{"id":"W2019646023","doi":"10.1155/2011/594851","title":"Improving Islet Engraftment by Gene Therapy","year":2011,"lang":"en","type":"article","venue":"Journal of Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Islet; Medicine; Apoptosis; Gene silencing; Transplantation; Hypoxia (environmental); Revascularization; Diabetes mellitus; Cancer research; Bioinformatics; Gene; Immunology; Internal medicine; Endocrinology; Biology; Myocardial infarction; Genetics","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":[0.0001469126,0.00005703769,0.000129771,0.00006744899,0.00002151965,0.000005178141,0.00002611844,0.00003197575,0.0002183757],"category_scores_gemma":[0.000008691505,0.00004040404,0.00006879376,0.00004268384,0.00001112046,0.0000917022,5.569181e-7,0.00007677961,0.000006894012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067237,"about_ca_system_score_gemma":0.00003435069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001729664,"about_ca_topic_score_gemma":2.094088e-7,"domain_scores_codex":[0.9994812,0.00001978471,0.0002240871,0.00004670749,0.000154967,0.00007324015],"domain_scores_gemma":[0.9996562,0.00002258456,0.0001347336,0.00004514475,0.00007393736,0.00006741879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001253544,0.0002109092,0.005978904,0.0000515204,0.0001229699,0.00005877885,0.001507121,0.000001144271,0.9741505,0.00002057557,0.001031552,0.01561251],"study_design_scores_gemma":[0.00381147,0.0009895192,0.02163603,0.00005786609,0.0001846042,0.0003232016,0.00009507944,0.0000428968,0.971817,0.00005522757,0.0009293049,0.00005785145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889666,0.0007674172,0.008443275,0.0001198139,0.0001838485,0.00007486355,0.000006091506,0.000009225935,0.001428806],"genre_scores_gemma":[0.9930206,0.001609844,0.004650695,0.0004634609,0.0001059954,0.000001683483,0.0000135106,0.000007157023,0.0001270794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01565713,"threshold_uncertainty_score":0.2391061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445630984817071,"score_gpt":0.2384051257845617,"score_spread":0.213948815936391,"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."}}