{"id":"W4414624016","doi":"10.5489/cuaj.9435","title":"Poster Session 9: Female Urology, Infertility, Best Practices","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Best practice; Session (web analytics); MEDLINE; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004126101,0.00009983854,0.000183239,0.0001786502,0.0003637922,0.0001082835,0.0001255069,0.0002636275,0.0006074069],"category_scores_gemma":[0.002046659,0.00007772911,0.00009993481,0.000239952,0.00002982448,0.0001258757,0.00002821334,0.0006794085,0.0001097653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004543628,"about_ca_system_score_gemma":0.0007245136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009311607,"about_ca_topic_score_gemma":0.001070936,"domain_scores_codex":[0.9988963,0.0001266456,0.0002856617,0.0001804551,0.0001727779,0.0003381402],"domain_scores_gemma":[0.9986051,0.0001739192,0.0003255452,0.0001299426,0.0003562696,0.0004091952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005294973,0.00008069625,0.9795415,0.000006357565,0.00007573903,0.00002222113,0.00003882274,0.000005628614,0.0001637287,0.0005037178,0.01757348,0.001935171],"study_design_scores_gemma":[0.0004263389,0.000212702,0.8002808,0.0000121757,0.0001135886,0.0001579222,0.00003765632,0.00007075303,0.00001354905,0.002401256,0.196208,0.00006529564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7127765,0.0006962961,0.0001246754,0.2415096,0.0003632221,0.0002310195,0.00001371637,0.00003446754,0.0442505],"genre_scores_gemma":[0.966098,0.00004035557,0.0000933226,0.02934288,0.0002068042,0.000009712582,0.0000146978,0.000004954354,0.004189326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533214,"threshold_uncertainty_score":0.665068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900826689057266,"score_gpt":0.3242385299015817,"score_spread":0.285230263011009,"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."}}