{"id":"W1525631664","doi":"10.1071/rdv17n2ab6","title":"6 VITRIFICATION OF BOVINE EMBRYOS WITHOUT ANIMAL-DERIVED PRODUCTS","year":2004,"lang":"en","type":"article","venue":"Reproduction Fertility and Development","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Food and Agriculture","keywords":"Ethylene glycol; Chemistry; Chromatography; Cryopreservation; Ficoll; Vitrification; Straw; Bovine serum albumin; Blastocyst; Embryo; Liquid nitrogen; Andrology; Biochemistry; Biology; In vitro; Embryogenesis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009401696,0.0001789738,0.0003684944,0.00009668073,0.0001498388,0.000006900884,0.00005233474,0.0001167104,0.00002438234],"category_scores_gemma":[0.0008122826,0.0001501301,0.00003657239,0.0002492572,0.0002877502,0.0001358878,0.00004428745,0.0001680048,0.0000193557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236162,"about_ca_system_score_gemma":0.0003882107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003034465,"about_ca_topic_score_gemma":0.000002617964,"domain_scores_codex":[0.9979846,0.00006063801,0.0005382542,0.001005547,0.0002160997,0.0001948609],"domain_scores_gemma":[0.998462,0.000009451634,0.0001645362,0.0007475849,0.0005205924,0.00009579795],"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":[0.01804503,0.001192064,0.07635601,0.000585807,0.0001516539,0.000002776846,0.002222179,0.000004620354,0.880711,0.0001354737,0.00003637884,0.02055699],"study_design_scores_gemma":[0.0005648076,0.0001613686,0.5546736,0.00002578886,0.00001897435,0.00002634532,0.00008704053,8.736919e-7,0.4428538,0.0001799628,0.001328191,0.00007921561],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993566,0.0009541351,0.0008489905,0.003270312,0.0001830132,0.0007780023,0.000001829884,0.00009802339,0.0002996852],"genre_scores_gemma":[0.9914075,0.00004644482,0.007991021,0.00005160226,0.00009135484,0.00003944599,0.00004243424,0.00001072626,0.0003195039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4783176,"threshold_uncertainty_score":0.612213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645104984115129,"score_gpt":0.2783396202046488,"score_spread":0.2418885703634975,"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."}}