{"id":"W4391938061","doi":"10.1007/978-3-031-41943-0","title":"Pluripotent Stem Cell Therapy for Diabetes","year":2023,"lang":"en","type":"book","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Induced pluripotent stem cell; Stem-cell therapy; Diabetes mellitus; Medicine; Stem cell; Biology; Cell biology; Endocrinology; Embryonic stem cell; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001892219,0.0005183744,0.0002869547,0.0004847786,0.0003911745,0.001051178,0.0002999101,0.0005428318,0.07357774],"category_scores_gemma":[0.000408485,0.0001684271,0.0003887309,0.0004256301,0.0002668951,0.0008883072,0.0008648958,0.001875022,0.02866951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467111,"about_ca_system_score_gemma":0.0004113749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003693379,"about_ca_topic_score_gemma":0.0009583411,"domain_scores_codex":[0.9998581,0.00001750185,0.000004948407,0.00001470513,0.00009639246,0.000008248324],"domain_scores_gemma":[0.9998733,0.00005359698,0.000009665337,0.00000766088,0.00003220827,0.0000236339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002340849,0.00002649286,0.00004501003,0.0002933713,0.000006985429,0.0001607461,0.00008524826,0.0001826037,0.004713823,0.0125599,0.752683,0.2292193],"study_design_scores_gemma":[0.000005676257,0.00002565985,0.0001220951,0.0001376336,0.000003781242,0.0004016081,0.00001914024,0.0001308251,0.0005483998,0.00381029,0.9947907,0.000004254321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002110254,0.2261201,0.01733511,0.01348755,0.02328312,0.0001630683,0.0009334369,0.001408119,0.7151592],"genre_scores_gemma":[0.004949823,0.05631416,0.004085349,0.008347197,0.002128761,0.00005800939,0.0004781405,0.0001804577,0.9234582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07357774,"threshold_uncertainty_score":0.246142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020057387271415,"score_gpt":0.248870067220468,"score_spread":0.2186694933477538,"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."}}