{"id":"W4416853988","doi":"10.1016/j.cryobiol.2025.105562","title":"Enhanced prevention of cell death by hypothermic storage with propyl gallate","year":2025,"lang":"en","type":"article","venue":"Cryobiology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cytoprotection; Programmed cell death; Cell; Cell damage; Apoptosis; Hypothermia; Lactate dehydrogenase; Propyl gallate","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":[0.00004948796,0.00007447207,0.0001965409,0.000058223,0.00001636178,0.000001559778,0.00004319946,0.00008169141,0.0001342003],"category_scores_gemma":[0.000004382947,0.00005260773,0.00003532241,0.00007602932,0.00004804225,0.00001519937,0.000005840055,0.00006891489,0.000005523647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001858142,"about_ca_system_score_gemma":0.00006099143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008283874,"about_ca_topic_score_gemma":0.00000401034,"domain_scores_codex":[0.9995642,0.00002654394,0.0001468048,0.0001319249,0.00003147866,0.00009904034],"domain_scores_gemma":[0.9997318,0.0000226339,0.00006389602,0.0001238563,0.00003873065,0.00001907832],"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":[0.0003045874,0.000107022,0.01121455,0.0004007111,0.00003916844,0.000004059071,0.00007674374,7.908522e-7,0.9860043,0.0003937795,0.0004575581,0.0009967532],"study_design_scores_gemma":[0.001155031,0.0006210711,0.02009628,0.00009567575,0.00009704847,0.000007238201,0.00002203044,0.000005208437,0.9766141,0.0002245968,0.001003553,0.00005818722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633128,0.0001762608,0.02928928,0.0001634153,0.00004139491,0.0003376832,0.000009955851,0.00006354072,0.006605642],"genre_scores_gemma":[0.9876437,0.0002053477,0.002100823,0.0002125746,0.000008049006,0.00001372999,0.00003846148,0.000008068773,0.009769276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02718846,"threshold_uncertainty_score":0.2145281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00781588640813713,"score_gpt":0.2675119155414548,"score_spread":0.2596960291333176,"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."}}