{"id":"W4394959835","doi":"10.1097/tp.0000000000005037","title":"Autologous Pancreatic Islet Cell Transplantation Following Pancreatectomy for Pancreas Diseases Other Than Chronic Pancreatitis: A 15-y Study of the Milan Protocol","year":2024,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatitis; Pancreatectomy; Autotransplantation; Diabetes mellitus; Islet; Internal medicine; Acute pancreatitis; Gastroenterology; Pancreas; Transplantation; Insulin; Surgery; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002410265,0.0003682496,0.0006326637,0.0002105707,0.0001751505,0.00005957106,0.0001468777,0.0001368531,0.0001336539],"category_scores_gemma":[0.00003535954,0.0002550481,0.0004125012,0.000473282,0.00007011194,0.0002021439,0.000006338592,0.0001780409,0.00002309445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206538,"about_ca_system_score_gemma":0.0002866054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004491557,"about_ca_topic_score_gemma":0.0001132676,"domain_scores_codex":[0.9977488,0.0002109721,0.0006371174,0.0005268558,0.0004835578,0.0003926853],"domain_scores_gemma":[0.9987702,0.0004799958,0.00014786,0.0003984708,0.00007855954,0.0001248807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01355476,0.004403676,0.671434,0.05594384,0.003876079,0.0006729017,0.0250703,0.000560678,0.2131668,0.0009927823,0.001858687,0.008465461],"study_design_scores_gemma":[0.04937312,0.008575811,0.7395344,0.008618908,0.02487955,0.0003358439,0.00250893,0.00613705,0.1552311,0.001003156,0.002393294,0.001408798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462355,0.000432767,0.002113902,0.0001029844,0.0002956255,0.0483303,0.0003928396,0.0003207438,0.001775356],"genre_scores_gemma":[0.9625964,0.00006292699,0.0002441658,0.0001094804,0.0002113344,0.03580886,0.000212625,0.00007798216,0.0006761936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06810036,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341065673114906,"score_gpt":0.2814831222431227,"score_spread":0.2680724655119737,"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."}}