{"id":"W4409781969","doi":"10.2337/db25-0037","title":"Advances in Cell Replacement Therapies for Diabetes","year":2025,"lang":"en","type":"review","venue":"Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Diabetes Research Institute Foundation","keywords":"Diabetes mellitus; Medicine; Intensive care medicine; Endocrinology","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":[0.001672019,0.0005793176,0.0007322581,0.001077225,0.0003571616,0.001568249,0.0007064678,0.001209013,0.005600198],"category_scores_gemma":[0.001455267,0.0002378969,0.000679026,0.0008198812,0.0007496353,0.00162205,0.001044762,0.003424251,0.003167534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253612,"about_ca_system_score_gemma":0.00108275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006449103,"about_ca_topic_score_gemma":0.0008678478,"domain_scores_codex":[0.9992722,0.0001480167,0.00006121279,0.0001021512,0.0003515797,0.00006494014],"domain_scores_gemma":[0.9993043,0.0002847002,0.00006728425,0.00004940285,0.0002073968,0.00008691574],"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":[0.0002381671,0.0002225668,0.0006149518,0.005280498,0.00009850805,0.0004271668,0.0002618972,0.001013068,0.02969286,0.04973133,0.051691,0.8607281],"study_design_scores_gemma":[0.0000335055,0.0002261355,0.0004448825,0.000713108,0.00006401187,0.0007297447,0.00006312002,0.0004468956,0.006419341,0.01217208,0.9786643,0.00002293576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002691435,0.962135,0.01202166,0.007336752,0.002663959,0.00003972093,0.0001446284,0.0001154085,0.01285149],"genre_scores_gemma":[0.02324237,0.9531547,0.01104955,0.004001054,0.002219705,0.00008665148,0.0002447578,0.0000392213,0.005961885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005600198,"threshold_uncertainty_score":0.01873446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164161605640574,"score_gpt":0.3186136359163227,"score_spread":0.296972019859917,"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."}}