{"id":"W2065788737","doi":"10.1097/01.tp.0000157300.53976.2a","title":"Strategic Opportunities in Clinical Islet Transplantation","year":2005,"lang":"en","type":"review","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Glycemic; Transplantation; Medicine; Insulin; Type 1 diabetes; Diabetes mellitus; Intensive care medicine; Internal medicine; 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":[0.0004966887,0.0003652004,0.001500285,0.0004327629,0.00003492444,0.00002519304,0.00007883271,0.0004791439,0.0004342844],"category_scores_gemma":[0.00001257944,0.0003075018,0.0004304976,0.0002406136,0.00007035587,0.000128793,0.000001741063,0.0005028587,0.0001972992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008068674,"about_ca_system_score_gemma":0.000476469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000245577,"about_ca_topic_score_gemma":0.0000257067,"domain_scores_codex":[0.9974676,0.000279979,0.001324433,0.0003898517,0.0002735738,0.0002646104],"domain_scores_gemma":[0.9989721,0.0003766958,0.0002449785,0.0002132277,0.00004196671,0.0001510101],"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":[0.0002111875,0.0002032744,0.00008018616,0.03300347,0.0001304068,0.0004328006,0.0001954809,0.000002359068,0.000001596748,0.0008186097,0.0001059287,0.9648147],"study_design_scores_gemma":[0.006386357,0.0005622866,0.0009587912,0.0402171,0.009640854,0.001210676,0.0002417978,0.00009815676,0.000008805806,0.0001414692,0.9396428,0.0008909141],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001733064,0.9746069,0.0001055904,0.0000735998,0.0003221379,0.0009047419,0.0001962016,0.0001146798,0.02194308],"genre_scores_gemma":[0.0004351677,0.9928072,0.0002869912,0.0002009148,0.0004052951,0.0001025574,0.00486711,0.00004726191,0.0008475085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9639238,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3053308323675781,"score_gpt":0.4274820012375078,"score_spread":0.1221511688699297,"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."}}