{"id":"W4283718536","doi":"10.1093/humrep/deac105.035","title":"O-135 Sperm-borne small ribonucleic acid profile significantly impacts embryo development","year":2022,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; CReATe Fertility Centre","funders":"","keywords":"Sperm; Blastocyst; Andrology; Biology; Semen; Infertility; Embryo; Male infertility; RNA; Fertility; Oocyte; Embryogenesis; Genetics; Pregnancy; Medicine; Population; Gene","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":[0.0006046724,0.0001948005,0.0002418214,0.0002088248,0.0006504243,0.00002899028,0.00008320929,0.00005221331,0.002629796],"category_scores_gemma":[0.0001947648,0.000191627,0.00008689477,0.0003658726,0.00004803462,0.00006845763,0.00009464121,0.0003481699,0.0001695823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094383,"about_ca_system_score_gemma":0.0001791179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005064153,"about_ca_topic_score_gemma":0.0000140335,"domain_scores_codex":[0.9980337,0.00007711307,0.0003585037,0.0007851416,0.000429508,0.0003160354],"domain_scores_gemma":[0.9988611,0.000008768149,0.0001536037,0.0007014745,0.0001389186,0.0001361561],"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":[0.0003142862,0.0008327424,0.006850707,0.0001717352,0.0001365761,0.0001341947,0.001728432,0.00006992516,0.9548553,0.0003708874,0.007934821,0.02660044],"study_design_scores_gemma":[0.002192711,0.001385825,0.5438696,0.0000669026,0.000252227,0.001425045,0.001397509,0.00009688782,0.3891756,0.0002647458,0.05930863,0.0005642733],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936742,0.0003436069,0.0001026733,0.0006436835,0.0009729893,0.0007994843,0.000003867661,0.0003217327,0.003137772],"genre_scores_gemma":[0.9902204,0.000005710969,0.001151921,0.0001541391,0.0009154122,0.0001645099,0.0003630157,0.00004993928,0.006974931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5656796,"threshold_uncertainty_score":0.998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355434229353093,"score_gpt":0.2602067126614758,"score_spread":0.2246632897261665,"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."}}