{"id":"W4249482195","doi":"10.1016/b978-0-12-809880-6.00056-4","title":"Islet Cell Transplantation","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Islet cell transplantation; Transplantation; Glycemic; Medicine; Diabetes mellitus; Insulin; Intensive care medicine; Bioinformatics; Immunology; Internal medicine; 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":[0.0002432584,0.0008375978,0.0004146259,0.001045511,0.0004246418,0.001418565,0.0004422948,0.0008563705,0.1307494],"category_scores_gemma":[0.0002612847,0.00020633,0.0003949606,0.0005910821,0.0004607159,0.001034209,0.00119024,0.002081423,0.0819568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191689,"about_ca_system_score_gemma":0.0003476498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003666771,"about_ca_topic_score_gemma":0.001025753,"domain_scores_codex":[0.99991,0.0000110185,0.00000426879,0.00001986065,0.00004362703,0.00001115299],"domain_scores_gemma":[0.9999361,0.00001778875,0.000003957302,0.00001081074,0.0000126117,0.00001870639],"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":[0.00004337432,0.00009619573,0.0001483987,0.0002375148,0.00001011656,0.0003588863,0.00007183513,0.0001820868,0.003581369,0.01387783,0.2323285,0.7490639],"study_design_scores_gemma":[0.000007296544,0.0000214131,0.0002887597,0.0001918943,0.000004608412,0.0008440112,0.00002475721,0.0001018989,0.000673348,0.004905197,0.9929318,0.000004974093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001472968,0.04526892,0.005056582,0.001870103,0.005011219,0.00004392093,0.000175973,0.0004772385,0.940623],"genre_scores_gemma":[0.003989126,0.02048352,0.00179251,0.001028883,0.001135507,0.0000340326,0.0002115842,0.0001186652,0.9712062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1307494,"threshold_uncertainty_score":0.4374005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499530623963379,"score_gpt":0.2343666152612644,"score_spread":0.2193713090216306,"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."}}