{"id":"W2313300140","doi":"10.3727/000000003108746704","title":"Dynamics of Cryoprotectant Permeation in Porcine Heart Valve Leaflets","year":2003,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cryoprotectant; Cryopreservation; Heart valve; Cardiac valve; Permeation; Aortic valve; Chemistry; Biomedical engineering; Medicine; Cardiology; Biology; Biochemistry","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":[0.0001781644,0.0001515551,0.0002162709,0.0001178887,0.0001231527,0.0003711842,0.000178902,0.0002366731,0.0004916937],"category_scores_gemma":[0.0002323671,0.0001196297,0.0001579595,0.00007948194,0.000240195,0.0004041758,0.0001405724,0.0004163198,0.000135511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374247,"about_ca_system_score_gemma":0.0001278436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006937133,"about_ca_topic_score_gemma":0.0005669171,"domain_scores_codex":[0.9999387,0.00001246764,0.000003225013,0.00001893175,0.00001398338,0.00001274825],"domain_scores_gemma":[0.9998245,0.00006520758,0.00004493651,0.0000130221,0.00002891343,0.00002343089],"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":[0.0001159111,0.000006788782,0.000389266,0.00001760566,0.000003990402,0.00002850622,0.00004069849,0.0001427349,0.9986211,0.00003308331,0.00001158803,0.0005886675],"study_design_scores_gemma":[0.0000167444,0.0006413357,0.0270713,0.000012883,0.00002569092,0.0001869581,0.0001692409,0.008124902,0.9619964,0.0001368397,0.001593471,0.0000240972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996013,0.0008516965,0.00238053,0.00003908306,0.00001066675,0.000008244273,0.0001128224,0.00001863339,0.0005652866],"genre_scores_gemma":[0.995783,0.0007042995,0.002004275,0.00006846311,0.00000812588,0.00002002751,0.0002895475,0.00002542414,0.001096991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006937133,"threshold_uncertainty_score":0.001722634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638118081875383,"score_gpt":0.2848669739462369,"score_spread":0.2684857931274831,"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."}}