{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280714,0.0001268777,0.0003297435,0.0001818564,0.0001597029,0.00001429664,0.0002137338,0.0001219747,0.00001705435],"category_scores_gemma":[0.0002727772,0.00005965752,0.00009848957,0.0001429582,0.0002097246,0.00003984334,0.00007356558,0.000378741,0.000003884428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008598516,"about_ca_system_score_gemma":0.0006108015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757088,"about_ca_topic_score_gemma":0.003238336,"domain_scores_codex":[0.9986295,0.0003360197,0.0004750873,0.0001082494,0.0002305809,0.0002205822],"domain_scores_gemma":[0.9990827,0.0001721325,0.0002521905,0.0001920603,0.000164168,0.0001367146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005954889,0.0007683338,0.7225357,0.0003684075,0.003820241,0.000911676,0.01416124,0.002577234,0.01677714,0.02287316,0.007134612,0.2021173],"study_design_scores_gemma":[0.001776477,0.001458081,0.9809206,0.0001407117,0.0005923685,0.002329761,0.0002762849,0.00008158574,0.001824119,0.001881802,0.00863086,0.0000873088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976507,0.004070526,0.00130706,0.01742857,0.000238067,0.0002375425,7.956998e-7,0.00001082695,0.000199596],"genre_scores_gemma":[0.9975374,0.0004471236,0.0002541593,0.001493897,0.00009971389,0.000003191296,0.000001664905,0.000007024954,0.0001557941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2583849,"threshold_uncertainty_score":0.2656204,"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."}}