{"id":"W4384924763","doi":"10.1148/rg.230035","title":"Imaging Features of Neonatal Bowel Obstruction","year":2023,"lang":"en","type":"article","venue":"Radiographics","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Volvulus; Bowel obstruction; Atresia; Differential diagnosis; Radiology; Pyloric stenosis; Duodenal atresia; Gastroenterology; Internal medicine; Pathology","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":[0.00008492771,0.00007799765,0.0001166184,0.0005509321,0.00005675476,0.000007837149,0.00004163503,0.00003816225,0.0000573691],"category_scores_gemma":[0.0001187182,0.00007464981,0.0001323518,0.00116987,0.0001207674,0.00006044318,0.00001039091,0.0001394571,0.0000126824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007814113,"about_ca_system_score_gemma":0.00002375387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002935555,"about_ca_topic_score_gemma":0.000004652795,"domain_scores_codex":[0.9993501,0.00001360627,0.0001632369,0.0001274918,0.0002120267,0.0001335605],"domain_scores_gemma":[0.9995759,0.00003921559,0.00006429409,0.0001321396,0.0001302351,0.00005828933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003067866,0.00006298471,0.7452776,0.0003940675,0.00015143,0.0001097616,0.001344778,0.0001855625,0.008386508,0.02184256,0.02324438,0.1986936],"study_design_scores_gemma":[0.00083218,0.00005936872,0.9847016,0.00006047254,0.00005356787,0.0003746013,0.001918507,0.001105578,0.001512804,0.001625747,0.00765105,0.000104496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909287,0.0005666926,0.0006921415,0.001798162,0.0007701886,0.0002301232,0.00001117823,0.0003804705,0.00462231],"genre_scores_gemma":[0.9975284,0.0001717903,0.00156421,0.0001782473,0.00007785129,0.000006660389,0.00005105512,0.00001598224,0.0004058545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.239424,"threshold_uncertainty_score":0.3044131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012495706806205,"score_gpt":0.2628191756908579,"score_spread":0.2526942186227958,"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."}}