{"id":"W2289403488","doi":"10.2174/1381612822666151210123342","title":"Fighting Diabetes: Lessons from Xenotransplantation and Nanomedicine","year":2016,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Xenotransplantation; Islet; Transplantation; Diabetes mellitus; Biology; Insulin; Internal medicine; Medicine; Immunology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003744727,0.0004952626,0.001675225,0.0001971728,0.00009167822,0.0000327582,0.0001056592,0.0002393644,0.0009173413],"category_scores_gemma":[0.000297154,0.0003077425,0.0002497079,0.0002049421,0.0001768458,0.00008133653,0.00003521058,0.000542022,0.0003911862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051166,"about_ca_system_score_gemma":0.0002279303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.77105e-7,"about_ca_topic_score_gemma":1.493139e-8,"domain_scores_codex":[0.9976243,0.000314536,0.0006583498,0.0006096657,0.0003301439,0.0004629762],"domain_scores_gemma":[0.9968227,0.002123516,0.0001885252,0.0002576243,0.00005956512,0.0005481155],"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":[0.00003196656,0.0000884627,0.00003678184,0.01201232,0.0002564374,0.00001285084,0.00002287402,1.907018e-8,0.0001455664,0.00008825972,0.001622393,0.9856821],"study_design_scores_gemma":[0.0016044,0.0001123212,0.00002150936,0.05407795,0.004596448,0.00001337862,0.000002621149,0.000168493,0.0001780861,0.0001080683,0.9387838,0.0003329033],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002956296,0.9917838,0.005157872,0.0002818631,0.0009811198,0.001029911,0.0002068215,0.0001330405,0.0003960034],"genre_scores_gemma":[0.00008983011,0.9975415,0.0004224393,0.0002279719,0.0008919648,0.0001525331,0.0004558809,0.00005903933,0.0001588052],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9853492,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2345603920320986,"score_gpt":0.4502738995785407,"score_spread":0.2157135075464422,"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."}}