{"id":"W2128156782","doi":"10.2214/ajr.11.7376","title":"Centrally Infiltrating Renal Masses on CT: Differentiating Intrarenal Transitional Cell Carcinoma From Centrally Located Renal Cell Carcinoma","year":2012,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Renal cell carcinoma; Radiology; Diagnostic accuracy; Transitional cell carcinoma; Kappa; Carcinoma; Clear cell renal cell carcinoma; Area under the curve; Clear cell carcinoma; Pathology; Nuclear medicine; Cancer; Internal medicine; Bladder cancer","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":[0.0003328871,0.0006934446,0.001373753,0.0005199487,0.0002108221,0.00005159226,0.0004055033,0.0001292392,0.0006556045],"category_scores_gemma":[0.00006751369,0.0005804336,0.0006055983,0.0004492298,0.0004526251,0.0002909443,0.00006937397,0.001211601,0.00004443754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006580595,"about_ca_system_score_gemma":0.0006088382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003494756,"about_ca_topic_score_gemma":0.00001857828,"domain_scores_codex":[0.9948129,0.0005475889,0.001575178,0.0005426448,0.001012819,0.001508845],"domain_scores_gemma":[0.9961116,0.0003848977,0.001583573,0.0004778072,0.0003759039,0.001066227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002844958,0.002150708,0.7237539,0.00008784335,0.0004679295,0.002365663,0.002038908,0.0003850814,0.2581907,0.00005448114,0.0007214709,0.006938378],"study_design_scores_gemma":[0.005609438,0.00666872,0.6944798,0.0001491928,0.0009533878,0.002796618,0.00165263,0.0001122155,0.286559,0.00003994978,0.0004834624,0.0004956193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939775,0.001585953,0.001143963,0.000912045,0.0005607767,0.0003507908,0.00009296386,0.00004258956,0.001333363],"genre_scores_gemma":[0.9899272,0.00007545861,0.007544647,0.0007453483,0.001263282,0.00001126256,0.0002616704,0.0001002118,0.0000708662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02927417,"threshold_uncertainty_score":0.9996647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364243694418061,"score_gpt":0.228707565015385,"score_spread":0.2150651280712044,"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."}}