{"id":"W4412480553","doi":"10.1016/j.urology.2025.07.024","title":"Use of the Pediatric Cystoscope for Adult Ureteroscopy","year":2025,"lang":"en","type":"article","venue":"Urology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Ureteroscopy; Cystoscope; Cystoscopy; Urology; Ureter; Surgery; Internal medicine; Urinary system","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":[0.0005220912,0.0003510122,0.0003766562,0.0009255872,0.001073971,0.0006153704,0.0002699284,0.0006171204,0.002928935],"category_scores_gemma":[0.003552265,0.0001217141,0.0009745382,0.0008332955,0.0003662879,0.0007965261,0.0003592743,0.0009773262,0.0003306091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006289596,"about_ca_system_score_gemma":0.001860521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184609,"about_ca_topic_score_gemma":0.005072175,"domain_scores_codex":[0.9992077,0.0001439172,0.0001056241,0.00007497935,0.0003173398,0.0001505297],"domain_scores_gemma":[0.9973897,0.0007158602,0.0009112998,0.0001457799,0.0003059023,0.0005313678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874192,0.0002640882,0.7948036,0.0004312578,0.0002236082,0.05082318,0.0008401289,0.0008010971,0.01063584,0.001695922,0.00499751,0.1340964],"study_design_scores_gemma":[0.00002136256,0.001724417,0.5170256,0.0005584749,0.0002890761,0.4353635,0.001063275,0.001122164,0.009151238,0.000290959,0.03334636,0.00004359941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557928,0.01622558,0.00494418,0.002253221,0.0003518494,0.00004760465,0.0003280498,0.0001951204,0.01986172],"genre_scores_gemma":[0.9895787,0.004619759,0.004006121,0.0004514048,0.0002477848,0.00001219477,0.0001601771,0.00005400983,0.0008698297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002928935,"threshold_uncertainty_score":0.009798288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391581683983586,"score_gpt":0.2949819701293704,"score_spread":0.2710661532895345,"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."}}