{"id":"W4389664194","doi":"10.1016/j.euo.2023.11.016","title":"Real-world Assessment of Clinical Outcomes in Patients with Metastatic Renal Cell Carcinoma with or Without Sarcomatoid Features Treated with First-line Systemic Therapies","year":2023,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; London Health Sciences Centre; Western University; Centre hospitalier universitaire de Québec; Princess Margaret Cancer Centre; University of Calgary; Université Laval; Centre Hospitalier de l’Université de Montréal; McMaster University; Alberta Health Services; Université de Montréal; Queen Elizabeth II Health Sciences Centre; Ottawa Hospital; University Health Network; Dalhousie University; University of Manitoba; Juravinski Cancer Centre; McGill University Health Centre","funders":"McGill University","keywords":"Medicine; Renal cell carcinoma; Systemic therapy; Oncology; Internal medicine; Intensive care medicine; Pathology; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007465136,0.0001722786,0.0003903052,0.0006312152,0.0003106389,0.001054518,0.0002850482,0.0004466028,0.001436454],"category_scores_gemma":[0.004703412,0.00007716965,0.0005546245,0.0008949182,0.0003456044,0.0007824633,0.0006586092,0.0004877644,0.0002952827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006165139,"about_ca_system_score_gemma":0.0003478104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031978,"about_ca_topic_score_gemma":0.002784234,"domain_scores_codex":[0.9993777,0.0002256617,0.00007785097,0.0001403448,0.00007352592,0.0001049177],"domain_scores_gemma":[0.9972309,0.0005782139,0.001375902,0.00009484006,0.0002693365,0.0004507503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008679752,0.00007740064,0.9918954,0.00003879852,0.0001287843,0.0001305658,0.0001160817,0.000419714,0.0001404954,0.00006350048,0.0005048467,0.005616396],"study_design_scores_gemma":[0.00003180394,0.0005252708,0.9952652,0.00002263936,0.00008940909,0.0006667813,0.0004809972,0.001618068,0.0001248259,0.0001482985,0.001008032,0.00001865698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962797,0.0003732214,0.0001857752,0.0001473573,0.0000130243,0.00001637633,0.001915549,0.00000841984,0.001060601],"genre_scores_gemma":[0.9984015,0.00008620631,0.00009741745,0.00003183331,0.00001167761,0.000011957,0.0012802,0.000002120041,0.0000771462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002031978,"threshold_uncertainty_score":0.004805386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354414202864189,"score_gpt":0.3461018557140005,"score_spread":0.3025577136853586,"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."}}