{"id":"W1993437071","doi":"10.1016/j.bpj.2011.12.058","title":"Transport Phenomena in Articular Cartilage Cryopreservation as Predicted by the Modified Triphasic Model and the Effect of Natural Inhomogeneities","year":2012,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Articular cartilage; Cryopreservation; Natural (archaeology); Materials science; Chemistry; Biophysics; Biology; Cell biology; Medicine; Pathology; Embryo","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":[0.0003547506,0.0001285743,0.0002923448,0.00003570333,0.00008619577,0.00001383204,0.00006589812,0.00004861114,0.000006250082],"category_scores_gemma":[0.00003522544,0.000059471,0.0001200407,0.0001167353,0.0001643851,0.0001662191,0.00001320221,0.0002391504,8.732348e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838342,"about_ca_system_score_gemma":0.0000215648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507228,"about_ca_topic_score_gemma":0.000003141052,"domain_scores_codex":[0.9990638,0.0001291483,0.0002396525,0.00008471699,0.000260058,0.0002225999],"domain_scores_gemma":[0.9995735,0.00009242059,0.00008374408,0.0001203173,0.00003235719,0.00009766051],"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":[0.00497986,0.0002876172,0.002390734,0.00005188683,0.00009971145,0.00002279566,0.002345933,0.00008396594,0.9781467,0.002370043,0.00005897275,0.009161741],"study_design_scores_gemma":[0.03724955,0.003276012,0.00968831,0.0001928333,0.0008775104,0.0002716402,0.0003991625,0.02126651,0.9255905,0.0008924466,0.00007255628,0.0002229382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976876,0.001002792,0.0001312472,0.0004318102,0.00009330289,0.0004563227,0.00001149446,0.000009711465,0.0001757695],"genre_scores_gemma":[0.9993901,0.0000522907,0.00001714447,0.00008773643,0.0002515668,0.00003164737,0.0000169246,0.00001101609,0.000141613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05255621,"threshold_uncertainty_score":0.2425157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009083977629128118,"score_gpt":0.23487094371232,"score_spread":0.2257869660831919,"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."}}