{"id":"W191783398","doi":"10.1016/j.urology.2014.02.004","title":"Advances in Renal Neoplasia","year":2014,"lang":"en","type":"article","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Renal sinus; Pathology; Clear cell; Nuclear atypia; Renal cell carcinoma; Chromophobe cell; Anaplastic lymphoma kinase; Nephrectomy; Immunohistochemistry; Internal medicine; Kidney; Lung 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002213357,0.0004843901,0.0008223181,0.00238569,0.000743429,0.002230348,0.0007612082,0.001484812,0.01060168],"category_scores_gemma":[0.003079665,0.0002451132,0.0007676709,0.002071404,0.001198998,0.002744444,0.001206997,0.002988308,0.002683824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959796,"about_ca_system_score_gemma":0.003997456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534817,"about_ca_topic_score_gemma":0.005187902,"domain_scores_codex":[0.9992968,0.0001894141,0.00008219229,0.0001125621,0.0002187712,0.0001003242],"domain_scores_gemma":[0.9977023,0.0009237585,0.0002729396,0.0001301331,0.0006530747,0.0003177701],"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":[0.0001635452,0.0002619297,0.003876916,0.004228286,0.00009905057,0.0005128661,0.0001922813,0.0005967481,0.002407225,0.03057367,0.04950811,0.9075794],"study_design_scores_gemma":[0.00002912554,0.0002139413,0.004277232,0.001889698,0.0001108723,0.002297666,0.0002669589,0.0004349806,0.001697162,0.01113035,0.9776277,0.00002430534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003460262,0.9418729,0.001647331,0.02469772,0.002618046,0.00001580613,0.0001001867,0.00009858906,0.02548925],"genre_scores_gemma":[0.04741979,0.9256606,0.003630671,0.006860037,0.008293187,0.00002140299,0.00019268,0.00003258161,0.007889095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01060168,"threshold_uncertainty_score":0.03546613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008643851622170481,"score_gpt":0.2507776014585391,"score_spread":0.2421337498363686,"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."}}