{"id":"W4309109237","doi":"10.1053/j.gastro.2022.11.016","title":"OrganEx: A Promising Solution for Rescuing Organs After Prolonged Ischemia","year":2022,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Cardiac Ischemia and Reperfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Lunenfeld-Tanenbaum Research Institute; University Health Network","funders":"","keywords":"Medicine; Perfusion; Ischemia; Machine perfusion; Extracorporeal membrane oxygenation; Transplantation; Cardiogenic shock; Anesthesia; Extracorporeal circulation; Cardiology; Internal medicine; Liver transplantation; Myocardial infarction","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":[0.001420663,0.001065671,0.001070486,0.0005152908,0.00296115,0.003481009,0.0009719547,0.04710484,0.005212321],"category_scores_gemma":[0.006134972,0.0003817682,0.001586912,0.0003781522,0.002554211,0.002900257,0.001305918,0.03216856,0.004451443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321898,"about_ca_system_score_gemma":0.001459059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009960951,"about_ca_topic_score_gemma":0.002899562,"domain_scores_codex":[0.9991186,0.0002724602,0.0001016247,0.0001233104,0.0002202199,0.0001638008],"domain_scores_gemma":[0.9984963,0.0008849304,0.0001419203,0.000062144,0.0001474579,0.00026727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003384388,0.0001698103,0.0007787377,0.0002624506,0.00005613802,0.0231595,0.000195689,0.00027213,0.001510542,0.01496636,0.9166141,0.04167618],"study_design_scores_gemma":[0.0005052481,0.0004653751,0.0009386198,0.0004925983,0.00006874332,0.01604382,0.0003132687,0.0009635985,0.0008964589,0.03016249,0.9490743,0.00007545155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001179398,0.006651695,0.0005397882,0.9589685,0.02491102,0.00003032454,0.00003607673,0.00005418346,0.007629127],"genre_scores_gemma":[0.01237325,0.007928164,0.001286549,0.8668982,0.09114805,0.0001128356,0.00004708067,0.00003856078,0.02016737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04710484,"threshold_uncertainty_score":0.01743692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088447479276241,"score_gpt":0.2434587962000535,"score_spread":0.2325743214072911,"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."}}