{"id":"W2104918865","doi":"10.1148/rg.266065010","title":"Common and Uncommon Histologic Subtypes of Renal Cell Carcinoma: Imaging Spectrum with Pathologic Correlation","year":2006,"lang":"en","type":"review","venue":"Radiographics","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":335,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Chromophobe cell; Renal cell carcinoma; Pathology; Clear cell; Clear cell carcinoma; Carcinoma; Stage (stratigraphy)","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":[0.0002644043,0.0006339879,0.002314965,0.0009068985,0.00009525149,0.00001936247,0.0001432235,0.0003440743,0.000007915042],"category_scores_gemma":[0.000008770112,0.0004250205,0.0005471702,0.0009087346,0.0004177741,0.00005123022,0.00005514728,0.0006832721,0.000002808816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229107,"about_ca_system_score_gemma":0.000173692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002704781,"about_ca_topic_score_gemma":0.00006792002,"domain_scores_codex":[0.9976444,0.00023764,0.0007530545,0.0006120236,0.0003816809,0.0003711693],"domain_scores_gemma":[0.9980867,0.0002330706,0.0008144143,0.0006553648,0.00006916495,0.0001413108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003146251,0.0009644224,0.7432811,0.04177205,0.0004254092,0.007523195,0.0001303865,0.00003140763,0.00001603172,0.0005037823,0.001217986,0.2038196],"study_design_scores_gemma":[0.01008994,0.01102258,0.1677594,0.02769292,0.05216363,0.03590202,0.000132519,0.0005942084,0.000233844,0.001078797,0.6891205,0.004209593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01809437,0.9771898,0.0001162201,0.00003454626,0.00009994875,0.001066693,0.00003979164,0.0000678941,0.003290674],"genre_scores_gemma":[0.1893428,0.8091089,0.0006512377,0.00001402794,0.00007760988,0.00003917631,0.0005674421,0.0000708361,0.0001279123],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6879026,"threshold_uncertainty_score":0.9998202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236081857895064,"score_gpt":0.2588561242259935,"score_spread":0.2364953056470428,"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."}}