{"id":"W4411227062","doi":"10.1097/01.tp.0001122996.69914.1d","title":"05-1: NO BLOOD? NO PROBLEM: BLOOD-FREE PERFUSION HUMAN AND PORCINE PANCREASES – A FEASIBILITY STUDY","year":2025,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Perfusion; Medicine; Cardiology; Intensive care 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":[0.001779139,0.0005094912,0.0003564418,0.0004812628,0.0003070409,0.0009291963,0.0006594201,0.0008680132,0.003320549],"category_scores_gemma":[0.000944611,0.0001963121,0.0005647563,0.0002690581,0.0007545736,0.0007533134,0.0006187426,0.0007397453,0.0007744587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266638,"about_ca_system_score_gemma":0.0003479416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241649,"about_ca_topic_score_gemma":0.0002016292,"domain_scores_codex":[0.9992771,0.0002392913,0.00004206164,0.0001694529,0.0001730758,0.00009904212],"domain_scores_gemma":[0.9993395,0.0001837053,0.0001122705,0.000138609,0.00008039763,0.0001454527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01540009,0.00980847,0.03179657,0.001199844,0.0001795047,0.009272305,0.0008214513,0.001498332,0.8643878,0.001216849,0.001386257,0.06303261],"study_design_scores_gemma":[0.001904445,0.2399344,0.08119064,0.0005474297,0.000688743,0.04734967,0.002533088,0.0097804,0.5881845,0.001523175,0.02617546,0.0001881224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882572,0.001406213,0.007750608,0.0001408282,0.00007444568,0.0003634095,0.0001264212,0.00004257402,0.001838351],"genre_scores_gemma":[0.9829044,0.001688221,0.01240006,0.0003439846,0.00007685793,0.0004693661,0.0007534992,0.00004137761,0.001322297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003320549,"threshold_uncertainty_score":0.01110834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418103488998165,"score_gpt":0.2871688297394574,"score_spread":0.2729877948494758,"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."}}