{"id":"W4378902522","doi":"10.5489/cuaj.8445","title":"2023 Canadian Urological Association guideline: Evaluation and management of azoospermia","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis; University of Saskatchewan; University of Alberta; University of Manitoba; McMaster University; Dalhousie University; York Central Hospital; University of Toronto; McGill University; Impact; University of British Columbia","funders":"","keywords":"Guideline; Azoospermia; Association (psychology); Medicine; Psychology; Pathology; Biology; Infertility","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":[0.02754578,0.001971544,0.003922695,0.008959044,0.003378057,0.004415946,0.006041612,0.01181757,0.00945899],"category_scores_gemma":[0.1249004,0.001367088,0.005264354,0.005850926,0.002348624,0.002678745,0.002330799,0.009140464,0.003758969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02119182,"about_ca_system_score_gemma":0.1154437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2979605,"about_ca_topic_score_gemma":0.516302,"domain_scores_codex":[0.9668449,0.01219934,0.00858049,0.00106038,0.009807866,0.001507003],"domain_scores_gemma":[0.8849933,0.02712899,0.008180385,0.00132749,0.07324875,0.005120988],"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":[0.0001188868,0.0001076705,0.00186189,0.01316976,0.000403494,0.0004312009,0.0004323677,0.0008488381,0.0003141399,0.005394946,0.8310523,0.1458645],"study_design_scores_gemma":[0.000844847,0.000128027,0.007231919,0.1496963,0.0019112,0.0008893754,0.0004603776,0.00148897,0.0004318428,0.01015921,0.8264975,0.0002604046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002161232,0.2523103,0.01917577,0.5618936,0.03259441,0.01665776,0.01914392,0.0008507434,0.09521239],"genre_scores_gemma":[0.03691515,0.2388699,0.325791,0.3105534,0.0199866,0.01424664,0.03090616,0.0004379965,0.02229321],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2979605,"threshold_uncertainty_score":0.5924524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718457031804437,"score_gpt":0.2714018594165111,"score_spread":0.2542172890984667,"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."}}