{"id":"W2946472581","doi":"10.1016/j.clgc.2019.05.017","title":"Real-World Evidence Data on Metastatic Renal-Cell Carcinoma Treatment in Austria: The RELACS Study","year":2019,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Astellas Pharma; Eisai; Fondazione Internazionale Menarini; British Microcirculation Society; M.S.I. Foundation; Ipsen Biopharmaceuticals; Pfizer; Intuitive Surgical; Takeda Pharmaceutical Company; Exelixis; Meso Scale Diagnostics; Ipsen; Olympus; Medtronic; Roche; Baxter International; Novartis Pharma; Novartis","keywords":"Medicine; Renal cell carcinoma; Real world evidence; Oncology; Internal medicine; Real world data; Data science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001395042,0.0004595519,0.001028888,0.0001815891,0.00008974865,0.00003315796,0.0006727353,0.0001019754,0.0005069897],"category_scores_gemma":[0.0002343627,0.0002693733,0.0002717355,0.0005857816,0.0001311555,0.0001563176,0.0004006305,0.0007292606,0.0006021211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102981,"about_ca_system_score_gemma":0.0008602879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714289,"about_ca_topic_score_gemma":0.001441575,"domain_scores_codex":[0.9953091,0.0009172445,0.00122539,0.00133881,0.0006690454,0.000540373],"domain_scores_gemma":[0.9927623,0.002988587,0.0003238362,0.003536816,0.00008798143,0.0003004622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003536616,0.005049461,0.9767631,0.00007255167,0.000292603,0.002760507,0.0002534077,0.0001485351,0.0002065461,0.000003492651,0.004568336,0.006344804],"study_design_scores_gemma":[0.008675491,0.01443387,0.9684089,0.0002912348,0.001214641,0.00002495238,0.0005040704,0.0002336227,0.0006245245,0.00001221615,0.005286812,0.0002896592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866173,0.002432977,3.805072e-7,0.002114091,0.0007836472,0.004059645,0.0000459278,0.00004331929,0.003902696],"genre_scores_gemma":[0.9715674,0.001917244,0.0001368857,0.0003881028,0.000678716,0.000384703,0.00005213033,0.00006222375,0.0248126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209099,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2797937960930926,"score_gpt":0.4543351437364627,"score_spread":0.17454134764337,"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."}}