{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003470793,0.0001362075,0.0002915644,0.0002069011,0.00003222731,0.000005766812,0.00003465655,0.0001049025,0.0001099691],"category_scores_gemma":[0.00001988579,0.0001267149,0.0001188481,0.0002707131,0.00003521386,0.00009477176,8.589467e-7,0.0001508912,0.000008452113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005974371,"about_ca_system_score_gemma":0.00007158951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000067771,"about_ca_topic_score_gemma":0.0001356775,"domain_scores_codex":[0.998869,0.000118756,0.0004053086,0.0002078979,0.0002249559,0.0001740516],"domain_scores_gemma":[0.9995499,0.0001014541,0.0000812615,0.0001414942,0.00006682354,0.00005912693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009289089,0.0004489635,0.620083,0.003142583,0.00004639079,0.0001077033,0.004527005,0.0006327606,0.3625321,0.005398952,0.0000115204,0.002140064],"study_design_scores_gemma":[0.004472086,0.0002967563,0.7712073,0.000309039,0.0002537813,0.0001924458,0.0004317737,0.0008406768,0.2209181,0.0008177489,0.00006094814,0.0001992846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328114,0.0001723158,0.06087485,0.0003273561,0.0001301868,0.0005264638,0.00002974593,0.00003410744,0.005093504],"genre_scores_gemma":[0.9804891,0.0003992409,0.01849907,0.0001071483,0.00001781935,0.00001738379,0.0002422328,0.00001959854,0.0002083523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1511243,"threshold_uncertainty_score":0.5167283,"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."}}