{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003729645,0.0002076101,0.0003329825,0.000557933,0.0004406069,0.0004886052,0.0002056587,0.0002729709,0.0053717],"category_scores_gemma":[0.001237402,0.000153458,0.0005001616,0.0005578096,0.0002000426,0.0003482618,0.0003266244,0.0003853106,0.000451763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771792,"about_ca_system_score_gemma":0.0002939179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364004,"about_ca_topic_score_gemma":0.004862996,"domain_scores_codex":[0.9997115,0.0001060644,0.00002340087,0.00004298671,0.00006859333,0.00004742955],"domain_scores_gemma":[0.999307,0.0001389877,0.0002212064,0.0000529151,0.00009250172,0.000187446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001278812,0.0005383291,0.9701262,0.0001041271,0.0005395741,0.0006383879,0.0001948337,0.0001284548,0.003000742,0.0003321129,0.0007072013,0.02241118],"study_design_scores_gemma":[0.000004091183,0.0004697882,0.997241,0.00001493383,0.00009015723,0.0004032193,0.00007236099,0.00008156913,0.0001679329,0.0000941746,0.001355577,0.000005194924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98248,0.00764031,0.0002726582,0.0003969585,0.0001067066,0.00001928373,0.0007383213,0.00001640133,0.008329428],"genre_scores_gemma":[0.9922723,0.001789916,0.0002435605,0.00009290205,0.00005094099,0.000006413091,0.0002815383,0.00000678036,0.005255648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0053717,"threshold_uncertainty_score":0.01797009,"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."}}