{"id":"W4292829841","doi":"10.1016/j.urology.2022.07.037","title":"Author Reply","year":2022,"lang":"en","type":"letter","venue":"Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"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":[0.003959255,0.001047862,0.002096415,0.001342914,0.009358423,0.008243567,0.002698303,0.09945243,0.02055057],"category_scores_gemma":[0.03239758,0.001368595,0.001964384,0.00108915,0.00338812,0.003888309,0.003964535,0.06086503,0.01421924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007283483,"about_ca_system_score_gemma":0.009461072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220075,"about_ca_topic_score_gemma":0.02010579,"domain_scores_codex":[0.9952177,0.0009810312,0.0004935805,0.0007567469,0.001236613,0.001314456],"domain_scores_gemma":[0.9894303,0.004611368,0.0008026006,0.0003480657,0.002319595,0.002488044],"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":[0.00002122499,0.00001253748,0.000416121,0.0000330416,0.00001470619,0.001678983,0.0001729126,0.00003580712,0.00005952129,0.001358023,0.9941218,0.002075381],"study_design_scores_gemma":[0.00007353165,0.00003262378,0.001024855,0.0003161627,0.00004380345,0.00225345,0.0008337084,0.000201347,0.0001665129,0.004796625,0.9901753,0.00008208676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002675179,0.0007808144,0.00005173648,0.9587075,0.03648252,0.00001537756,0.00004475093,0.00002082112,0.003628945],"genre_scores_gemma":[0.001389742,0.000353477,0.00005755419,0.9735831,0.01381235,0.00002733616,0.00001702682,0.00001545662,0.01074403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09945243,"threshold_uncertainty_score":0.06874853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351539582594333,"score_gpt":0.2750774431186714,"score_spread":0.2399234848592381,"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."}}