{"id":"W2765744990","doi":"10.1371/journal.pone.0187268","title":"Transcriptomic difference in bovine blastocysts following vitrification and slow freezing at morula stage","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Blastocyst; Andrology; Inner cell mass; Embryo; Biology; Cryopreservation; Embryogenesis; Chemistry; Cell biology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002701428,0.00009919255,0.0002836009,0.00004760475,0.000171709,0.00001370364,0.00008991457,0.00008966461,0.0000163456],"category_scores_gemma":[0.000440019,0.00008710619,0.00003691726,0.00002712305,0.0001167318,0.00009078276,0.00003576175,0.0001652966,0.000009127363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006709349,"about_ca_system_score_gemma":0.00001863701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008204874,"about_ca_topic_score_gemma":0.00009142172,"domain_scores_codex":[0.999148,0.00004125564,0.0001664325,0.0003631486,0.0001184152,0.0001627348],"domain_scores_gemma":[0.9992293,0.00003037196,0.00007056046,0.000578763,0.00002890225,0.00006209288],"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":[0.0008101414,0.0002569368,0.4161006,0.00006569173,0.00004700009,0.000008881528,0.0001785105,3.220271e-8,0.582087,0.000008233003,0.00000190948,0.000435141],"study_design_scores_gemma":[0.001029088,0.0001079709,0.8401892,0.000151979,0.00006986022,0.000001509977,0.00001742004,0.0002295338,0.1580612,0.00006176649,0.00001146163,0.00006907069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976105,0.0005144728,0.00005833668,0.0008922517,0.00004844517,0.0004022782,0.000007053517,0.00002775123,0.0004388948],"genre_scores_gemma":[0.9974486,0.00005384133,0.0003445579,0.00004511798,0.0000612775,0.00002541361,0.00001186842,0.000008906984,0.002000375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4240886,"threshold_uncertainty_score":0.3552087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06771857466949165,"score_gpt":0.2767005058365511,"score_spread":0.2089819311670595,"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."}}