{"id":"W4415053743","doi":"10.1016/j.fjurol.2025.103002","title":"French translation and pilot testing of the CEGSSS: A replicable framework","year":2025,"lang":"en","type":"article","venue":"The French Journal of Urology","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Translation (biology); Test (biology); Key (lock); Measure (data warehouse); Component (thermodynamics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1804805,0.0020016,0.001130812,0.003999813,0.002942301,0.003773735,0.001898824,0.001297836,0.00839543],"category_scores_gemma":[0.2330024,0.000929312,0.002409296,0.003774768,0.002909008,0.002699011,0.0031647,0.002138401,0.002453892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006323176,"about_ca_system_score_gemma":0.02078363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220677,"about_ca_topic_score_gemma":0.02081417,"domain_scores_codex":[0.8906879,0.08585968,0.00787605,0.003091862,0.01054727,0.001937293],"domain_scores_gemma":[0.7857553,0.1109035,0.006197477,0.01343432,0.08198502,0.001724413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003412572,0.004590002,0.1122929,0.009868311,0.0006686804,0.002600536,0.199973,0.004986039,0.01297547,0.02015421,0.03247675,0.5960015],"study_design_scores_gemma":[0.006120583,0.02450009,0.3759317,0.0264254,0.002144494,0.002747714,0.1282698,0.02012292,0.0285904,0.01800583,0.3659967,0.001144304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.708582,0.003335952,0.1470372,0.007288912,0.001946169,0.09073699,0.006079837,0.0006051934,0.03438776],"genre_scores_gemma":[0.6220391,0.002207522,0.23676,0.002252238,0.0004064754,0.1248469,0.00654021,0.0004394401,0.004508062],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1804805,"threshold_uncertainty_score":0.9544836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616017735224048,"score_gpt":0.2938241163175717,"score_spread":0.2576639389653312,"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."}}