{"id":"W4390830486","doi":"10.14309/crj.0000000000001257","title":"Severe Ulcerative Colitis Complicated by Malakoplakia Resulting in Proctocolectomy","year":2023,"lang":"en","type":"article","venue":"ACG Case Reports Journal","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Malakoplakia; Medicine; Ulcerative colitis; Proctocolectomy; Azathioprine; Refractory (planetary science); Colitis; Antibiotics; Gastroenterology; Internal medicine; Dermatology; Pathology; Disease","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":[0.0006674223,0.0002589849,0.000457023,0.000332238,0.0003765446,0.0001036676,0.00002177617,0.0001236669,0.0002592755],"category_scores_gemma":[0.0003297521,0.0002159179,0.0001690298,0.0007481748,0.00005910111,0.0001904586,0.000042696,0.0004984045,0.00003398006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590253,"about_ca_system_score_gemma":0.0004962751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002351239,"about_ca_topic_score_gemma":0.0001014819,"domain_scores_codex":[0.9975325,0.00009330568,0.000968185,0.0004210657,0.0004298204,0.0005551357],"domain_scores_gemma":[0.9982344,0.00007128131,0.0005636512,0.0003148801,0.0003648707,0.0004509372],"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":[0.0001885295,0.0003073305,0.1084922,0.00005051859,0.0002140284,0.875005,0.0002360667,0.00002251654,0.0003101918,0.000007294885,0.01197297,0.003193307],"study_design_scores_gemma":[0.00219376,0.0002022372,0.08385596,0.0002963383,0.0001394019,0.9043928,0.0002358156,0.0001613099,0.0004207103,0.0001624716,0.007722517,0.0002167182],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889325,0.0001288117,0.0000141522,0.0003690098,0.0002201765,0.001331342,0.00002809311,0.0001703746,0.008805487],"genre_scores_gemma":[0.9974305,0.00007256011,0.00006819247,0.0001609163,0.0001724183,0.0001727878,0.000156849,0.00004678198,0.001718989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02938773,"threshold_uncertainty_score":0.8804877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919203011141303,"score_gpt":0.3128690639096398,"score_spread":0.2936770337982267,"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."}}