{"id":"W3125140576","doi":"10.1001/jamanetworkopen.2020.21869","title":"Evaluation of Clear Cell, Papillary, and Chromophobe Renal Cell Carcinoma Metastasis Sites and Association With Survival","year":2021,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":299,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Sunnybrook Health Science Centre; University of Ottawa; Princess Margaret Cancer Centre; University of Calgary","funders":"Sanofi Genzyme; Ipsen; Astellas Pharma; Exelixis; Eisai; Sanofi; Genentech; AstraZeneca; Amgen; Pfizer; Bristol-Myers Squibb","keywords":"Chromophobe cell; Papillary renal cell carcinomas; Medicine; Metastasis; Papillary carcinoma; Clear cell; Oncology; Pathology; Clear cell renal cell carcinoma; Renal cell carcinoma; Internal medicine; Cancer; Thyroid carcinoma; Thyroid","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":[],"consensus_categories":[],"category_scores_codex":[0.00244272,0.0001790978,0.0004709786,0.00003677788,0.00009736914,0.00011137,0.00007404489,0.0001146219,0.0001980228],"category_scores_gemma":[0.00009004981,0.0001440937,0.00004829485,0.0002748611,0.00003602164,0.0001950757,0.0001970008,0.0001537636,0.000005186693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002359615,"about_ca_system_score_gemma":0.0003094312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002225043,"about_ca_topic_score_gemma":0.0001527976,"domain_scores_codex":[0.9975818,0.0006189689,0.0002813781,0.0003856543,0.0008873682,0.0002447843],"domain_scores_gemma":[0.9984269,0.0002211287,0.0002686724,0.0002980759,0.0006467577,0.0001384322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001115191,0.0003172307,0.9640291,0.0002339918,0.0005139418,0.0002060068,0.0006600248,0.0004268688,0.01923597,0.00003600028,0.004256291,0.008969337],"study_design_scores_gemma":[0.007070446,0.00124775,0.8861348,0.0001316456,0.002585414,0.00005969113,0.0003956727,0.001687954,0.09960664,0.00008200725,0.0007981829,0.0001997641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761042,0.008364812,0.0000068823,0.000591904,0.00004791513,0.0007286472,0.00001411475,0.000008838732,0.01413271],"genre_scores_gemma":[0.9961134,0.0005499801,0.002201668,0.00009984012,0.0001816575,0.00003050593,0.0001379773,0.00002839924,0.0006566279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08037067,"threshold_uncertainty_score":0.5875971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403841527623412,"score_gpt":0.2762309203240775,"score_spread":0.2358467675617363,"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."}}