{"id":"W2043625403","doi":"10.1016/j.transproceed.2010.04.021","title":"Islet Transplantation: Lessons Learned Since the Edmonton Breakthrough","year":2010,"lang":"en","type":"review","venue":"Transplantation Proceedings","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transplantation; Milestone; Islet; Medicine; Intensive care medicine; Protocol (science); Surgery; Insulin; Internal medicine; History; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004143404,0.0006165915,0.001401152,0.0002257316,0.000322059,0.0001333585,0.0002814398,0.0006350362,0.0003207669],"category_scores_gemma":[0.00006282814,0.0004030531,0.0005466227,0.0006162032,0.0002110417,0.0002805792,0.000007937782,0.001189242,0.0003224397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007484154,"about_ca_system_score_gemma":0.0003482492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003439546,"about_ca_topic_score_gemma":0.000007306133,"domain_scores_codex":[0.9974378,0.00004022025,0.0008255118,0.0006666217,0.0005834944,0.000446337],"domain_scores_gemma":[0.9985612,0.0003360487,0.0004098321,0.0002636686,0.0002327852,0.0001964878],"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":[0.0004056304,0.0002340952,0.00003757898,0.08899345,0.0004992423,0.00009666131,0.003414764,3.533864e-7,0.000665602,0.01380922,0.002992887,0.8888505],"study_design_scores_gemma":[0.001252459,0.0001318684,0.0001010053,0.009656517,0.006559884,0.001516147,0.0001001968,0.000008755018,0.0003290283,0.0001574551,0.979737,0.000449714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003768289,0.9569696,0.0002402693,0.004172544,0.0005574568,0.002018946,0.0002908263,0.0004181481,0.03495533],"genre_scores_gemma":[0.0003942942,0.993939,0.0004710821,0.0006048203,0.000578774,0.0003409215,0.001043431,0.000101154,0.002526568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9767441,"threshold_uncertainty_score":0.9998421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07401234645054168,"score_gpt":0.3570862013179722,"score_spread":0.2830738548674305,"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."}}