{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002008025,0.0001070951,0.0002210236,0.0001871716,0.000135467,0.0003537744,0.0001107388,0.0001185255,0.00400454],"category_scores_gemma":[0.0004372265,0.00007137626,0.0002222589,0.0001695934,0.0002219854,0.0001575666,0.0001546371,0.000189393,0.0003194651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799717,"about_ca_system_score_gemma":0.0002378704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006823445,"about_ca_topic_score_gemma":0.000879833,"domain_scores_codex":[0.9998546,0.00003473146,0.00001295559,0.00003748846,0.00003935113,0.00002085791],"domain_scores_gemma":[0.9997749,0.00005474433,0.00007628898,0.00001217488,0.00002898145,0.00005300297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006550029,0.0003258324,0.6145147,0.000548757,0.0002915181,0.0009028077,0.0002830382,0.0003682129,0.3315858,0.0004248566,0.001404535,0.04279986],"study_design_scores_gemma":[0.00008203738,0.003484727,0.9436028,0.00005764437,0.0002278749,0.001529679,0.0004520605,0.0005034925,0.0467882,0.0002496587,0.003008248,0.00001365236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964042,0.001169404,0.0003561121,0.00009380992,0.00001689404,0.00002164099,0.0005635831,0.00001349061,0.001360818],"genre_scores_gemma":[0.9983657,0.0003069387,0.0001988449,0.00005638598,0.000006922849,0.00001895874,0.0002868283,0.00000461338,0.0007548488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00400454,"threshold_uncertainty_score":0.0133965,"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."}}