{"id":"W2427663098","doi":"10.1016/j.urology.2012.08.007","title":"Reply by the Authors","year":2012,"lang":"en","type":"letter","venue":"Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Fondation de l'Hôpital Général de Montréal; Canadian Urological Association","keywords":"Fluoroscopy; Medicine; Percutaneous nephrolithotomy; Ureteroscopy; Radiation exposure; Percutaneous; Nuclear medicine; Radiology; Surgery; Ureter","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004385365,0.001249123,0.002529268,0.001106014,0.007861726,0.006986393,0.003109732,0.1145407,0.010179],"category_scores_gemma":[0.03129832,0.001585866,0.002013346,0.0009586964,0.003356071,0.004739101,0.003139745,0.07458071,0.008393596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005203476,"about_ca_system_score_gemma":0.008785398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072,"about_ca_topic_score_gemma":0.01949012,"domain_scores_codex":[0.994644,0.001229546,0.0005716105,0.0008837856,0.001330306,0.001340657],"domain_scores_gemma":[0.9910651,0.003811623,0.0009077578,0.0002860028,0.001885645,0.00204387],"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":[0.0000404457,0.00001668461,0.0004913405,0.00004930452,0.00002263054,0.001511004,0.0001944638,0.00003564894,0.0000818911,0.001046461,0.9939216,0.002588495],"study_design_scores_gemma":[0.0001127946,0.0000682833,0.002069154,0.0005580468,0.00008804356,0.002267544,0.001348927,0.0003458293,0.000239689,0.005034186,0.9877204,0.0001471801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002489311,0.00127638,0.00004747079,0.9725414,0.0240862,0.00001160069,0.00003608361,0.0000167778,0.001735233],"genre_scores_gemma":[0.001162744,0.0004851434,0.0000503697,0.980365,0.01269577,0.00002256827,0.00001257502,0.00001128263,0.005194502],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1145407,"threshold_uncertainty_score":0.037754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989017631603467,"score_gpt":0.2748944571971892,"score_spread":0.2550042808811545,"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."}}