{"id":"W4206049345","doi":"10.4103/aja202181","title":"Endocrine aberrations of human nonobstructive azoospermia","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre","funders":"","keywords":"Azoospermia; Fertility; Endocrine system; Hormone; Luteinizing hormone; Population; Hypogonadotropic hypogonadism; Spermatogenesis","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":[0.0002419842,0.000243629,0.0003691882,0.0007943673,0.0001741909,0.0004518383,0.0001828112,0.0002914259,0.001674311],"category_scores_gemma":[0.0003839506,0.00008493001,0.0002861182,0.0008021199,0.0002506218,0.0002555745,0.0002535929,0.0003466613,0.0002880753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277428,"about_ca_system_score_gemma":0.0003380808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214978,"about_ca_topic_score_gemma":0.001421033,"domain_scores_codex":[0.9998409,0.00003782523,0.00002771669,0.00002393908,0.00005068246,0.00001892686],"domain_scores_gemma":[0.999859,0.0000488742,0.00004315417,0.000005458608,0.00003383645,0.000009671283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009003689,0.0001065862,0.06635914,0.012746,0.0008413898,0.02293743,0.0008993199,0.0007498382,0.06717598,0.00865648,0.02236856,0.7962589],"study_design_scores_gemma":[0.00008873471,0.000666307,0.1894864,0.002776789,0.00118009,0.1006809,0.0007798558,0.0004114046,0.02280504,0.005631383,0.6753982,0.00009487895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02340649,0.9681083,0.00119439,0.0008470553,0.0002636942,0.00001876799,0.0003831181,0.00004212007,0.005736004],"genre_scores_gemma":[0.1782901,0.8143908,0.001409413,0.0009629938,0.0004635165,0.00002052638,0.0007354603,0.00001088506,0.003716349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001674311,"threshold_uncertainty_score":0.005601168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220513899921276,"score_gpt":0.2699924814305953,"score_spread":0.2577873424313826,"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."}}