{"id":"W72357297","doi":"","title":"Imaging of Small Bowel Obstruction following Gastric Bypass Surgery for Morbid Obesity: A retrospective review.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal hernia; Anastomosis; Intussusception (medical disorder); Bowel obstruction; Adhesion; Radiology; Retrospective cohort study; Stenosis; Surgery; Hernia; Morbid obesity; Weight loss; Internal medicine; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005667673,0.0001237726,0.0003993582,0.0001224208,0.00007799473,0.000008524904,0.00006062629,0.00004583316,0.00001925829],"category_scores_gemma":[0.002074798,0.0001058007,0.0003307741,0.0002609797,0.00004202517,0.00007107921,0.00002482284,0.0002400875,0.000003277999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005308669,"about_ca_system_score_gemma":0.00005379196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131972,"about_ca_topic_score_gemma":0.00002235762,"domain_scores_codex":[0.998934,0.00001971208,0.0003194849,0.0002276458,0.0001741483,0.0003250021],"domain_scores_gemma":[0.9990944,0.000190507,0.0001448644,0.0002115708,0.000219024,0.0001395807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001111548,0.000149018,0.9249425,0.001069018,0.00007163621,0.00004078391,0.00003320772,1.543294e-7,0.008035194,0.0001448601,0.003896518,0.06150599],"study_design_scores_gemma":[0.0003182954,0.00002477912,0.9931667,0.0003516503,0.0002344665,0.0002108787,0.00001595247,0.00004966706,0.003299131,0.000287174,0.001930661,0.0001106166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930337,0.0009793084,0.0002776533,0.001727167,0.001225472,0.001052728,0.00001994921,0.0000698948,0.001614116],"genre_scores_gemma":[0.9950424,0.0000980058,0.002413341,0.0003914672,0.0004029666,0.0007847129,0.00002649552,0.00002251228,0.0008180324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06822426,"threshold_uncertainty_score":0.4314425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570242445665885,"score_gpt":0.2560200971164395,"score_spread":0.2303176726597806,"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."}}