{"id":"W4399993053","doi":"10.1016/j.jri.2024.104287","title":"Impact of COVID-19 vaccination on seminal and systemic inflammation in men","year":2024,"lang":"en","type":"article","venue":"Journal of Reproductive Immunology","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Science Foundation Ireland; Enterprise Ireland","keywords":"Vaccination; Medicine; Semen; Fertility; Cohort; Immunology; Sperm; Immune system; Semen analysis; Systemic inflammation; Internal medicine; Physiology; Inflammation; Infertility; Andrology; Population; Biology; 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":[0.001878274,0.0001480806,0.0004758823,0.001282298,0.0000254896,0.00001521736,0.00006830168,0.000120307,0.00005346291],"category_scores_gemma":[0.004913086,0.0001132985,0.0001344012,0.0005290424,0.00007376157,0.0003139901,0.00002938206,0.0004222056,0.000004127831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563043,"about_ca_system_score_gemma":0.0008662055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001254618,"about_ca_topic_score_gemma":0.000002304078,"domain_scores_codex":[0.9983107,0.0002233899,0.0007101492,0.0003501497,0.0002467459,0.0001588448],"domain_scores_gemma":[0.9984487,0.0002413523,0.0004958271,0.0003592916,0.000377228,0.0000775975],"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":[0.006472086,0.0002534591,0.09085589,0.001036411,0.0008859393,0.0003083116,0.005946289,0.001582622,0.8255825,0.0006712551,0.0009186891,0.06548654],"study_design_scores_gemma":[0.002833964,0.00464551,0.9331502,0.000809898,0.0002218974,0.01568408,0.001115678,0.0002711042,0.03857458,0.0017581,0.0007714467,0.0001634923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857123,0.005361287,0.0003471359,0.007589377,0.0004125141,0.0003875757,0.000002927166,0.00002283781,0.0001640625],"genre_scores_gemma":[0.9984531,0.0007904348,0.00008256295,0.00002293301,0.000481733,0.000005078365,0.000003657105,0.0000170092,0.0001435089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8422943,"threshold_uncertainty_score":0.5881778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098166527538392,"score_gpt":0.3720857973314152,"score_spread":0.3511041320560312,"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."}}