{"id":"W4399156690","doi":"10.1080/14737140.2024.2362192","title":"Multidisciplinary systemic and local therapies for metastatic renal cell carcinoma: a narrative review","year":2024,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Renal cell carcinoma; Systemic therapy; Oncology; Multidisciplinary approach; Internal medicine; Cancer research; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006609929,0.001006166,0.00633308,0.0001955184,0.00006930702,0.00001643046,0.0002434796,0.0001425074,0.0002575425],"category_scores_gemma":[0.00003334199,0.0005562264,0.001695705,0.0004574266,0.0003118102,0.0000531178,0.00008115492,0.0003226044,0.00003627626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710315,"about_ca_system_score_gemma":0.0007103795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000221956,"about_ca_topic_score_gemma":0.0000010785,"domain_scores_codex":[0.9961607,0.000417208,0.001603624,0.0009332536,0.0004852862,0.000399884],"domain_scores_gemma":[0.9976466,0.0002953201,0.0007694057,0.0008763266,0.0002059278,0.0002064181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003807509,0.0001204435,6.562147e-7,0.5514247,0.0007910058,0.000067091,0.0004619598,4.067267e-9,0.0000208803,0.00002172438,0.008704125,0.4383494],"study_design_scores_gemma":[0.0005820245,0.0007699153,9.414724e-7,0.4667807,0.003861044,0.0004380278,0.0001064628,0.000002071607,0.00004353997,0.000006928481,0.5271114,0.0002970597],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009665931,0.9876339,0.0001418486,0.0005557972,0.0001984282,0.01089074,0.00007902679,0.00005133681,0.0004391846],"genre_scores_gemma":[0.00006528231,0.9920292,0.001819449,0.0006721277,0.0002280018,0.00338233,0.0001420697,0.0002584714,0.001403057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5184072,"threshold_uncertainty_score":0.9996889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636607157657977,"score_gpt":0.4052155701520763,"score_spread":0.3415548543862786,"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."}}