{"id":"W3006460301","doi":"10.3389/fvets.2020.00004","title":"Insulin-Producing Cell Transplantation Platform for Veterinary Practice","year":2020,"lang":"en","type":"review","venue":"Frontiers in Veterinary Science","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Veterinary Science, Chulalongkorn University; Chulalongkorn University","keywords":"Medicine; Transplantation; Insulin; Type 1 diabetes; Diabetes mellitus; Stem cell; Adipose tissue; Intensive care medicine; Regenerative medicine; Pancreas transplantation; Bioinformatics; Veterinary medicine; Internal medicine; Endocrinology; Biology; Kidney transplantation","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"],"consensus_categories":[],"category_scores_codex":[0.0009465367,0.0003942961,0.001329616,0.0007946155,0.0001789159,0.00006671278,0.0003799454,0.0001858844,0.00001369962],"category_scores_gemma":[0.000871001,0.0003487172,0.0002519487,0.001544332,0.0002747957,0.0007240854,0.00007343975,0.0004152335,0.00002971498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273741,"about_ca_system_score_gemma":0.001345046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006305251,"about_ca_topic_score_gemma":3.186549e-8,"domain_scores_codex":[0.9973668,0.00007437455,0.0006558579,0.0009522784,0.0004491768,0.0005014807],"domain_scores_gemma":[0.9985515,0.0003027451,0.0003322705,0.0004508295,0.0001059606,0.0002566966],"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":[0.0009309565,0.0001521236,0.000008648363,0.02981894,0.00004248221,0.0005847567,0.0006312632,0.00000250617,0.0003293817,0.00001746482,0.001548605,0.9659328],"study_design_scores_gemma":[0.0008791341,0.003349116,0.0000282497,0.005183424,0.0005458108,0.0009847725,0.0002460037,0.0003483441,0.00002837521,0.00001880064,0.9880396,0.0003484442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001115094,0.9867212,0.003607073,0.00009283187,0.002753048,0.001868932,0.00006637124,0.00008660617,0.003688869],"genre_scores_gemma":[0.0002357274,0.9200552,0.07852934,0.0002833779,0.0002308972,0.0001928987,0.0001249999,0.00004398152,0.0003035364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864909,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07447984264963389,"score_gpt":0.3514053674842373,"score_spread":0.2769255248346034,"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."}}