{"id":"W2068918729","doi":"10.1016/j.prp.2005.03.008","title":"Hybrid chromophobe renal cell neoplasm","year":2005,"lang":"en","type":"article","venue":"Pathology - Research and Practice","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Chromophobe cell; Oncocytoma; Pathology; Renal oncocytoma; Cytokeratin; Immunostaining; Renal cell carcinoma; Staining; Medicine; Clear cell; Vimentin; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002232231,0.0001452819,0.0002375708,0.0001971256,0.0002182804,0.00004015236,0.00009121719,0.0001011173,0.000342644],"category_scores_gemma":[0.001524533,0.000104231,0.00004440917,0.0001551369,0.00032253,0.0002953769,0.0001364326,0.0008315276,0.0009066766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205149,"about_ca_system_score_gemma":0.0002070392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005885818,"about_ca_topic_score_gemma":0.0000115184,"domain_scores_codex":[0.9975274,0.0007279039,0.0002040906,0.000452877,0.0004953903,0.0005923612],"domain_scores_gemma":[0.996838,0.001975542,0.00006271709,0.0004206528,0.0003277567,0.0003753483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01147677,0.004922644,0.006768,0.0004277161,0.0002951984,0.07235261,0.002618632,0.000006880745,0.7278875,0.001215957,0.04880819,0.1232199],"study_design_scores_gemma":[0.004337715,0.005310887,0.01452504,0.00004607921,0.0001808172,0.04105157,0.0005554865,0.00009528214,0.2463375,0.0005628963,0.6867286,0.0002681373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.819725,0.003425262,0.00003369222,0.01507866,0.00005748063,0.0003800464,0.000008321649,0.00003482374,0.1612567],"genre_scores_gemma":[0.9800237,0.002549477,0.006721308,0.0007607494,0.0004259116,0.00005465522,0.00002520758,0.00002432456,0.009414621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6379204,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08382263902423412,"score_gpt":0.391206356752534,"score_spread":0.3073837177282999,"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."}}