{"id":"W4317038705","doi":"10.1503/cmaj.221084","title":"Visible mucosal changes of pseudomembranous colitis in a sigmoid colostomy","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colostomy; Pseudomembranous colitis; Sigmoid colon; Surgery; Colorectal cancer; Cellulitis; Gastroenterology; Internal medicine; General surgery; Cancer; Clostridium difficile; Rectum; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002834015,0.00112411,0.0008104382,0.001720246,0.002149305,0.0009892489,0.0006532494,0.002391382,0.002541521],"category_scores_gemma":[0.002047874,0.001064182,0.0007861025,0.001051953,0.001401627,0.001224739,0.0009540775,0.002451713,0.0005015217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117304,"about_ca_system_score_gemma":0.0008003101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006528725,"about_ca_topic_score_gemma":0.01146194,"domain_scores_codex":[0.9996343,0.0000398646,0.00002946361,0.00005706944,0.00007365808,0.0001656959],"domain_scores_gemma":[0.9988121,0.0002069509,0.000163933,0.00007675485,0.00007253405,0.0006677572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002204512,0.00005105756,0.01696969,0.00004053735,0.00001394551,0.9801536,0.0001353499,0.0000579104,0.001427421,0.00004899825,0.0001226307,0.00075844],"study_design_scores_gemma":[0.00008357722,0.0005201616,0.09576514,0.00004583638,0.00005679872,0.9006792,0.0004904674,0.0004823935,0.0009677455,0.0001078302,0.0007710392,0.00002977253],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862491,0.003991412,0.0007386822,0.001600691,0.0002773958,0.0001514704,0.0001361141,0.00008503295,0.006770069],"genre_scores_gemma":[0.9982297,0.000609898,0.0002406698,0.0003396363,0.0001613691,0.00000545068,0.00003202489,0.000004617382,0.0003766499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006528725,"threshold_uncertainty_score":0.01298147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008819656774601801,"score_gpt":0.2606083868190236,"score_spread":0.2517887300444218,"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."}}