{"id":"W4230352743","doi":"10.1016/j.jamcollsurg.2005.01.026","title":"Pseudomembranous Colitis","year":2005,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Pseudomembranous colitis; Colitis; General surgery; Gastroenterology; Clostridium difficile; Microbiology; Antibiotics","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":[0.0003406356,0.0001144122,0.0006712616,0.0001737505,0.00006157905,0.000004462323,0.0002478285,0.00002664734,0.0003282389],"category_scores_gemma":[0.0002934413,0.00007853734,0.0004016508,0.0005677853,0.000368909,0.00006246945,0.00006451958,0.000252591,0.000008721535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641745,"about_ca_system_score_gemma":0.0005872215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001979482,"about_ca_topic_score_gemma":0.0001261865,"domain_scores_codex":[0.9985292,0.00008616371,0.0006298182,0.00008981135,0.0004246146,0.00024042],"domain_scores_gemma":[0.9980424,0.0002108218,0.0009068788,0.000351718,0.0003146059,0.0001735805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005328278,0.002612316,0.3117686,0.0003565454,0.001767364,0.001425144,0.001135591,0.0001751418,0.1242816,0.002912204,0.4968665,0.05137077],"study_design_scores_gemma":[0.003062828,0.001129663,0.6643685,0.0005427012,0.0003942623,0.009247489,0.0007757784,0.0000557284,0.02128424,0.0001586009,0.2987672,0.000213019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811171,0.0002136587,0.00002426096,0.01513012,0.0002939426,0.0001766164,0.00008591408,0.000007537433,0.002950819],"genre_scores_gemma":[0.9932319,0.0001675752,0.001731583,0.001031656,0.0002267482,0.000001553712,2.583995e-7,0.00001783536,0.00359091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3525999,"threshold_uncertainty_score":0.3593986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00950231732286305,"score_gpt":0.2614066852862105,"score_spread":0.2519043679633475,"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."}}