{"id":"W3047432284","doi":"10.35772/ghm.2020.01057","title":"Pancreatic islet transplantation: toward definitive treatment for diabetes mellitus","year":2020,"lang":"en","type":"review","venue":"Global Health & Medicine","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Global Health and Medicine","keywords":"Transplantation; Medicine; Diabetes mellitus; Islet; Type 1 diabetes; Clinical trial; Islet cell transplantation; Glycemic; Internal medicine; Intensive care medicine; Endocrinology","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":[0.000360069,0.0008709308,0.005590745,0.000151378,0.0001587694,0.00001334999,0.0001385603,0.0003321842,0.0002796004],"category_scores_gemma":[0.0003960701,0.0005705669,0.0006916982,0.0006657119,0.00019642,0.00004216017,0.00001094847,0.0002503709,0.0001988028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714108,"about_ca_system_score_gemma":0.002449216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000179046,"about_ca_topic_score_gemma":0.000007039449,"domain_scores_codex":[0.9960355,0.0002486379,0.001487598,0.0008442347,0.0005068676,0.000877214],"domain_scores_gemma":[0.9967924,0.0009231377,0.0005924099,0.0004209302,0.0001537415,0.00111743],"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":[0.0001806259,0.0001386688,0.00004326658,0.06790468,0.0007850443,0.00005820758,0.0003617102,6.328255e-8,1.394575e-7,0.0007046354,0.0110859,0.9187371],"study_design_scores_gemma":[0.0047224,0.005931735,0.00003562836,0.03380711,0.007510733,0.0001428831,0.0001293184,0.00001491287,0.000001559466,0.00014785,0.9472335,0.0003223921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001599294,0.978393,0.0004520309,0.008892126,0.0009015663,0.004633423,0.001788022,0.0002209515,0.004702893],"genre_scores_gemma":[0.00004985759,0.9827778,0.0008376318,0.007819179,0.001881082,0.001116783,0.005211665,0.00006730183,0.000238693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9361476,"threshold_uncertainty_score":0.9996746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09729721078379298,"score_gpt":0.4079999957335417,"score_spread":0.3107027849497487,"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."}}