{"id":"W4399783407","doi":"10.5489/cuaj.8725","title":"Testosterone therapy at the time of vasectomy reversal","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Women's College Hospital; University of Toronto","funders":"","keywords":"Vasovasostomy; Sperm; Vasectomy reversal; Spermatogenesis; Vasectomy; Semen analysis; Medicine; Andrology; Semen; Urology; Testicular sperm extraction; Sperm quality; Sperm motility; Azoospermia; Biology; Infertility; Population; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003022363,0.0001263264,0.0002710768,0.0003879326,0.0002838019,0.0003737695,0.0001877083,0.0001448961,0.002517882],"category_scores_gemma":[0.0008525818,0.0000611963,0.0001883817,0.0004891446,0.0001857553,0.0001387522,0.0001236321,0.0003159142,0.0002246864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297642,"about_ca_system_score_gemma":0.0004487493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405965,"about_ca_topic_score_gemma":0.002022167,"domain_scores_codex":[0.999755,0.0000650017,0.00002861841,0.00003742665,0.00007647073,0.00003745364],"domain_scores_gemma":[0.9993227,0.0001960332,0.0003069968,0.0000232697,0.00004878318,0.0001021813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003947589,0.00006720017,0.9677011,0.0001411966,0.00009442137,0.001676003,0.0001622136,0.0001631729,0.002036901,0.00009650475,0.0003488086,0.02711763],"study_design_scores_gemma":[0.00002615493,0.001046576,0.9794347,0.0001312278,0.00008997015,0.01296324,0.0002942778,0.0002692352,0.001552701,0.00007003456,0.004111071,0.00001095348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856904,0.009258578,0.0004493311,0.0002138193,0.0000557967,0.0000273518,0.0004662476,0.00001659413,0.003821821],"genre_scores_gemma":[0.9978213,0.001300709,0.0001770414,0.00006502495,0.00004302156,0.000003307478,0.0002025412,0.000001825681,0.0003851122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002517882,"threshold_uncertainty_score":0.00842315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05002643318659086,"score_gpt":0.3536184999002873,"score_spread":0.3035920667136964,"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."}}