{"id":"W4409631331","doi":"10.1158/1538-7445.am2025-5967","title":"Abstract 5967: Real-world outcomes of renal cell carcinoma and intracranial metastatic disease","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Renal cell carcinoma; Medicine; Disease; Internal medicine; Oncology; Cancer; Intensive care medicine","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":[0.0004263745,0.0001498237,0.0002096299,0.000598259,0.0005221967,0.0005579123,0.0003869394,0.0002172159,0.002717687],"category_scores_gemma":[0.001984934,0.0001005562,0.0002924415,0.001936899,0.000344001,0.0002816522,0.0003847688,0.0002624679,0.0002276284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003221558,"about_ca_system_score_gemma":0.003327755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4378278,"about_ca_topic_score_gemma":0.4473946,"domain_scores_codex":[0.9995691,0.00004376937,0.00003914984,0.00008910875,0.0001622908,0.00009654766],"domain_scores_gemma":[0.9981792,0.0001095382,0.001050767,0.00007499573,0.000296643,0.0002887737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003126497,0.000003366273,0.9983643,0.00001646387,0.00002372603,0.000034891,0.00002511581,0.00004807329,0.00003634275,0.00001798199,0.0004473841,0.0009511773],"study_design_scores_gemma":[0.000003336399,0.000008570286,0.9992433,0.000009093193,0.00001373129,0.0001120518,0.0000566742,0.0001108037,0.00001870895,0.0000184013,0.0004033786,0.000002055017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835078,0.0008376329,0.0001616296,0.0003686534,0.00001597876,0.00002256881,0.0126993,0.00001542197,0.002371088],"genre_scores_gemma":[0.9965097,0.0001586309,0.00006488927,0.00002417453,0.00001153189,0.000008122201,0.003018905,0.000001945762,0.0002020089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4378278,"threshold_uncertainty_score":0.8705587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06912516358414128,"score_gpt":0.4260845681837384,"score_spread":0.3569594045995971,"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."}}