{"id":"W4409709015","doi":"10.1016/j.ajt.2025.04.015","title":"Islet autotransplantation in focal intraductal papillary mucinous neoplasms: Evaluating feasibility, safety, and metabolic outcomes in pancreatic resection","year":2025,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"Ministero della Salute","keywords":"Medicine; Autotransplantation; Islet; Resection; Mucinous Tumor; Surgical resection; Oncology; Pancreas; Internal medicine; Radiology; Urology; Surgery; Transplantation; Insulin","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":[0.0007948584,0.0002081576,0.0003196046,0.0003672659,0.0001825831,0.0004180357,0.0001201022,0.0001408934,0.0003651818],"category_scores_gemma":[0.001342981,0.00007633266,0.0002763449,0.0002841236,0.0003347468,0.0003946191,0.000353557,0.0002283177,0.00008326546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658163,"about_ca_system_score_gemma":0.0002275754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701931,"about_ca_topic_score_gemma":0.0004634722,"domain_scores_codex":[0.9998232,0.00006043224,0.00002212895,0.00002461005,0.00003424338,0.0000354428],"domain_scores_gemma":[0.9991683,0.0002577243,0.0002645655,0.00006512297,0.00005637095,0.0001879948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003955412,0.0004789951,0.9601371,0.00004516917,0.00007611572,0.00127981,0.0001618729,0.0005422831,0.00612965,0.00003318375,0.00004199122,0.0271185],"study_design_scores_gemma":[0.0001289894,0.01424071,0.9733573,0.00001659729,0.0001626681,0.00518687,0.0005108513,0.001605963,0.004471549,0.00008407587,0.0002188452,0.00001561757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996614,0.0001203915,0.0001003164,0.0000036791,8.828737e-7,0.000005276274,0.000007679334,0.000001489411,0.0000988916],"genre_scores_gemma":[0.999779,0.00006375298,0.0000915139,0.000005163634,0.0000034249,0.000004956394,0.00003318782,7.407263e-7,0.00001823817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007948584,"threshold_uncertainty_score":0.004203677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568699539979559,"score_gpt":0.316963371834257,"score_spread":0.3012763764344615,"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."}}