{"id":"W1727212733","doi":"10.5489/cuaj.2649","title":"Improved effectiveness and safety of flexible ureteroscopy for renal calculi (&lt;2 cm): A retrospective study","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu Science and Technology Department; Southeast University","keywords":"Ureteroscopy; Medicine; Surgery; Renal pelvis; Incidence (geometry); Lithotripsy; Retrospective cohort study; Adverse effect; Urology; Ureter; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112489,0.0002255129,0.0004807349,0.001536483,0.0004132241,0.0006189703,0.000333989,0.0005155418,0.00151671],"category_scores_gemma":[0.003072279,0.0002815102,0.0007597151,0.00153838,0.0004344464,0.0005815457,0.0003170282,0.0003025324,0.0001834334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670135,"about_ca_system_score_gemma":0.0005129549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147955,"about_ca_topic_score_gemma":0.002238241,"domain_scores_codex":[0.9989318,0.0001985753,0.0002252574,0.0002059933,0.0002857576,0.0001525],"domain_scores_gemma":[0.9958963,0.0009353156,0.002209948,0.0002820857,0.0003453418,0.0003309769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009368597,0.00001995871,0.997479,0.00003638509,0.00005330043,0.0005357442,0.00004137489,0.00001470274,0.0001056999,0.00001167121,0.00003808499,0.001570467],"study_design_scores_gemma":[0.00001711015,0.0004083623,0.9907363,0.00003473266,0.0001819173,0.007490424,0.0002427564,0.0001142862,0.0001597893,0.00002642884,0.0005752967,0.00001266556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971048,0.002209692,0.0001494246,0.00002276292,0.000004731714,0.00001807092,0.0001111787,0.000003128253,0.0003761458],"genre_scores_gemma":[0.9992191,0.0004638681,0.00009508335,0.00002862275,0.00001639444,0.000008420235,0.0001180171,0.000001894104,0.00004861702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147955,"threshold_uncertainty_score":0.00594908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843272930925847,"score_gpt":0.2820884123946744,"score_spread":0.2636556830854159,"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."}}