{"id":"W4408751382","doi":"10.1007/s00240-025-01720-5","title":"Prospective evaluation of efficacy, safety, cumulative laser energy, and stone-free rates in the post-market SOLTIVE™ SuperPulsed laser system registry: insights from team of worldwide endourological researchers’ (T.O.W.E.R.) research consortium","year":2025,"lang":"en","type":"article","venue":"Urolithiasis","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Laser; Physics; Optics","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":[0.002482521,0.0001754201,0.0004411232,0.001428461,0.0002845299,0.0008047643,0.0004987717,0.0005344646,0.001347096],"category_scores_gemma":[0.004752731,0.0002615082,0.0005638357,0.002071169,0.0002917075,0.001092294,0.0006040006,0.0004877023,0.0004319196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150369,"about_ca_system_score_gemma":0.0004371912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443955,"about_ca_topic_score_gemma":0.001811241,"domain_scores_codex":[0.9988974,0.0002684082,0.0001861174,0.00023457,0.0002620596,0.0001514098],"domain_scores_gemma":[0.9935014,0.001118206,0.003473185,0.000707607,0.0006655034,0.0005340709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002045411,0.00002915043,0.9987277,0.000005238305,0.00002778436,0.0000204852,0.00002120969,0.00002082201,0.00007065955,0.00001372196,0.00009990991,0.0007587003],"study_design_scores_gemma":[0.00001259361,0.0001451522,0.9992519,0.000002615288,0.00002447868,0.0001259364,0.00006746222,0.0001575246,0.00006267934,0.00001638666,0.0001293917,0.00000397519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981362,0.0001633259,0.00007786645,0.00003000468,0.000002439764,0.00001122467,0.001230809,0.000005156905,0.0003430325],"genre_scores_gemma":[0.9975935,0.00008894611,0.00007573773,0.00002190226,0.00001162846,0.00001989832,0.002058668,0.00000480475,0.0001248742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002482521,"threshold_uncertainty_score":0.013129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957182476760781,"score_gpt":0.3690114364789132,"score_spread":0.3094396117113054,"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."}}