{"id":"W4388090680","doi":"10.2196/48511","title":"Effects of SARS-CoV-2 Vaccines on Sperm Quality: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Anhui Medical University; National Natural Science Foundation of China","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sperm quality; Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Medicine; Biology; Sperm; Genetics; Outbreak; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006099831,0.0005761204,0.007613644,0.0005207419,0.00008094672,0.0000361312,0.0002065919,0.0002572157,0.000004794267],"category_scores_gemma":[0.01501422,0.0003976293,0.000514208,0.001482588,0.00004783273,0.00006885883,0.0000770301,0.0005150219,0.00009859356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998549,"about_ca_system_score_gemma":0.002411732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073718,"about_ca_topic_score_gemma":0.00002385485,"domain_scores_codex":[0.9932451,0.002100302,0.002436202,0.0008580387,0.0006933227,0.0006670865],"domain_scores_gemma":[0.9938294,0.002247984,0.001827612,0.00136395,0.000239056,0.0004920032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001026883,0.0001048805,0.0000633212,0.8943226,0.0001631306,0.00001101176,0.00004590868,1.763919e-9,5.16867e-7,0.00007708269,0.004811258,0.10039],"study_design_scores_gemma":[0.000377563,0.0003725897,0.0002608628,0.5080054,0.0000738971,0.00009547333,0.000007462524,7.694784e-7,2.343969e-7,0.00000472328,0.4905483,0.00025271],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006542753,0.9799873,0.000006230269,0.007152129,0.0003914983,0.01204942,0.00003685166,0.0002258494,0.00008530154],"genre_scores_gemma":[0.00003288414,0.9913718,0.000009284257,0.006582203,0.000294391,0.001014551,0.0001607842,0.00009762328,0.0004365376],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4857371,"threshold_uncertainty_score":0.9998475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942430940885585,"score_gpt":0.4899271564760023,"score_spread":0.2956840623874438,"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."}}