{"id":"W4396778802","doi":"10.1177/08465371241252035","title":"Bowel Emergencies in Patients With Cancer","year":2024,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Toxic megacolon; Perforation; Intensive care medicine; Cancer; Colorectal cancer; Bowel obstruction; Bowel perforation; Enterocolitis; General surgery; Internal medicine; Surgery; Complication; Ulcerative colitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535373,0.0004899612,0.0007785856,0.001384724,0.0003509495,0.0007378904,0.0003879995,0.000834153,0.003108117],"category_scores_gemma":[0.001367161,0.0001298452,0.000375247,0.001624149,0.0003299592,0.0005407616,0.0004266144,0.001093863,0.0007401984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659749,"about_ca_system_score_gemma":0.001551519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898904,"about_ca_topic_score_gemma":0.01167211,"domain_scores_codex":[0.9997349,0.00005120096,0.0000461454,0.0000274483,0.0001154078,0.0000248782],"domain_scores_gemma":[0.9995533,0.0001660254,0.0001310931,0.000006706923,0.0001056124,0.00003732489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005419668,0.00004053802,0.003665717,0.02057916,0.0001057444,0.001371243,0.0002074038,0.0001609497,0.0004622694,0.001247217,0.06195425,0.9101514],"study_design_scores_gemma":[0.00002889857,0.0001013192,0.01780681,0.0411919,0.0003452251,0.0289391,0.0004993514,0.0001170726,0.0002375259,0.001413396,0.9092773,0.00004204954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002897482,0.9975564,0.00004671864,0.0004559519,0.0001717843,0.000005635212,0.00001950796,0.000005683934,0.001448584],"genre_scores_gemma":[0.003006771,0.9958599,0.000110165,0.0003408995,0.0002336862,0.000005157889,0.00003330242,0.000001140195,0.0004090199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005898904,"threshold_uncertainty_score":0.01172912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620992088780885,"score_gpt":0.3213096683548819,"score_spread":0.2950997474670731,"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."}}