071352,0.00006796358,0.0002646385,0.00000474003,0.000003184245,0.0005702741],"genre_scores_gemma":[0.9969102,0.002445027,0.0004162056,0.00003858658,0.0001434764,0.00002722732,0.000006300672,0.000002635193,0.0000103425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00257159,"threshold_uncertainty_score":0.1524067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717678671501221,"score_gpt":0.2741574920957542,"score_spread":0.246980705380742,"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."}}