{"id":"W2787239315","doi":"10.3233/kca-170020","title":"Fourth-Line Therapy in Metastatic Renal Cell Carcinoma (mRCC): Results from the International mRCC Database Consortium (IMDC)","year":2018,"lang":"en","type":"article","venue":"Kidney Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University","funders":"","keywords":"Medicine; Pazopanib; Sunitinib; Axitinib; Sorafenib; Renal cell carcinoma; Internal medicine; Oncology; Everolimus; Temsirolimus; Proportional hazards model; Targeted therapy; Retrospective cohort study; Urology; Surgery; Cancer; Hepatocellular carcinoma; Discovery and development of mTOR inhibitors","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":[0.004604186,0.0003266493,0.001060963,0.001867569,0.0002717923,0.001546451,0.0007301985,0.000452062,0.001587418],"category_scores_gemma":[0.010792,0.0001347124,0.001222012,0.00508631,0.0001779637,0.0005863992,0.001199122,0.0004893647,0.0004156455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536076,"about_ca_system_score_gemma":0.001506478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02321007,"about_ca_topic_score_gemma":0.02423688,"domain_scores_codex":[0.9965012,0.0009766852,0.0005832195,0.0006169212,0.001026626,0.0002953067],"domain_scores_gemma":[0.9849781,0.003241824,0.007406731,0.00138223,0.002028837,0.0009621989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002076155,0.00005921413,0.9760453,0.0004710041,0.0009756306,0.00007194723,0.00006962461,0.0009616922,0.0001240134,0.00008657348,0.006881686,0.01217719],"study_design_scores_gemma":[0.0002597299,0.0002592521,0.9871683,0.000228933,0.0008065538,0.0002912566,0.0001878456,0.001811591,0.0002688365,0.00005939489,0.008634985,0.00002341021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8199022,0.00905683,0.0004319822,0.0007184168,0.00004699535,0.0001140523,0.1673051,0.00006759397,0.00235689],"genre_scores_gemma":[0.8589271,0.001682964,0.0004751321,0.0002563439,0.00004313633,0.00007722337,0.1382104,0.00002463398,0.0003029857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02321007,"threshold_uncertainty_score":0.04614997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521137413412077,"score_gpt":0.3092914079217557,"score_spread":0.2540800337876349,"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."}}