{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001051103,0.0003927517,0.001520124,0.0001413749,0.00006123948,0.00004762824,0.0001712899,0.0001822821,0.0002086233],"category_scores_gemma":[0.000269798,0.0002995514,0.0005136427,0.0003520453,0.00004027333,0.00002415748,0.00007577548,0.0001337654,0.0003729508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005604253,"about_ca_system_score_gemma":0.0002454816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001705241,"about_ca_topic_score_gemma":0.000001648101,"domain_scores_codex":[0.9984428,0.00006810881,0.0004618632,0.000513164,0.0001896113,0.0003244157],"domain_scores_gemma":[0.9987365,0.000370552,0.000190489,0.0003697379,0.00008596283,0.0002467675],"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":[0.00002241892,0.0001034178,0.00005991251,0.01094155,0.0007358944,0.00001227405,0.0001228312,3.157782e-8,0.001589015,0.00004822536,0.01650645,0.969858],"study_design_scores_gemma":[0.0003460585,0.0003349261,0.00001260442,0.005291761,0.001902113,0.000001069297,0.00004060531,0.000005480285,0.00165123,0.0000419161,0.9900821,0.0002900696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003636821,0.9957483,0.0001672832,0.0003534379,0.0003887622,0.001492826,0.0002405507,0.0001103849,0.00113481],"genre_scores_gemma":[0.00007512194,0.9884157,0.007303046,0.00104409,0.0006489743,0.0002645834,0.001027229,0.0001046343,0.001116614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9735757,"threshold_uncertainty_score":0.9999456,"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."}}