{"id":"W4405166252","doi":"10.1097/tp.0000000000005282","title":"Refining Ex Situ Normothermic Machine Perfusion: Balancing Inflammation and Repair in Liver Transplantation","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Medicine; Reperfusion injury; Liver transplantation; Population; Inflammation; Transplantation; Machine perfusion; Ischemia; Immunology; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047735,0.0005057583,0.0005100673,0.0004252191,0.0002966122,0.001324089,0.0007792992,0.0007578975,0.001685531],"category_scores_gemma":[0.0007554906,0.0001686614,0.0003613404,0.0002821427,0.0006919542,0.001572038,0.0008152149,0.001072142,0.000371569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286965,"about_ca_system_score_gemma":0.0006911297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002094029,"about_ca_topic_score_gemma":0.0003153073,"domain_scores_codex":[0.9996506,0.0001147169,0.00002120898,0.00005823612,0.0001131205,0.00004213024],"domain_scores_gemma":[0.9998001,0.00005709306,0.00004978672,0.00001520284,0.00004028984,0.0000375146],"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":[0.001272459,0.0009615557,0.003297067,0.005261595,0.0001496593,0.0005723637,0.0003362305,0.01821617,0.4829355,0.01498849,0.005438028,0.4665708],"study_design_scores_gemma":[0.0005529884,0.01419201,0.01445225,0.002406851,0.000701671,0.003869993,0.0008280077,0.11711,0.5638556,0.03727184,0.2444514,0.0003073415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2861711,0.347648,0.3364858,0.009100026,0.002592353,0.0004546331,0.0002003917,0.001064372,0.01628329],"genre_scores_gemma":[0.8484702,0.08527692,0.05923757,0.002212841,0.001455735,0.0003704076,0.0002139842,0.0001147449,0.002647711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001685531,"threshold_uncertainty_score":0.005638659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009535456372433056,"score_gpt":0.2573912151728571,"score_spread":0.2478557588004241,"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."}}