{"id":"W4220786990","doi":"10.1111/his.14633","title":"Granulomas associated with renal neoplasms: A multi‐institutional clinicopathological study of 111 cases","year":2022,"lang":"en","type":"article","venue":"Histopathology","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sarcoidosis; Nephrectomy; Chromophobe cell; Pathology; Granuloma; Renal cell carcinoma; Biopsy; Oncocytoma; Kidney; Clear cell; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009551097,0.0003305593,0.0003331444,0.001827776,0.0008647289,0.0007969213,0.0004929308,0.0004549822,0.001516637],"category_scores_gemma":[0.003050327,0.0005512092,0.0003695503,0.001240636,0.0007133333,0.0006294654,0.001261242,0.0003035965,0.0003813383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003367174,"about_ca_system_score_gemma":0.0003761266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009015902,"about_ca_topic_score_gemma":0.001244063,"domain_scores_codex":[0.9990157,0.0001729934,0.0002119105,0.0002355265,0.0001958163,0.0001681381],"domain_scores_gemma":[0.9974805,0.0006480247,0.001047371,0.0003079496,0.0001681243,0.0003481272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003841892,0.00002319446,0.994582,0.00001841894,0.00001812338,0.003129791,0.0002125613,0.00002171383,0.0004580973,0.000009046115,0.00005405627,0.001434517],"study_design_scores_gemma":[0.00002031244,0.000204454,0.9587532,0.00003059532,0.00004595876,0.03871069,0.000928277,0.000167662,0.0005199508,0.00002213944,0.0005856619,0.0000111694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994179,0.0002036533,0.0001072503,0.00001036202,0.000002200534,0.0000168067,0.00005083399,0.000004416665,0.0001867187],"genre_scores_gemma":[0.999438,0.0001450542,0.0001658929,0.00001559115,0.000009217984,0.00001713803,0.0001554151,0.000002698453,0.00005099953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001827776,"threshold_uncertainty_score":0.005073667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09992605466874775,"score_gpt":0.345474036914514,"score_spread":0.2455479822457662,"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."}}