{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004646071,0.0001332006,0.0006028506,0.0002947004,0.00005635993,0.000003733152,0.0001245154,0.000090949,0.000005717159],"category_scores_gemma":[0.00002172961,0.00009019025,0.0001298672,0.000796303,0.0000621131,0.00002008641,0.00001296294,0.00006428629,0.000004055712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002638251,"about_ca_system_score_gemma":0.001786501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08773924,"about_ca_topic_score_gemma":0.2049826,"domain_scores_codex":[0.9984348,0.0003031062,0.0005198423,0.0001943193,0.0002249519,0.0003230056],"domain_scores_gemma":[0.999061,0.0001376756,0.0002632847,0.0002646628,0.0001621393,0.0001112214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00456125,0.001633824,0.5432954,0.03634822,0.001302877,0.002704927,0.1596536,0.002437045,0.004646489,0.04952357,0.03859162,0.1553012],"study_design_scores_gemma":[0.01019703,0.01313879,0.859396,0.0006627138,0.000735688,0.0007715042,0.1059777,0.001061069,0.001672446,0.00006876133,0.006047918,0.0002702907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856566,0.005777535,0.00001859609,0.001225968,0.0001812324,0.001096501,0.0003751176,0.00002129682,0.005647138],"genre_scores_gemma":[0.9991456,0.00003410424,0.0001907859,0.0001348626,0.00003439629,0.0001190298,0.0002780916,0.00001103776,0.00005205164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3161007,"threshold_uncertainty_score":0.9183356,"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."}}