{"id":"W1910732401","doi":"10.5489/cuaj.3209","title":"CUA Guideline: The workup and management of azoospermic males","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of British Columbia; McGill University Health Centre; University of Toronto; Dalhousie University; Cégep de Lévis; McMaster University","funders":"","keywords":"Guideline; Medicine; Gynecology; General surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006298289,0.0008766727,0.001613335,0.003417633,0.001921832,0.002008552,0.003603151,0.006846922,0.005026723],"category_scores_gemma":[0.01903386,0.0006064831,0.001749033,0.002199121,0.001138763,0.001006537,0.001486818,0.005962962,0.003734854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006036282,"about_ca_system_score_gemma":0.02733186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1604052,"about_ca_topic_score_gemma":0.3315256,"domain_scores_codex":[0.9941832,0.001609339,0.001300176,0.0002064003,0.002212415,0.0004884409],"domain_scores_gemma":[0.9776104,0.00257916,0.001151514,0.000309213,0.01661771,0.001731981],"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":[0.00003233983,0.00008403455,0.001371762,0.0005730254,0.00002853523,0.0004562716,0.0001565566,0.0002367989,0.000254022,0.001437501,0.9209284,0.07444077],"study_design_scores_gemma":[0.0001380724,0.00008938548,0.01250287,0.01229856,0.0001310083,0.002688989,0.0002812614,0.0004423921,0.0003171191,0.001969974,0.9690701,0.00007027598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006811401,0.1492072,0.02489725,0.5207784,0.03350862,0.006635349,0.01678696,0.00161296,0.2397619],"genre_scores_gemma":[0.06119963,0.2200581,0.2168677,0.2989703,0.02122132,0.008942894,0.04618538,0.0006898989,0.1258649],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1604052,"threshold_uncertainty_score":0.318943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438145363744425,"score_gpt":0.2471370733091719,"score_spread":0.2227556196717276,"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."}}