{"id":"W3007224979","doi":"10.1089/bio.2019.0059","title":"The Replacement of Fetal Bovine Serum with Bovine Serum Albumin During Oocyte Maturation and Embryo Culture Does Not Improve Blastocyst Quality After Slow Freezing Cryopreservation","year":2020,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cryopreservation; Blastocyst; Andrology; Bovine serum albumin; Fetal bovine serum; Embryo; Hatching; Embryo cryopreservation; Embryo quality; Embryo culture; In vitro maturation; Biology; Chemistry; Embryogenesis; In vitro; Immunology; Animal science; Biochemistry; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.000596168,0.0002198422,0.0003029132,0.0000399187,0.0003032432,0.00006613068,0.00008878599,0.0001533473,0.00001807832],"category_scores_gemma":[0.0003482239,0.000120972,0.00004995823,0.0001789071,0.0002214989,0.0003857582,0.0001544324,0.0002332043,8.523803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004042847,"about_ca_system_score_gemma":0.00003659532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009510689,"about_ca_topic_score_gemma":0.0001396009,"domain_scores_codex":[0.9982948,0.0001202229,0.000501862,0.0005597456,0.0002977978,0.000225543],"domain_scores_gemma":[0.9988778,0.00005119812,0.000320849,0.0003634155,0.0002921053,0.00009468797],"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":[0.03665524,0.00004589151,0.2681202,0.0005369156,0.0001040354,0.000003244103,0.001022142,0.0000012358,0.6919981,0.00006743323,0.00005046713,0.001395075],"study_design_scores_gemma":[0.00134705,0.0005966641,0.8061136,0.00009292029,0.00005748197,0.000007198039,0.0005116444,0.001014461,0.1894233,0.00004398618,0.0006491599,0.0001425684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859318,0.0005030376,0.0002529925,0.01230099,0.0001024018,0.0007380536,0.00006604045,0.00005425658,0.00005045327],"genre_scores_gemma":[0.9977676,0.0001120682,0.00054699,0.0005551966,0.0002856525,0.00003700685,0.00005469186,0.00001390417,0.0006268994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5379934,"threshold_uncertainty_score":0.4933094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845197036318971,"score_gpt":0.2573010891590772,"score_spread":0.2388491187958875,"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."}}