{"id":"W2157065302","doi":"10.1111/j.1600-6143.2006.01254.x","title":"Gene Expression Profiling of Acute Liver Stress During Living Donor Liver Transplantation","year":2006,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Liver transplantation; Pathogenesis; Transplantation; Gene expression; Reperfusion injury; Oxidative stress; Microarray; Gene expression profiling; Liver disease; Glutathione; Liver injury; Pathology; Gene; Microarray analysis techniques; Gene chip analysis; Ischemia; Andrology; Immunology; Internal medicine; Biology; Enzyme; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001991656,0.0001995568,0.0004710654,0.000367102,0.00007568533,0.00001714145,0.0001145311,0.00006808133,0.00006112178],"category_scores_gemma":[0.000004960219,0.0001707219,0.0002250034,0.0002576143,0.0001131952,0.0003625136,0.000003358014,0.0002262404,0.000002465074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005453527,"about_ca_system_score_gemma":0.00007449278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001804878,"about_ca_topic_score_gemma":0.0000179701,"domain_scores_codex":[0.9982269,0.00009376194,0.0008197568,0.0001810161,0.0004642939,0.0002142793],"domain_scores_gemma":[0.9986675,0.0001341644,0.0007510413,0.0001239389,0.000226124,0.00009716862],"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":[0.002761915,0.0002922291,0.1587169,0.003021011,0.0001840991,0.001638381,0.003426007,0.000328813,0.8275732,0.0000475893,0.000008595946,0.002001312],"study_design_scores_gemma":[0.001037026,0.0004504452,0.2958249,0.0009529979,0.0009947567,0.002075759,0.0001808093,0.00004427845,0.698305,0.000007995158,0.000001048937,0.0001249157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482295,0.000204341,0.05093252,0.00005479075,0.00008108855,0.0002237665,0.0001269801,0.00004273449,0.0001043091],"genre_scores_gemma":[0.9393631,0.01466001,0.04561349,0.00003629224,0.0001566356,0.000004276733,0.0001008837,0.00003218746,0.00003314227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371081,"threshold_uncertainty_score":0.6961838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006474376450749249,"score_gpt":0.2455728832287956,"score_spread":0.2390985067780463,"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."}}