{"id":"W4407285120","doi":"10.1093/jcag/gwae059.067","title":"A67 CASE REPORT: A RARE CASE OF MALAKOPLAKIA","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Malakoplakia; Malacoplakia; Medicine; Pathology","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":[0.000548722,0.00008907346,0.0004076923,0.0003266073,0.00009358667,0.00000640725,0.00004679721,0.0001028366,0.000060197],"category_scores_gemma":[0.0006327116,0.00006540327,0.0003072036,0.0001371138,0.00004807042,0.00004037102,0.00001647812,0.0001896898,4.136715e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123622,"about_ca_system_score_gemma":0.001082677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01345898,"about_ca_topic_score_gemma":0.2970221,"domain_scores_codex":[0.998706,0.000134267,0.0007170149,0.00008308208,0.0001595884,0.0002000347],"domain_scores_gemma":[0.9971625,0.0000463752,0.001639349,0.0002083691,0.0007549315,0.0001885437],"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":[0.0001495327,0.00009783346,0.7562898,0.00003582577,0.0007447281,0.2388745,0.00005356422,0.00001515759,0.00002419822,0.00004261954,0.003565928,0.0001063408],"study_design_scores_gemma":[0.002685606,0.0005512054,0.2203349,0.0001408399,0.00106268,0.7734672,0.0001177294,0.00001500786,0.000117472,0.00009995057,0.001376467,0.00003090759],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937211,0.00003952078,0.00001371426,0.004131562,0.0006254386,0.0001584872,0.00004568635,0.00000222802,0.001262283],"genre_scores_gemma":[0.9981543,0.000005894184,0.00006110962,0.0005753909,0.00005401925,0.000001833198,0.000003457156,0.000006509257,0.001137465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.535955,"threshold_uncertainty_score":0.9931105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005857646516331933,"score_gpt":0.2524157841677409,"score_spread":0.2465581376514089,"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."}}