{"id":"W4410196676","doi":"10.1016/j.hpb.2025.03.082","title":"Ex vivo whipple with small bowel autotransplantation","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Autotransplantation; Ex vivo; Surgery; In vivo; Transplantation","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":[0.0004601633,0.0004741668,0.0003580007,0.0005685065,0.0003593689,0.0005477411,0.0003770444,0.0007136416,0.007547159],"category_scores_gemma":[0.0002273781,0.0002350213,0.0005388342,0.0003380026,0.0005043845,0.0007746724,0.0004916504,0.001552015,0.00154182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592569,"about_ca_system_score_gemma":0.0002329565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419425,"about_ca_topic_score_gemma":0.0005320353,"domain_scores_codex":[0.9996299,0.00006149653,0.00002117321,0.0001156313,0.00007491079,0.00009684419],"domain_scores_gemma":[0.99966,0.0001076776,0.00005119844,0.00008104901,0.00001786781,0.00008208967],"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":[0.002135783,0.0006553261,0.0003278205,0.0001004565,0.0000198842,0.0003872209,0.0001075364,0.0003177421,0.9891004,0.0006977198,0.0002437424,0.005906398],"study_design_scores_gemma":[0.0001128134,0.002412937,0.002111459,0.0000145704,0.00003553647,0.0006379668,0.0001072868,0.001218695,0.9886044,0.0002410052,0.004495434,0.000007838643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701039,0.00137586,0.01749198,0.0001954188,0.0003131405,0.0002209565,0.001024268,0.0003360965,0.008938293],"genre_scores_gemma":[0.979131,0.0005995821,0.006708345,0.0001899197,0.00006687543,0.0001823855,0.0007204649,0.0001227466,0.01227859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007547159,"threshold_uncertainty_score":0.02524781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231932872277151,"score_gpt":0.2993183408754789,"score_spread":0.2761250536477638,"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."}}