{"id":"W4392161534","doi":"10.1503/cmaj.230356","title":"Advances in the management of renal cell carcinoma","year":2024,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Juravinski Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Renal cell carcinoma; Incidence (geometry); Kidney cancer; Medicine; Carcinoma; Cancer; Disease; Kidney disease; Kidney; Internal medicine; Oncology; Pathology; Mathematics","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":[0.000774737,0.0006403353,0.001168835,0.001905837,0.0003083457,0.0008695456,0.0008659867,0.0007507853,0.005461318],"category_scores_gemma":[0.001916837,0.0001609531,0.0008018303,0.00147764,0.0003544022,0.0009676412,0.0005367812,0.001992445,0.001473269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092551,"about_ca_system_score_gemma":0.001824328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005204026,"about_ca_topic_score_gemma":0.009537189,"domain_scores_codex":[0.9996037,0.00007595131,0.00005359633,0.00005641865,0.0001764017,0.0000340146],"domain_scores_gemma":[0.9993775,0.0002790775,0.00006982043,0.00001177553,0.000220878,0.0000409755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004953366,0.00002710773,0.000128535,0.02293689,0.00008793706,0.00008346002,0.00004175229,0.0002644852,0.0003376023,0.002419066,0.04923414,0.9243895],"study_design_scores_gemma":[0.00002016145,0.00005462559,0.0008815535,0.01678971,0.000206356,0.0009799257,0.00008132586,0.00009205037,0.0001383187,0.002383901,0.9783548,0.00001725777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004526741,0.9984419,0.00006448392,0.0004951722,0.000235858,0.000003139805,0.0000164376,0.000005003719,0.0006928652],"genre_scores_gemma":[0.0006004967,0.9984009,0.0001144883,0.0003037454,0.0002608295,0.000003115261,0.00002932592,0.000001601172,0.0002855447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005461318,"threshold_uncertainty_score":0.0182699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083486132636025,"score_gpt":0.2960745478438022,"score_spread":0.275239686517442,"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."}}