{"id":"W4281256430","doi":"10.1111/his.14700","title":"<scp>WHO</scp> 2022 landscape of papillary and chromophobe renal cell carcinoma","year":2022,"lang":"en","type":"review","venue":"Histopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Cancer Research UK; Francis Crick Institute; World Health Organization","keywords":"Papillary renal cell carcinomas; Chromophobe cell; Pathology; Clear cell; Grading (engineering); Oncocytoma; Renal cell carcinoma; TFE3; Renal oncocytoma; Eosinophilic; Medicine; Biology","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":[0.0009617528,0.0005270324,0.0008370991,0.002400311,0.0007348991,0.001666837,0.001113939,0.002080432,0.05287344],"category_scores_gemma":[0.002861853,0.0002547688,0.0006893455,0.00288214,0.001174117,0.001397501,0.001318373,0.002383256,0.02505395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510839,"about_ca_system_score_gemma":0.003324701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007001909,"about_ca_topic_score_gemma":0.0111213,"domain_scores_codex":[0.999036,0.0001327276,0.0001639751,0.00008522028,0.0004601373,0.0001218984],"domain_scores_gemma":[0.996823,0.0006155155,0.0003652327,0.0001363385,0.001684808,0.0003751923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000206186,0.000005022192,0.0001745398,0.0009958663,0.000008671375,0.0004134013,0.00002420584,0.00006734966,0.0005717379,0.001866266,0.9064445,0.08940791],"study_design_scores_gemma":[0.000005603903,0.00001231139,0.001233705,0.0006275413,0.000004768064,0.001253668,0.0000181595,0.00003533443,0.0001437775,0.0009758628,0.9956821,0.000007050561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002017858,0.2792781,0.006547974,0.1711828,0.09400295,0.0009291769,0.02144291,0.002477491,0.4221208],"genre_scores_gemma":[0.02063663,0.391976,0.01246258,0.1809812,0.1229877,0.00139058,0.05396331,0.001501678,0.2141003],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05287344,"threshold_uncertainty_score":0.1768792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220802016750317,"score_gpt":0.2654356372430326,"score_spread":0.2332276170755294,"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."}}