{"id":"W2136874709","doi":"10.2174/157339910793360897","title":"Gene Therapy to Improve Pancreatic Islet Transplantation for Type 1 Diabetes Mellitus","year":2010,"lang":"en","type":"review","venue":"Current Diabetes Reviews","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genetic enhancement; Transplantation; Medicine; Islet; Viral vector; Pancreatic islets; Immunology; Cancer research; Diabetes mellitus; Biology; Internal medicine; Endocrinology; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002913998,0.000369553,0.0002953319,0.0004476746,0.0001370049,0.0005048523,0.0001746429,0.0003394069,0.002038449],"category_scores_gemma":[0.0002446015,0.00007532567,0.0003621771,0.0003503125,0.0002565457,0.0003867124,0.0002708559,0.0008922367,0.0005109464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161405,"about_ca_system_score_gemma":0.0002925796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625856,"about_ca_topic_score_gemma":0.0003104974,"domain_scores_codex":[0.9998724,0.00002001002,0.000009704221,0.0000262032,0.00005208833,0.00001957284],"domain_scores_gemma":[0.9999256,0.00001592387,0.00002300085,0.000006390536,0.00001604913,0.00001297211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003501265,0.0005543648,0.0008040715,0.001273737,0.00006568273,0.0003947874,0.0001662696,0.001284601,0.8082274,0.006402256,0.003036775,0.1774398],"study_design_scores_gemma":[0.0003964161,0.004906454,0.007982236,0.0005562737,0.0004852896,0.003353685,0.0001702957,0.004057616,0.7065743,0.00530215,0.2661526,0.00006276889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.503845,0.3384046,0.1086103,0.004578626,0.004517031,0.0006882623,0.0008892988,0.001201409,0.03726555],"genre_scores_gemma":[0.7235866,0.2159541,0.04053016,0.001768754,0.0007457443,0.0003450348,0.0008200755,0.0002094188,0.01604006],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002038449,"threshold_uncertainty_score":0.006819308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002287132883027,"score_gpt":0.3819235911452206,"score_spread":0.2816948778569179,"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."}}