{"id":"W2624634583","doi":"10.1002/hon.2438_64","title":"FREQUENCY OF PERFORATION & IMPACT OF BOWEL REST IN AGGRESSIVE NON‐HODGKIN LYMPHOMA WITH GASTROINTESTINAL INVOLVEMENT: AN INTERNATIONAL, MULTI‐CENTER RETROSPECTIVE STUDY","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Perforation; Retrospective cohort study; Chemotherapy; Lymphoma; Internal medicine; Univariate analysis; Surgery; Peritonitis; Bowel obstruction; Gastrointestinal perforation; Multivariate analysis; Gastroenterology","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":[0.0002866726,0.0001918512,0.000737457,0.0001583855,0.00007519229,0.00001331352,0.0002942342,0.0001123094,0.0003271961],"category_scores_gemma":[0.0005462417,0.0001296497,0.0001012879,0.0000694111,0.0003918798,0.0002697207,0.00009574742,0.0002155846,0.000004721452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006398574,"about_ca_system_score_gemma":0.0004300365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035202,"about_ca_topic_score_gemma":0.003330152,"domain_scores_codex":[0.9984442,0.0001244126,0.0005551334,0.0003885368,0.0002487832,0.0002389576],"domain_scores_gemma":[0.997999,0.00006394746,0.0009676368,0.0005089194,0.0003432307,0.0001172871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00221439,0.005111271,0.9851622,0.00003902804,0.000115064,0.0006475938,0.0009973401,0.00001526641,0.004862369,0.0001093566,0.00002886554,0.0006972302],"study_design_scores_gemma":[0.01213535,0.009858567,0.9755725,0.0002241912,0.00003794169,0.0005592846,0.0005862091,0.0005095302,0.0003474731,0.00005167626,0.000010106,0.0001072315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961432,0.00001906438,0.0001717485,0.0001497621,0.00007564662,0.0007409338,0.00003426336,0.00001269659,0.002652707],"genre_scores_gemma":[0.9933738,0.00002117325,0.006326674,0.00006494591,0.00003967785,0.00005442925,0.00007462816,0.00001206071,0.00003265334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009920962,"threshold_uncertainty_score":0.528696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06494795422468139,"score_gpt":0.3956611344029718,"score_spread":0.3307131801782904,"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."}}