{"id":"W3045930762","doi":"10.5489/cuaj.6804","title":"A scoping review of the clinical efficacy and safety of the novel thulium fiber laser: The rising star of laser lithotripsy","year":2020,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Laser lithotripsy; Medicine; Lithotripsy; Gold standard (test); Thulium; MEDLINE; Surgery; Laser; General surgery; Internal medicine; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01335614,0.001784203,0.006786621,0.01963647,0.00133215,0.004343019,0.002667289,0.003454868,0.006084941],"category_scores_gemma":[0.04914645,0.001226702,0.005471443,0.01986087,0.001478131,0.003344471,0.001791187,0.001312495,0.0009579955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004753408,"about_ca_system_score_gemma":0.01735488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005718007,"about_ca_topic_score_gemma":0.01097097,"domain_scores_codex":[0.9888873,0.002441212,0.005688165,0.0005553312,0.002221526,0.0002064499],"domain_scores_gemma":[0.9514335,0.03096081,0.009123079,0.0006561141,0.007446264,0.0003802178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001199461,0.00002129618,0.0003021339,0.937724,0.001489789,0.0001829931,0.0003183923,0.00006829663,0.0003092481,0.0003235772,0.002319513,0.05682084],"study_design_scores_gemma":[0.00004824983,0.0001252591,0.001032179,0.9660746,0.01025646,0.0003112483,0.0002394274,0.00004460163,0.0002216362,0.0001659049,0.02146246,0.00001799567],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007735193,0.996922,0.0002061352,0.000357995,0.0002537829,0.0004892437,0.0002528613,0.00000858538,0.0007358187],"genre_scores_gemma":[0.004912806,0.9928038,0.0006387117,0.0004401262,0.0001245319,0.0006251223,0.0002382411,0.000006501617,0.0002101695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01963647,"threshold_uncertainty_score":0.07063484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05908512001412849,"score_gpt":0.3518816055402404,"score_spread":0.2927964855261119,"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."}}