{"id":"W2397634515","doi":"10.1016/j.cryobiol.2016.05.007","title":"Cryoprotectant kinetic analysis of a human articular cartilage vitrification protocol","year":2016,"lang":"en","type":"article","venue":"Cryobiology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Cryoprotectant; Vitrification; Articular cartilage; Cryopreservation; Cartilage; Chemistry; Materials science; Biomedical engineering; Andrology; Anatomy; Biology; Medicine; Pathology; Osteoarthritis; Cell biology; Embryo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004956741,0.0003378924,0.0003411815,0.0002411974,0.0001814968,0.0003041435,0.0003832819,0.0002920746,0.0007883395],"category_scores_gemma":[0.0007182111,0.0001801669,0.0004185199,0.0001983419,0.0001654973,0.0002795399,0.0001708914,0.0004513681,0.0001970439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007096048,"about_ca_system_score_gemma":0.0005701084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003623728,"about_ca_topic_score_gemma":0.002755761,"domain_scores_codex":[0.9998591,0.00001790224,0.000009622148,0.00003368063,0.00006374951,0.00001584869],"domain_scores_gemma":[0.9997768,0.00009667515,0.00002781898,0.0000201747,0.00007135044,0.00000727216],"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":[0.000145262,0.00004882125,0.001568692,0.0002013682,0.0000291664,0.00007698554,0.00008393697,0.05727541,0.9285239,0.0005057459,0.000177094,0.01136372],"study_design_scores_gemma":[0.0000163936,0.0004168797,0.004876629,0.00001425652,0.00004606249,0.0001322144,0.0000474427,0.2723415,0.7196648,0.0002134821,0.002191682,0.00003864734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8750856,0.00112727,0.1212338,0.0001387389,0.00002724095,0.0001367324,0.0005528448,0.0002410005,0.001456767],"genre_scores_gemma":[0.9153573,0.001096778,0.08051807,0.00004777364,0.000006846257,0.0001923263,0.0007706246,0.0001063873,0.001903823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003623728,"threshold_uncertainty_score":0.007205248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901195397950307,"score_gpt":0.3285224661100962,"score_spread":0.3095105121305931,"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."}}