{"id":"W4408447516","doi":"10.1177/19476035251316715","title":"Successful Vitrification of Human Osteochondral Dowels and Intact Femoral Condyle","year":2025,"lang":"en","type":"article","venue":"Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cryopreservation; Vitrification; Chondrocyte; FEMORAL CONDYLE; Articular cartilage; Cartilage; Andrology; Condyle; Biomedical engineering; Medicine; Materials science; Anatomy; Osteoarthritis; Biology; 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":[0.00006600242,0.00009141806,0.0002241511,0.0001007469,0.00005387728,0.0000131356,0.00003616016,0.00006687759,0.00008248925],"category_scores_gemma":[0.00002367755,0.00008261951,0.00005131534,0.0001187862,0.00006465753,0.00007227328,0.00002322458,0.00006265772,0.000008608899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002754261,"about_ca_system_score_gemma":0.0000386269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001024337,"about_ca_topic_score_gemma":0.00002219401,"domain_scores_codex":[0.9994258,0.00002018578,0.0001791663,0.0001649132,0.00008762219,0.0001223243],"domain_scores_gemma":[0.9996111,0.00002113623,0.00005029609,0.0001998559,0.00005894714,0.00005868462],"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":[0.00007681186,0.00006104328,0.01705962,0.00008067438,0.000008100267,0.0000201363,0.0002063093,4.31614e-8,0.9722877,0.004727434,0.0002292774,0.005242829],"study_design_scores_gemma":[0.002562462,0.0006475234,0.005543843,0.0001276878,0.0001202343,0.000009315533,0.0003406094,0.000002553389,0.9891878,0.0006050476,0.0007871498,0.00006575791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864505,0.0005111377,0.0000269301,0.0002348469,0.0001258205,0.000331389,0.00001173944,0.00003750711,0.01227011],"genre_scores_gemma":[0.9958977,0.00001152462,0.0001661961,0.0001322542,0.00002924167,0.00001791034,0.00005888747,0.000007571237,0.00367869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169001,"threshold_uncertainty_score":0.3369126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170400717137325,"score_gpt":0.289370849680437,"score_spread":0.2776668425090637,"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."}}