{"id":"W4255913945","doi":"10.1016/j.urology.2018.03.054","title":"Author Reply","year":2018,"lang":"en","type":"letter","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Presentation (obstetrics); General surgery; Staghorn calculus; Primary care; Standard of care; Surgery; Intensive care medicine; Family 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":[0.003734675,0.0009188583,0.001912874,0.00119023,0.007830979,0.007548884,0.002573129,0.09231154,0.01686149],"category_scores_gemma":[0.04248969,0.001076704,0.001545149,0.0008736553,0.003887967,0.004447408,0.003716553,0.06070795,0.01216379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005828253,"about_ca_system_score_gemma":0.007118035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007357233,"about_ca_topic_score_gemma":0.01212467,"domain_scores_codex":[0.9952915,0.001116372,0.0004967414,0.0007268375,0.001267459,0.001101007],"domain_scores_gemma":[0.9888833,0.004952554,0.001053056,0.0003322006,0.002727688,0.002051226],"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":[0.00001707403,0.00001006501,0.0003799697,0.00003757313,0.00001121012,0.001557392,0.0002287718,0.00002722891,0.00004938678,0.001642227,0.9934935,0.002545582],"study_design_scores_gemma":[0.00006061929,0.00003115115,0.0008501394,0.0004241468,0.00003731399,0.002329047,0.001216422,0.0001963627,0.0001379287,0.00684584,0.9877881,0.00008286939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002100337,0.0009004066,0.00004906713,0.9678147,0.02838869,0.000009851478,0.00003354404,0.0000199074,0.002573669],"genre_scores_gemma":[0.001533475,0.0004313279,0.00005782201,0.9746367,0.01554859,0.00002158406,0.00001361145,0.00001386408,0.007743113],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09231154,"threshold_uncertainty_score":0.05640733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931714755020009,"score_gpt":0.3041569088659997,"score_spread":0.2748397613157996,"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."}}