{"id":"W4225997503","doi":"10.53730/ijhs.v6ns2.5104","title":"Impact of age and diet on semen quality and male fertility","year":2022,"lang":"en","type":"article","venue":"International Journal of Health Sciences","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Semen; Sperm; Fertility; Semen analysis; Semen quality; Ejaculation; Andrology; Infertility; Male infertility; Sperm motility; Biology; Sperm washing; Physiology; Gynecology; Medicine; Insemination; Population; Endocrinology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001627977,0.00003362615,0.0001298652,0.0001124515,0.00009081513,0.00001136808,0.00006660161,0.0000068341,0.0001583977],"category_scores_gemma":[0.0001219221,0.00002324137,0.00003930477,0.00007030141,0.0001067432,0.00006486105,0.00003343013,0.00009380141,2.015059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009499556,"about_ca_system_score_gemma":0.000224774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002609743,"about_ca_topic_score_gemma":0.000004866361,"domain_scores_codex":[0.9989593,0.00007883638,0.0002853459,0.00007244883,0.000539273,0.00006476985],"domain_scores_gemma":[0.9994422,0.00009102705,0.0002708365,0.00003132495,0.00009944724,0.00006514333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007266707,0.000180692,0.9828963,0.00001835253,0.00004259189,0.00003465471,0.0003438757,0.00007731504,0.0005684785,0.0002496711,0.0003553418,0.014506],"study_design_scores_gemma":[0.0004503178,0.003407899,0.994892,0.0000310328,0.000004322487,0.0002852824,0.0001959174,0.0001425091,0.00002576516,0.0003982878,0.0001483681,0.00001829044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953706,0.0004456457,0.00003217484,0.003451139,0.0002431479,0.00004599087,0.000008664861,0.000001651538,0.0004010316],"genre_scores_gemma":[0.9992923,0.00005638543,0.0001498817,0.0004278287,0.00003501789,5.50056e-7,9.634064e-7,0.000001106972,0.00003594637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448771,"threshold_uncertainty_score":0.1734344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09354924482352361,"score_gpt":0.4468372689903959,"score_spread":0.3532880241668723,"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."}}