{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004155585,0.0003096201,0.0004255851,0.0001621622,0.0001492613,0.0003237558,0.0002932957,0.0001952379,0.0004513754],"category_scores_gemma":[0.0003831524,0.00009267742,0.0002394411,0.0001617795,0.0002857944,0.0002468122,0.0002282127,0.0002966939,0.0001228435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310238,"about_ca_system_score_gemma":0.0003442344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493139,"about_ca_topic_score_gemma":0.003656522,"domain_scores_codex":[0.9996724,0.00006434395,0.00004761196,0.00006101545,0.00009703211,0.00005751852],"domain_scores_gemma":[0.9997246,0.00005938889,0.0000804158,0.00004342731,0.0000557882,0.0000364138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003891354,0.00002289739,0.001006936,0.00007120517,0.00001350709,0.00005266689,0.00003176164,0.00004988123,0.9955609,0.00001978962,0.00002608772,0.002755134],"study_design_scores_gemma":[0.00002999183,0.001437486,0.02594909,0.00002055566,0.00009804324,0.0004520933,0.00006664826,0.0007870343,0.9680486,0.00003609035,0.003063197,0.00001104354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937092,0.003350996,0.002260275,0.00008778639,0.00004382107,0.00002443167,0.00008821263,0.00003057465,0.0004046505],"genre_scores_gemma":[0.995353,0.001117496,0.001915694,0.00005052917,0.00001321934,0.00002992901,0.0002698717,0.00002072673,0.001229595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002493139,"threshold_uncertainty_score":0.004957259,"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."}}