{"id":"W3112221224","doi":"10.3390/biom10121681","title":"Beta Cell Therapies for Preventing Type 1 Diabetes: From Bench to Bedside","year":2020,"lang":"en","type":"review","venue":"Biomolecules","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Children's Hospital Research Institute of Manitoba; University of Manitoba","keywords":"Beta cell; Medicine; Disease; Autoimmunity; Type 1 diabetes; BETA (programming language); Immunology; Immunotherapy; Cell; Etiology; Diabetes mellitus; Bioinformatics; Bench to bedside; Intensive care medicine; Immune system; Internal medicine; Biology; Endocrinology; Islet","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005077934,0.0006637881,0.0008971783,0.001442299,0.0002415228,0.0009177895,0.0005942548,0.0009187712,0.00531851],"category_scores_gemma":[0.0006753348,0.0001610546,0.0004418544,0.001132955,0.0003262979,0.001320881,0.000670818,0.002041583,0.002522762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003872569,"about_ca_system_score_gemma":0.0006309755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005148305,"about_ca_topic_score_gemma":0.0009979174,"domain_scores_codex":[0.999849,0.00003607156,0.00001669034,0.00002188306,0.00005981591,0.00001657071],"domain_scores_gemma":[0.9997535,0.0001232884,0.00002647686,0.000009335764,0.00006173286,0.00002559003],"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":[0.00008004862,0.00007142229,0.00009757262,0.0116761,0.00006831515,0.0001115805,0.00005791101,0.000228709,0.001959485,0.00543134,0.03535478,0.9448627],"study_design_scores_gemma":[0.00001435127,0.0001016329,0.0003279008,0.003403237,0.00006416799,0.0004832242,0.00004915386,0.00005609742,0.0003942079,0.00270574,0.9923902,0.00001003406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001201531,0.9977684,0.0001210657,0.0004925585,0.0003561568,0.000004082361,0.00001601412,0.000009596645,0.001111945],"genre_scores_gemma":[0.000660222,0.9977475,0.0002000297,0.0003589806,0.0002364136,0.000005791529,0.00002480659,0.000002119093,0.0007641233],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00531851,"threshold_uncertainty_score":0.01779222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04797324687993032,"score_gpt":0.3237500212520292,"score_spread":0.2757767743720989,"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."}}