{"id":"W3004761772","doi":"10.1016/j.clgc.2020.02.001","title":"Histologic Subtype, Tumor Grade, Tumor Size, and Race Can Accurately Predict the Probability of Synchronous Metastases in T2 Renal Cell Carcinoma","year":2020,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa; Surgical Specialties (Canada); McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Chromophobe cell; Renal cell carcinoma; Logistic regression; Nephrectomy; Internal medicine; Carcinoma; Clear cell; Gastroenterology; Urology; Pathology; Oncology; Kidney","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":[0.0006468111,0.0003058457,0.0004860332,0.0003889847,0.0003053976,0.000570905,0.0002693109,0.0004060932,0.001227881],"category_scores_gemma":[0.003431225,0.0001912242,0.0004211566,0.0005126687,0.0002283594,0.0004080313,0.0002576119,0.0004242463,0.0002477829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552407,"about_ca_system_score_gemma":0.0004845892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774146,"about_ca_topic_score_gemma":0.01249808,"domain_scores_codex":[0.9997153,0.00009900705,0.00003345645,0.00003924128,0.00006630216,0.00004675175],"domain_scores_gemma":[0.9987379,0.0004226301,0.0003111428,0.00008205354,0.0001776196,0.0002687155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001709782,0.00002257531,0.9956225,0.00000580483,0.00002658143,0.00006283192,0.00001200292,0.0001724805,0.0004167632,0.000009944488,0.00008975982,0.003387841],"study_design_scores_gemma":[0.00001010842,0.0001245129,0.996268,0.000006185433,0.00009335438,0.0005076212,0.00008077861,0.002114007,0.0003602101,0.00008795017,0.0003422145,0.000005227039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976012,0.0005754583,0.0002926882,0.0001396648,0.00002169012,0.000007812913,0.0001387781,0.000009106588,0.001213581],"genre_scores_gemma":[0.999163,0.0001525437,0.0001910443,0.00003043229,0.00002820728,0.000003891757,0.0001417247,0.000005896222,0.000283191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003774146,"threshold_uncertainty_score":0.007504344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900866393972269,"score_gpt":0.3375998677825703,"score_spread":0.2385912038428476,"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."}}