{"id":"W2605821659","doi":"10.3233/kca-160002","title":"Outcomes of Metastatic Chromophobe Renal Cell Carcinoma (chrRCC) in the Targeted Therapy Era: Results from the International Metastatic Renal Cell Cancer Database Consortium (IMDC)","year":2017,"lang":"en","type":"article","venue":"Kidney Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; BC Cancer Agency; University of Toronto; Sunnybrook Health Science Centre; University of Calgary","funders":"Foundation Medicine; Astellas Pharma; Eisai; National Comprehensive Cancer Network; GlaxoSmithKline; Exelixis; Genentech; AstraZeneca; Pfizer; Bristol-Myers Squibb","keywords":"Renal cell carcinoma; Medicine; Chromophobe cell; Oncology; Targeted therapy; Cancer; Internal medicine; Clear cell","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":[0.002418914,0.0001508681,0.0005406219,0.001013667,0.0002467929,0.0009190404,0.0003494797,0.0002395363,0.0007187726],"category_scores_gemma":[0.005628949,0.00009627504,0.000525562,0.002088536,0.0002285821,0.0004549129,0.0007382667,0.000387471,0.0001594483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008590651,"about_ca_system_score_gemma":0.0007321729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006165,"about_ca_topic_score_gemma":0.01174831,"domain_scores_codex":[0.9980565,0.0005539221,0.0002623231,0.000344299,0.0006106284,0.0001723201],"domain_scores_gemma":[0.9955727,0.0008740054,0.002112612,0.0003479412,0.0006762382,0.0004164542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007983519,0.00003855138,0.9858873,0.0001444946,0.0003758567,0.00005060307,0.00008595076,0.0003294223,0.000160966,0.00009536937,0.002315185,0.009717843],"study_design_scores_gemma":[0.00006982948,0.0002765571,0.9940308,0.0000991757,0.0003759713,0.0004890919,0.0002348585,0.0006126694,0.0002920613,0.00008233717,0.003422368,0.00001430683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739875,0.003739764,0.0003108741,0.0002989,0.00002088164,0.000044806,0.02006988,0.000018105,0.001509377],"genre_scores_gemma":[0.9785539,0.0008941852,0.0002120169,0.0001175261,0.0000280493,0.00002517305,0.02006133,0.00001075077,0.00009721022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006165,"threshold_uncertainty_score":0.01279265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05602898733680911,"score_gpt":0.3205884367928813,"score_spread":0.2645594494560722,"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."}}