{"id":"W4412046129","doi":"10.1016/j.cryobiol.2025.105279","title":"Transplantation of vitrified osteochondral allografts revealed equivalent cartilage repair to fresh osteochondral allografts in a swine model","year":2025,"lang":"en","type":"article","venue":"Cryobiology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Queen's University; University of Alberta","funders":"Canadian Institutes of Health Research; Division of Orthopaedic Surgery, University of Alberta","keywords":"Transplantation; Andrology; Cartilage; Cryopreservation; Medicine; Biology; Surgery; Anatomy; Embryo; Cell biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002489869,0.0003006602,0.0007901014,0.000571798,0.00004745484,0.000006428661,0.0001435764,0.0003381909,0.0000780793],"category_scores_gemma":[0.00009057914,0.000277223,0.0002711909,0.0004861911,0.0001007974,0.00007125827,0.0000572044,0.0002175618,0.00001895171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098367,"about_ca_system_score_gemma":0.0001822537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005206313,"about_ca_topic_score_gemma":0.000960005,"domain_scores_codex":[0.997889,0.0001386668,0.0006961772,0.0005843044,0.0001477995,0.0005440862],"domain_scores_gemma":[0.9990613,0.00009810155,0.0001041175,0.0004590065,0.0001209753,0.0001565333],"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":[0.003202269,0.0003842345,0.009763777,0.0002834382,0.00006297496,0.0003050055,0.0009508107,0.0001426906,0.9797708,0.001902404,0.001143037,0.002088601],"study_design_scores_gemma":[0.05209053,0.01614035,0.02114181,0.002843121,0.001683026,0.0004209564,0.001001728,0.001276693,0.8900778,0.007004208,0.00495619,0.001363643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991702,0.000715524,0.0006895041,0.001041565,0.0004262908,0.001498064,0.0001084398,0.000147137,0.003671428],"genre_scores_gemma":[0.9888057,0.0001212419,0.005128893,0.001022739,0.00005055864,0.0002080538,0.000390123,0.00002512626,0.004247607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08969302,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462091736962256,"score_gpt":0.2879375185057979,"score_spread":0.2733166011361753,"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."}}