{"id":"W2318148354","doi":"10.1155/2005/637419","title":"Advances in the Diagnosis and Management of Toxic Megacolon","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Toxic megacolon; Megacolon; Intensive care medicine; Medicine; Internal medicine; Ulcerative colitis; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003293922,0.0007465016,0.001778655,0.003821522,0.0005411436,0.001817968,0.001512055,0.00177568,0.002048344],"category_scores_gemma":[0.008440318,0.0003617664,0.001064411,0.001729242,0.001274688,0.002398031,0.0008382645,0.004138377,0.0007404714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361421,"about_ca_system_score_gemma":0.002830904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007504207,"about_ca_topic_score_gemma":0.01325167,"domain_scores_codex":[0.9983473,0.0005335805,0.0002542759,0.0001743561,0.0005374143,0.0001530302],"domain_scores_gemma":[0.9938979,0.003301104,0.0006034481,0.000241351,0.001552215,0.0004040786],"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":[0.0004708053,0.0003063209,0.0174442,0.002042224,0.0001602363,0.004030074,0.0002121983,0.001640879,0.001928289,0.004384751,0.01371173,0.9536684],"study_design_scores_gemma":[0.0005847448,0.00216224,0.1018931,0.009162286,0.001196902,0.08932303,0.001512356,0.0107579,0.006478803,0.02167766,0.7549263,0.0003245792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01688081,0.9136195,0.009521503,0.04506451,0.001874971,0.00004267595,0.0001026235,0.0001180921,0.01277536],"genre_scores_gemma":[0.1540553,0.7967634,0.02461608,0.007095979,0.01468718,0.0000552007,0.0003111942,0.00005155969,0.002364135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007504207,"threshold_uncertainty_score":0.01742011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257055584594779,"score_gpt":0.257718760800128,"score_spread":0.2451482049541802,"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."}}