{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004741012,0.0005223762,0.0003990306,0.0001791883,0.000185102,0.0004600458,0.0004538714,0.0004510298,0.002382957],"category_scores_gemma":[0.0002236493,0.0002191635,0.0004138855,0.000145713,0.0002070698,0.0001729198,0.0003326411,0.0005134487,0.000958121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224218,"about_ca_system_score_gemma":0.0002254548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342492,"about_ca_topic_score_gemma":0.001817993,"domain_scores_codex":[0.9995534,0.0000869476,0.00006055501,0.0001324928,0.0001059798,0.00006066518],"domain_scores_gemma":[0.999876,0.00003036697,0.0000291255,0.00002341342,0.00002335838,0.00001773947],"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":[0.00003743798,0.0000120624,0.0001020152,0.00003960783,0.000003359849,0.00001983335,0.00001598064,0.00003402865,0.9988472,0.00003585679,0.00002509039,0.0008275566],"study_design_scores_gemma":[0.000006075674,0.0001970262,0.001227667,0.000008122222,0.00001507568,0.0001128852,0.000009572856,0.0003492529,0.9951088,0.00001472943,0.002947053,0.000003763783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964457,0.003974674,0.02202879,0.00009082156,0.0001513404,0.0002763338,0.00102694,0.0002599719,0.007734161],"genre_scores_gemma":[0.9347007,0.001949493,0.0355725,0.0001218396,0.00003551677,0.0002217409,0.003955215,0.0001743485,0.02326861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002382957,"threshold_uncertainty_score":0.007971823,"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."}}