{"id":"W2754635348","doi":"10.1007/s11255-017-1703-y","title":"Survival of metastatic renal cell carcinoma patients continues to improve over time, even in targeted therapy era","year":2017,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Renal cell carcinoma; Internal medicine; Nephrology; Oncology; Incidence (geometry); Epidemiology; Proportional hazards model","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":[0.0001713577,0.0001520052,0.0003936308,0.0001889861,0.00004558543,0.000008878565,0.0001856558,0.0001088884,0.0002809533],"category_scores_gemma":[0.00009889947,0.0001267574,0.00006445748,0.00002751095,0.0001740031,0.00006854302,0.000107039,0.0001658681,0.00002582445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003322995,"about_ca_system_score_gemma":0.00004918891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002608426,"about_ca_topic_score_gemma":0.000070802,"domain_scores_codex":[0.9989188,0.0001034035,0.0003045793,0.0003060491,0.0001570953,0.0002101113],"domain_scores_gemma":[0.9991639,0.0001450545,0.0002006018,0.0002646188,0.0001437654,0.00008203678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004938367,0.0004831323,0.8872426,0.000009035582,0.0002171721,0.0001524945,0.0002558451,0.00000591316,0.1037536,0.000217379,0.0005841324,0.00214039],"study_design_scores_gemma":[0.00598399,0.002343992,0.9777065,0.00000320396,0.0000464982,0.00001727315,0.000003566678,0.0001622542,0.01146457,0.0003866199,0.001797894,0.00008365097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949368,0.0002231163,0.00001200719,0.001745864,0.0003173405,0.0003677139,0.00004642482,0.000006981134,0.00234375],"genre_scores_gemma":[0.9977688,0.00002452273,0.00020075,0.001267417,0.00007716211,0.00003414828,0.00005335588,0.00001337239,0.0005604776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09228902,"threshold_uncertainty_score":0.5169016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313919082876408,"score_gpt":0.2675228915549678,"score_spread":0.2543837007262037,"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."}}