{"id":"W4293115831","doi":"10.22374/jeleu.v5i2.151","title":"Bladder Xanthoma","year":2022,"lang":"en","type":"article","venue":"Journal of Endoluminal Endourology","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Xanthoma; Cystoscopy; Medicine; Histopathology; Differential diagnosis; Lesion; Pathology; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000293656,0.0001060677,0.0003466313,0.0002325671,0.0001575543,0.000006572882,0.00006012865,0.00003169259,0.002491787],"category_scores_gemma":[0.00009414235,0.00008738205,0.0002821223,0.0001202486,0.00006053353,0.00004777824,0.0000571007,0.0004093221,0.00001097698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183323,"about_ca_system_score_gemma":0.0003002473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000122135,"about_ca_topic_score_gemma":0.000001005871,"domain_scores_codex":[0.9987854,0.0001067371,0.0004120068,0.0001166621,0.0003528678,0.0002262987],"domain_scores_gemma":[0.9990612,0.00006594168,0.000396845,0.0001438091,0.0001516808,0.00018056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.01189249,0.009099372,0.4399532,0.0001170134,0.005097945,0.4381887,0.0008638442,0.0006315236,0.01560972,0.003217259,0.04116416,0.03416482],"study_design_scores_gemma":[0.009227075,0.01226975,0.09144978,0.00001253996,0.001586949,0.5989254,0.0003969658,0.00007439926,0.001033988,0.000639864,0.2841855,0.0001977697],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868252,0.0009006346,0.00006418983,0.0008387381,0.0008195824,0.0001140692,0.000007454368,0.0000143355,0.01041581],"genre_scores_gemma":[0.99778,0.0000337819,0.0002085405,0.000849909,0.0003632775,0.0000102669,0.000005426646,0.00001761672,0.0007311334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3485034,"threshold_uncertainty_score":0.9984201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009046089029949524,"score_gpt":0.2579607389872844,"score_spread":0.2489146499573349,"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."}}