{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003968863,0.0003338354,0.0008927988,0.0006625124,0.0002096335,0.00003868064,0.000574565,0.0002982641,0.00008569693],"category_scores_gemma":[0.01031816,0.0002190393,0.0001710116,0.001300108,0.0009533591,0.0001350313,0.0004504411,0.0006434824,0.000002955363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004426012,"about_ca_system_score_gemma":0.0008409604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004710463,"about_ca_topic_score_gemma":0.0005582927,"domain_scores_codex":[0.9922835,0.003684243,0.0008766401,0.0007910863,0.001839745,0.000524785],"domain_scores_gemma":[0.9914532,0.004820154,0.0002510907,0.001463721,0.001819347,0.0001924651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02311199,0.003514737,0.9403543,0.0003717436,0.001773716,0.0001108133,0.01097164,0.00008603572,0.002599793,0.008187359,0.005375921,0.003541885],"study_design_scores_gemma":[0.01266361,0.000925499,0.961632,0.0005172219,0.000576522,0.00001562005,0.007833939,0.002069839,0.008686729,0.004038679,0.0008722306,0.000168173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645594,0.0017494,0.000007486552,0.00407566,0.00008781065,0.002111571,0.0003237576,0.0000323785,0.02705255],"genre_scores_gemma":[0.9980379,0.0001294841,0.0002230739,0.0002671631,0.0000676344,0.0002670638,0.0001046388,0.00002734275,0.0008757046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03347851,"threshold_uncertainty_score":0.9980183,"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."}}