{"id":"W4403877132","doi":"10.5489/cuaj.9041","title":"2024 CUA-KCRNC Expert Report: Management of non-clear cell renal cell carcinoma","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Centre Hospitalier Universitaire de Sherbrooke; University of British Columbia; McMaster University; University of Manitoba; Juravinski Cancer Centre; Université de Sherbrooke; Western University; University of Toronto; BC Cancer Agency; University of Calgary; Princess Margaret Cancer Centre; University Health Network; Ottawa Hospital; McGill University; McGill University Health Centre; University of Ottawa; Université Laval; University of Alberta","funders":"","keywords":"Renal cell carcinoma; Medicine; Internal medicine; Oncology; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01058695,0.0005435701,0.0006663183,0.001452868,0.002138462,0.001875472,0.001467248,0.004758426,0.005391805],"category_scores_gemma":[0.02287327,0.0003046345,0.0008496863,0.001151871,0.0008007731,0.001190275,0.001554764,0.004008267,0.002022789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009679043,"about_ca_system_score_gemma":0.01943929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07564224,"about_ca_topic_score_gemma":0.1543119,"domain_scores_codex":[0.9951265,0.001230945,0.0005506282,0.0003118788,0.002180915,0.0005991678],"domain_scores_gemma":[0.9865426,0.001811347,0.0004719795,0.0001655212,0.009409951,0.001598699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003795375,0.00002152667,0.0009687787,0.0005252661,0.00001802845,0.0008431625,0.0002567454,0.0002028054,0.0002993373,0.0008741309,0.9516365,0.04431576],"study_design_scores_gemma":[0.00003087997,0.00003040102,0.001846131,0.002578608,0.00003284699,0.002273973,0.0004434394,0.0002113909,0.0002472489,0.0008268848,0.9914451,0.00003308217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007196941,0.1306815,0.006664848,0.6493849,0.07460637,0.001899092,0.003146098,0.0002005049,0.1262198],"genre_scores_gemma":[0.1406376,0.1883665,0.03210735,0.393167,0.09776562,0.001883587,0.01306134,0.0002789696,0.132732],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07564224,"threshold_uncertainty_score":0.1504039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358443569716442,"score_gpt":0.2344409064976307,"score_spread":0.2208564708004663,"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."}}