{"id":"W4233214932","doi":"10.1016/j.urology.2016.04.057","title":"Author Reply","year":2016,"lang":"en","type":"letter","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Perioperative; General surgery; Kidney cancer; Cancer; Clinical trial; Urology; Intensive care medicine; Oncology; Internal medicine; Surgery; Kidney","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003694536,0.0008998149,0.001938414,0.001110623,0.007286187,0.007650777,0.00249831,0.08548672,0.01628052],"category_scores_gemma":[0.03845752,0.001228127,0.001798981,0.0009020099,0.003499678,0.004079117,0.003952337,0.05591354,0.01209084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006148538,"about_ca_system_score_gemma":0.008330423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008032652,"about_ca_topic_score_gemma":0.01375152,"domain_scores_codex":[0.995234,0.001073628,0.0005434178,0.0007146182,0.001267448,0.001166995],"domain_scores_gemma":[0.9900295,0.004143173,0.001083515,0.0003254315,0.002246773,0.002171585],"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":[0.00002025535,0.00001260991,0.0005269645,0.00003979471,0.00001535698,0.001752896,0.0002127752,0.00004107316,0.00006363489,0.001502384,0.9930749,0.002737526],"study_design_scores_gemma":[0.00006835906,0.00003855361,0.001036639,0.0004455769,0.00004412612,0.002868697,0.001007605,0.0002312932,0.000180085,0.006309441,0.9876788,0.00009077851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002545402,0.000829516,0.00004984988,0.9664263,0.0295787,0.0000113048,0.00003867897,0.00001915887,0.002792042],"genre_scores_gemma":[0.001666692,0.0004592899,0.00005951435,0.973681,0.01494509,0.00002208591,0.00001640688,0.00001430043,0.009135753],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9837195,"threshold_uncertainty_score":0.0544638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229092016695447,"score_gpt":0.2754636797066777,"score_spread":0.2431727595397233,"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."}}