{"id":"W2162883547","doi":"10.1186/1746-1596-7-28","title":"Renal cell carcinoma associated with peritumoral sarcoid-like reaction without intratumoral granuloma","year":2012,"lang":"en","type":"article","venue":"Diagnostic Pathology","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Pathology; Epithelioid cell; Renal cell carcinoma; Granuloma; Sarcoidosis; Medicine; Giant cell; Carcinoma; Immunohistochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000682654,0.0003175916,0.0006118264,0.0002296699,0.0001752966,0.00002727886,0.0001405979,0.0002600083,0.0001319971],"category_scores_gemma":[0.001215341,0.000248401,0.000123655,0.0003992844,0.000369247,0.0001979535,0.00007837053,0.0007026237,0.0001699939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933402,"about_ca_system_score_gemma":0.0001841495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001176766,"about_ca_topic_score_gemma":0.00006834615,"domain_scores_codex":[0.9972659,0.0003366382,0.0003513011,0.0004469428,0.0005182052,0.001080952],"domain_scores_gemma":[0.9980774,0.0006499937,0.0001492395,0.0004332371,0.0002084014,0.000481717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003607101,0.001242927,0.908758,0.00004232032,0.00003128502,0.00128129,0.0005199114,8.650129e-7,0.08555973,0.00005932766,0.001406908,0.0007366779],"study_design_scores_gemma":[0.002839578,0.001535835,0.9663678,0.00008747369,0.0002241156,0.001779965,0.0002168274,0.00003862176,0.02602728,0.00002188249,0.0005650141,0.0002956306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994756,0.0007182249,0.00006779558,0.000567175,0.0003504441,0.000552697,0.00003331288,0.0001157706,0.002838607],"genre_scores_gemma":[0.9973322,0.00004845813,0.0003535923,0.0006583705,0.0005061607,0.0001350364,0.0002479651,0.00006122283,0.0006570182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05953245,"threshold_uncertainty_score":0.9999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520787545387424,"score_gpt":0.2788493030556088,"score_spread":0.2536414276017346,"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."}}