{"id":"W1973291572","doi":"10.1111/his.12647","title":"Urinary bladder xanthoma: a multi‐institutional series of 17 cases","year":2015,"lang":"en","type":"article","venue":"Histopathology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Manitoba; Calgary Laboratory Services; University of Calgary","funders":"Calgary Laboratory Services","keywords":"Medicine; Pathology; Malakoplakia; Urinary bladder; Urinary system; Xanthoma; Histiocyte; Biopsy; Urology; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0000729362,0.0001125878,0.0002810634,0.00008776379,0.00005615343,0.000001493577,0.00004133006,0.00007601683,0.0001394084],"category_scores_gemma":[0.0001717571,0.00008992122,0.00006315304,0.00007223931,0.0004189773,0.00004986745,0.00002970321,0.00006328796,0.00008288448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057076,"about_ca_system_score_gemma":0.0003167201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006616321,"about_ca_topic_score_gemma":0.00003169613,"domain_scores_codex":[0.9993426,0.0000293808,0.0001843413,0.0001776033,0.0001212092,0.0001448923],"domain_scores_gemma":[0.9995112,0.0000177112,0.00006038424,0.0001967842,0.0001035151,0.0001104214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00868207,0.02631759,0.5584241,0.0007415847,0.0003360514,0.1800972,0.0172733,0.0001798535,0.01109617,0.04452184,0.1396398,0.01269043],"study_design_scores_gemma":[0.01818202,0.007158985,0.4886781,0.0001244112,0.0007041525,0.07241488,0.001426816,0.0001841201,0.0006752165,0.0008115323,0.4091505,0.0004892159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613837,0.003371997,0.0004403988,0.0003947593,0.0004499994,0.0002119067,0.00004269249,0.00005550727,0.03364905],"genre_scores_gemma":[0.9815453,0.0000239934,0.005162806,0.000146986,0.00004234399,0.00002287799,0.00005641951,0.00001020855,0.01298904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2695107,"threshold_uncertainty_score":0.3666881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957213214443405,"score_gpt":0.3000264694876117,"score_spread":0.2404543373431776,"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."}}