{"id":"W4399352462","doi":"10.1093/humrep/deae115","title":"Recent decline in sperm motility among donor candidates at a sperm bank in Denmark","year":2024,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Sperm; Semen; Sperm bank; Andrology; Semen quality; Sperm quality; Biology; Fertility; Sperm motility; Semen analysis; Infertility; Population; Demography; Medicine; Pregnancy; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007395266,0.0001626679,0.0002450803,0.0003228363,0.0000619925,0.00003437847,0.0000438791,0.0001038343,0.001395179],"category_scores_gemma":[0.0003551515,0.0001471979,0.00006544659,0.0005570282,0.00007761989,0.0001242715,0.00005720588,0.0002972795,0.0001706142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006737952,"about_ca_system_score_gemma":0.00005096965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032837,"about_ca_topic_score_gemma":0.007956058,"domain_scores_codex":[0.9982318,0.0000615937,0.0003989116,0.0008375699,0.0002302133,0.0002398644],"domain_scores_gemma":[0.9992314,0.00002722197,0.00004334139,0.000559187,0.00006445416,0.00007439831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002165735,0.0002912724,0.945856,0.0002213467,0.00002742481,0.0002816839,0.0006142073,0.00005971424,0.01843765,0.00007987605,0.001566648,0.03234765],"study_design_scores_gemma":[0.0007487457,0.0001274227,0.9689771,0.0002774653,0.00005585301,0.0001908681,0.00007154648,0.0009861963,0.008196273,0.0002842261,0.01995483,0.0001294544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927082,0.002461474,0.00001394606,0.001350386,0.0009787021,0.0005406367,0.000002217374,0.0001262661,0.001818142],"genre_scores_gemma":[0.9941707,0.0004120212,0.00007047727,0.00006240787,0.0008846323,0.00003768283,0.0001328308,0.00002786009,0.004201354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03221819,"threshold_uncertainty_score":0.9995177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603413721646504,"score_gpt":0.2899432009945997,"score_spread":0.2639090637781347,"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."}}