{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002087629,0.001124807,0.0007136008,0.001333087,0.001520393,0.002717146,0.001299452,0.004054559,0.4969088],"category_scores_gemma":[0.003404286,0.000325777,0.0005645714,0.0009329049,0.0006866097,0.002418233,0.003970969,0.002887395,0.1725107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097446,"about_ca_system_score_gemma":0.002038716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006912605,"about_ca_topic_score_gemma":0.00186855,"domain_scores_codex":[0.9986864,0.0004814223,0.00008401123,0.0001985371,0.0003061113,0.0002434834],"domain_scores_gemma":[0.9970202,0.0003530777,0.0001670844,0.00008184027,0.0006294801,0.001748367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007761866,0.0001665338,0.0005639314,0.0004800007,0.000004012817,0.0001353546,0.0001335014,0.00002392222,0.0001440717,0.0004866052,0.9131441,0.08464044],"study_design_scores_gemma":[0.00009578218,0.0002944119,0.006577334,0.001729549,0.00001148794,0.0009558919,0.0008048062,0.00006327708,0.0001250612,0.001667666,0.9876575,0.00001721271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007436311,0.02918072,0.001490971,0.1777228,0.1033598,0.001773281,0.002768906,0.0008583984,0.6754088],"genre_scores_gemma":[0.0399058,0.05350783,0.003652928,0.04964436,0.11472,0.001379905,0.002961498,0.0004679267,0.7337597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4969088,"threshold_uncertainty_score":0.7175985,"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."}}