{"id":"W2068459641","doi":"10.5489/cuaj.10050","title":"CUA Guideline: The workup of azoospermic males","year":2010,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Guideline; Azoospermia; Male infertility; Infertility; Gynecology; Medicine; Family medicine; Biology; Pathology; Pregnancy","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":[0.007178673,0.0006017014,0.001205491,0.003543586,0.002307111,0.001512995,0.002966226,0.004383184,0.004593026],"category_scores_gemma":[0.02109711,0.000456389,0.0011486,0.002644841,0.001129101,0.0007962263,0.001284502,0.003371198,0.002772677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00433372,"about_ca_system_score_gemma":0.02450109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2286746,"about_ca_topic_score_gemma":0.3888307,"domain_scores_codex":[0.9941864,0.001537078,0.001500132,0.0001878888,0.002050663,0.000537718],"domain_scores_gemma":[0.9734278,0.002675288,0.001346006,0.0004534842,0.02016626,0.001931055],"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":[0.00006242602,0.0001214404,0.007682872,0.0006935378,0.00002262575,0.001076693,0.0005895057,0.0002483762,0.0008983318,0.001690866,0.8903297,0.09658378],"study_design_scores_gemma":[0.00009250439,0.0001271185,0.05310313,0.008829202,0.00009872534,0.004865919,0.001025907,0.0006287417,0.000917598,0.001605057,0.9286168,0.00008929772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02517601,0.07977235,0.05742738,0.4385311,0.02609919,0.01799982,0.01944572,0.002195196,0.3333534],"genre_scores_gemma":[0.1611652,0.1038401,0.3269908,0.1883252,0.01031152,0.01406585,0.03316381,0.0009006839,0.1612371],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2286746,"threshold_uncertainty_score":0.4546871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053162859827077,"score_gpt":0.2327999447270873,"score_spread":0.2222683161288166,"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."}}