{"id":"W4237186957","doi":"10.1097/00007890-200407271-00928","title":"THE STANDARDIZATION OF PANCREATIC DONORS FOR ISLET ISOLATIONS","year":2004,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Islet; Pancreas; Body mass index; Diabetes mellitus; Transplantation; Organ procurement; Internal medicine; Amylase; Endocrinology; Biology","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":[0.04099176,0.0005946117,0.0006632974,0.00333555,0.0005976047,0.002388527,0.001073847,0.0005603067,0.001499633],"category_scores_gemma":[0.03262244,0.000217593,0.0006159008,0.003123965,0.001176575,0.001699788,0.002899024,0.001264029,0.001350587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007809269,"about_ca_system_score_gemma":0.002350808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004056556,"about_ca_topic_score_gemma":0.0002434758,"domain_scores_codex":[0.974272,0.01149682,0.006172174,0.001227681,0.006221647,0.000609793],"domain_scores_gemma":[0.9683484,0.006059402,0.00969104,0.005025798,0.009507125,0.001368187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001387284,0.000260565,0.4240304,0.001558878,0.0001421196,0.0006565381,0.001118107,0.001442116,0.005344799,0.003476815,0.008336925,0.5522454],"study_design_scores_gemma":[0.0002767473,0.003327754,0.7953209,0.004298416,0.0005805945,0.0118469,0.004213955,0.005514022,0.02160674,0.01010573,0.1427444,0.0001639589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7140307,0.05869946,0.1791648,0.005473305,0.002562031,0.003916458,0.00323099,0.0006072866,0.032315],"genre_scores_gemma":[0.8796087,0.01320157,0.09795067,0.0008807405,0.0008384031,0.001997241,0.003683416,0.0002146071,0.001624681],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04099176,"threshold_uncertainty_score":0.2167877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237914234665092,"score_gpt":0.2666151048586918,"score_spread":0.2542359625120408,"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."}}