{"id":"W4409129725","doi":"10.1002/j.2040-4603.2020.tb00139.x","title":"Current State and Evidence of Cellular Encapsulation Strategies in Type 1 Diabetes","year":2020,"lang":"en","type":"article","venue":"Comprehensive physiology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Type 2 diabetes; Encapsulation (networking); Type 1 diabetes; Chemistry; Diabetes mellitus; Medicine; Endocrinology; Computer science; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.00002147602,0.00008002891,0.0002910604,0.00004286351,0.0000108272,0.000003214423,0.0000278851,0.00002318475,0.00004499015],"category_scores_gemma":[0.0001290256,0.00006866079,0.00002262,0.0001429761,0.0001027651,0.00006448112,0.00003381875,0.00008765286,0.00001896338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000734992,"about_ca_system_score_gemma":0.00005281926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004943202,"about_ca_topic_score_gemma":2.65609e-7,"domain_scores_codex":[0.9994367,0.00005956659,0.0001692338,0.0001673149,0.00005688767,0.0001103462],"domain_scores_gemma":[0.9994708,0.0001845327,0.0000633866,0.00008852471,0.0001336431,0.00005912452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00016313,0.00002413069,0.01427718,0.0004585937,0.00001514589,9.133166e-7,0.0003765651,0.0001142236,0.9822637,0.0000927647,0.00009274531,0.002120884],"study_design_scores_gemma":[0.0007810463,0.0008584309,0.9157156,0.0003304959,0.00003441664,3.757401e-7,0.0002486794,0.006660932,0.07311961,0.001708862,0.0004420883,0.00009946703],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832422,0.01617838,0.00005182377,0.0002428161,0.00009742563,0.0001386841,0.000001158588,0.00001219792,0.0000352837],"genre_scores_gemma":[0.9988331,0.0006758821,0.00007976679,0.0003490424,0.00004131237,0.000003901972,0.000009006193,0.000004669856,0.000003338164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9091441,"threshold_uncertainty_score":0.2799906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211636629776449,"score_gpt":0.3064438416645225,"score_spread":0.244327475366758,"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."}}