{"id":"W4253442365","doi":"10.1016/j.urology.2016.07.052","title":"Author Reply","year":2016,"lang":"en","type":"letter","venue":"Urology","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Medicine; Surgery; General surgery","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":[0.004160655,0.0009921291,0.001982093,0.001178075,0.007437622,0.008399261,0.002762844,0.09744229,0.01618535],"category_scores_gemma":[0.04226458,0.001304764,0.001897123,0.0009066625,0.003731646,0.004157523,0.003922104,0.06180713,0.01239762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006126301,"about_ca_system_score_gemma":0.007897321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008848091,"about_ca_topic_score_gemma":0.01379406,"domain_scores_codex":[0.9949844,0.001092634,0.000555166,0.0007622133,0.001334969,0.001270536],"domain_scores_gemma":[0.9898733,0.004479463,0.001087478,0.000352889,0.002289849,0.001917046],"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":[0.00002412317,0.00001170304,0.000440472,0.00004313881,0.00001659591,0.001818108,0.0002755979,0.00003889021,0.00007426267,0.001807792,0.9928266,0.002622646],"study_design_scores_gemma":[0.00007387844,0.00003905858,0.001061339,0.000535645,0.0000524394,0.002608454,0.00118348,0.0002566379,0.0002034858,0.007193443,0.986692,0.0001000584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003052625,0.0009306119,0.00005843191,0.9619492,0.03330834,0.00001405577,0.00004595528,0.00002408644,0.003364048],"genre_scores_gemma":[0.001902025,0.0004147793,0.00006129938,0.9730144,0.0149011,0.00002430479,0.00001587134,0.00001589579,0.009650445],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09744229,"threshold_uncertainty_score":0.0541454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053014568663,"score_gpt":0.2868693208039165,"score_spread":0.2563391751172865,"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."}}