{"id":"W4236111763","doi":"10.1016/j.urology.2016.11.035","title":"Reply by the Authors","year":2016,"lang":"en","type":"letter","venue":"Urology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Nephrectomy; Cosmesis; Renal cell carcinoma; Renal function; Urology; Laparoscopy; Kidney disease; Surgery; Population; Kidney; General surgery; Internal medicine","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":[0.003570915,0.0009592125,0.002178889,0.0009187453,0.00494215,0.005546578,0.002451522,0.07670683,0.006821752],"category_scores_gemma":[0.02633873,0.001221406,0.001553833,0.0007732721,0.003580213,0.004252931,0.003052257,0.0614224,0.006726247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618572,"about_ca_system_score_gemma":0.005893314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005116408,"about_ca_topic_score_gemma":0.008413563,"domain_scores_codex":[0.9962825,0.0008449474,0.0003952311,0.0006586456,0.001002209,0.000816381],"domain_scores_gemma":[0.9932545,0.003022452,0.0006387077,0.0002739846,0.001302503,0.001508014],"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":[0.00004726047,0.00001662427,0.0006232438,0.0000556687,0.00002189143,0.001626084,0.0001599295,0.00005079949,0.0001174004,0.001642877,0.9914561,0.004182204],"study_design_scores_gemma":[0.000108882,0.00006574528,0.001597616,0.0004633501,0.00006168086,0.002454031,0.0007422369,0.000307574,0.0002998171,0.008311111,0.9854584,0.0001295794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000265105,0.002194308,0.00006419091,0.9664491,0.02936313,0.00001055108,0.00004020383,0.00001833706,0.001595123],"genre_scores_gemma":[0.001645414,0.0009511487,0.00006360242,0.9730963,0.0189277,0.00002413443,0.0000181431,0.00001202628,0.005261542],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07670683,"threshold_uncertainty_score":0.02625465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004628645525648982,"score_gpt":0.2113165228031832,"score_spread":0.2066878772775343,"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."}}