{"id":"W4402783480","doi":"10.5534/wjmh.240129","title":"Changes in Testosterone Levels Following Surgical Sperm Retrieval in Men with Non-Obstructive Azoospermia: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"The World Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Sperm Retrieval; Meta-analysis; Azoospermia; Obstructive azoospermia; Testosterone (patch); Gynecology; Urology; Internal medicine; Infertility; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007358507,0.001847455,0.01451133,0.004493117,0.0005501615,0.002533732,0.001732243,0.001754093,0.002834824],"category_scores_gemma":[0.02011449,0.001094566,0.02643243,0.006088214,0.0006176976,0.001158465,0.001058958,0.001154675,0.000208319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791388,"about_ca_system_score_gemma":0.00288401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006388251,"about_ca_topic_score_gemma":0.01439601,"domain_scores_codex":[0.9950087,0.001911185,0.001760376,0.0005830804,0.0005477779,0.0001889324],"domain_scores_gemma":[0.9878924,0.008548292,0.002201546,0.0003048563,0.0008998074,0.0001531077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00196118,0.00003768906,0.006284439,0.4996391,0.4789109,0.0001563846,0.0001000773,0.0003243987,0.0002839421,0.00008823934,0.0004781414,0.01173554],"study_design_scores_gemma":[0.0005012906,0.0002709863,0.007009909,0.02934601,0.9610247,0.0001273228,0.00005563596,0.0001120289,0.0001182024,0.00009411271,0.001318712,0.00002102589],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006231485,0.9926224,0.0002055237,0.0001141453,0.00009011076,0.0001593942,0.0003820928,0.00001236141,0.0001824756],"genre_scores_gemma":[0.1989614,0.7969032,0.001280912,0.0007969171,0.0002307121,0.000723767,0.0008211827,0.00001959581,0.0002622923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01451133,"threshold_uncertainty_score":0.03891599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04784544311307818,"score_gpt":0.3345989226874421,"score_spread":0.2867534795743639,"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."}}