{"id":"W4382196048","doi":"10.1155/2023/2074931","title":"Global Analysis in Nonobstructive Azoospermic Testis Identifies miRNAs Critical to Spermatogenesis","year":2023,"lang":"en","type":"article","venue":"Andrologia","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"Tarbiat Modares University; Royan Institute","keywords":"Azoospermia; microRNA; Spermatogenesis; Sertoli cell; Male infertility; Biology; Obstructive azoospermia; Pathogenesis; Andrology; Infertility; Bioinformatics; Gene; Medicine; Endocrinology; Genetics; Immunology; 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":[0.0001636768,0.0002047004,0.0002508663,0.0004765629,0.0001760799,0.0002485399,0.00009112604,0.0001139987,0.001254697],"category_scores_gemma":[0.0002145103,0.00007809405,0.0002459916,0.0003140428,0.0001732409,0.00008767405,0.0001365701,0.0001540821,0.0001711557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092152,"about_ca_system_score_gemma":0.0001815673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259959,"about_ca_topic_score_gemma":0.0005355066,"domain_scores_codex":[0.9998983,0.00001087608,0.000008068018,0.0000418845,0.00002837371,0.00001243439],"domain_scores_gemma":[0.9998677,0.00003109266,0.00004644754,0.00001021998,0.00001966722,0.00002479722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003293256,0.00001899087,0.03889688,0.0002461553,0.0001081556,0.0002673971,0.00009762802,0.0002774363,0.9465259,0.0002575415,0.0002089248,0.01276561],"study_design_scores_gemma":[0.00003777107,0.0009324251,0.6162687,0.00003812402,0.0003633962,0.003357095,0.0002012374,0.00236948,0.3658752,0.0005020601,0.0100324,0.00002220364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882434,0.004011707,0.00540354,0.00005780231,0.00002515373,0.00002418189,0.00136167,0.00007743365,0.000795126],"genre_scores_gemma":[0.9934552,0.0007245555,0.003879243,0.00004499402,0.00001267367,0.00002362973,0.001185963,0.00001543459,0.0006582736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001254697,"threshold_uncertainty_score":0.004197419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085985271452899,"score_gpt":0.3165443658779294,"score_spread":0.2956845131634004,"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."}}