{"id":"W4388899098","doi":"10.1200/go.23.00271","title":"Trends of Utilization of Systemic Therapies for Metastatic Renal Cell Carcinoma in the Canadian Health Care System","year":2023,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Ottawa; McGill University Health Centre; McGill University; Université Laval; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital; University Health Network; Health Sciences Centre; CancerCare Manitoba; Juravinski Cancer Centre; University of Manitoba; Hôtel-Dieu de Québec; BC Cancer Agency; Dalhousie University; University of Alberta; McMaster University; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Systemic therapy; Renal cell carcinoma; Cohort; Internal medicine; Kidney cancer; Cancer; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007435558,0.0003006829,0.0004256431,0.00236077,0.001675063,0.001222556,0.001512552,0.0005460497,0.002409669],"category_scores_gemma":[0.004429413,0.0002419683,0.0006707982,0.007296427,0.0006546457,0.0005209494,0.0007941531,0.0008880587,0.0001853001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04656493,"about_ca_system_score_gemma":0.05368383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892449,"about_ca_topic_score_gemma":0.9918914,"domain_scores_codex":[0.9976225,0.0001203707,0.0001773691,0.000383954,0.001078403,0.0006174358],"domain_scores_gemma":[0.9934528,0.0002900163,0.001932761,0.0001276373,0.003028606,0.001168206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008314927,0.00002954366,0.9811977,0.0001402861,0.0001078369,0.00009485011,0.0003766354,0.0005188507,0.0002404006,0.0003678545,0.004699243,0.01214362],"study_design_scores_gemma":[0.000008636063,0.00002962198,0.9951219,0.00009092992,0.00004293758,0.0001543331,0.0006350005,0.0007166177,0.0001186076,0.00003529478,0.003029004,0.00001695673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501709,0.008168097,0.0004467315,0.004199685,0.00005628845,0.0001037131,0.02744995,0.0001024429,0.009302094],"genre_scores_gemma":[0.9898554,0.002749878,0.0004959978,0.0004160393,0.00002365838,0.0000288371,0.005741039,0.00001113342,0.0006780744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9534351,"threshold_uncertainty_score":0.3378538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.066056637526048,"score_gpt":0.3543859277361913,"score_spread":0.2883292902101433,"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."}}