{"id":"W4319342086","doi":"10.1155/2023/7826568","title":"The Impact of COVID‐19 Vaccines on Male Semen Parameters: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Andrologia","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"Medical Research Council; National Treasury; Division of Research Capacity Development; South African Medical Research Council","keywords":"Semen; Vaccination; Medicine; Semen analysis; Fertility; Sperm; Cohort; Retrospective cohort study; Semen quality; Andrology; Gynecology; Immunology; Internal medicine; Biology; Population; Infertility; Pregnancy; Environmental health","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":[0.001227329,0.0001500494,0.0003471313,0.0001554488,0.000136814,0.00001802072,0.0001119524,0.00006563558,0.0001236361],"category_scores_gemma":[0.002929375,0.00008525093,0.0001390288,0.0006567763,0.00006799863,0.00004520696,0.00005869863,0.0001892377,0.00008133346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045817,"about_ca_system_score_gemma":0.0001748033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199414,"about_ca_topic_score_gemma":0.00004403351,"domain_scores_codex":[0.9986805,0.0001189444,0.0002430382,0.000375933,0.000303113,0.0002784737],"domain_scores_gemma":[0.9985505,0.0003633885,0.0001346186,0.0007205503,0.0001082448,0.000122693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001003044,0.0002526329,0.9823348,0.00001302021,0.0003777446,0.0000578729,0.0004987025,0.0003073141,0.0006468297,0.00001373357,0.01412075,0.0003735533],"study_design_scores_gemma":[0.001246818,0.005961041,0.9912,0.000007253743,0.000103398,0.00005968211,0.0004741004,0.0001877451,0.0001962252,0.0003720525,0.0001146313,0.00007702193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950867,0.00003586387,0.000007686191,0.002535878,0.0001392208,0.00142491,0.00001160295,0.0001584662,0.0005996618],"genre_scores_gemma":[0.9982646,0.0000744567,0.000008360388,0.0002789841,0.00008564982,0.00007378583,0.00001326154,0.00001572214,0.0011852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400612,"threshold_uncertainty_score":0.3506947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408715249264928,"score_gpt":0.3822681173855069,"score_spread":0.3381809648928576,"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."}}