{"id":"W4409268788","doi":"10.1097/01.ju.0001109820.51058.5a.26","title":"IP06-26 DEVELOPMENT AND VALIDATION OF A NEW STENT SYMPTOM QUESTIONNAIRE; THE CANADIAN ENDOUROLOGICAL GROUP STENT SYMPTOM SCORE (CEGSSS)","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Stent; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01538383,0.0008152075,0.0009073573,0.00156291,0.000966077,0.001794591,0.001375226,0.0009679925,0.002784533],"category_scores_gemma":[0.01808495,0.0005105778,0.001486608,0.001268625,0.0008566905,0.0009735015,0.002091113,0.001765632,0.001766585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687621,"about_ca_system_score_gemma":0.007551671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02645861,"about_ca_topic_score_gemma":0.03882579,"domain_scores_codex":[0.9923303,0.001755857,0.0008843294,0.0007006333,0.003719313,0.0006096471],"domain_scores_gemma":[0.9888451,0.001677315,0.001181512,0.0005612163,0.006980658,0.0007541624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001661152,0.002462351,0.8478247,0.0004575064,0.0006371401,0.0001437475,0.00162908,0.001139872,0.002696964,0.0009065793,0.0327514,0.1076896],"study_design_scores_gemma":[0.0005592077,0.001551256,0.9668111,0.0002266882,0.0001895453,0.0002415671,0.0004394197,0.001596671,0.001420874,0.0002609797,0.02663954,0.00006309701],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.907886,0.001443858,0.01319586,0.001859698,0.0008847804,0.01548222,0.03195028,0.0003085281,0.02698886],"genre_scores_gemma":[0.8472366,0.001646734,0.04586175,0.00235149,0.0004321711,0.02383225,0.06367842,0.0003077832,0.01465278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9735414,"threshold_uncertainty_score":0.08135843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927072625829582,"score_gpt":0.2635691569517997,"score_spread":0.2342984306935039,"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."}}