{"id":"W6889144964","doi":"10.25417/uic.22730516","title":"The future treatment for type 1 diabetes: Pig islet- or stem cell-derived β cells?","year":2023,"lang":"en","type":"article","venue":"University of Illinois Chicago","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Xenotransplantation; Allotransplantation; Induced pluripotent stem cell; Islet; Stem cell; Transplantation; Economic shortage; Type 1 diabetes","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001494112,0.0004371646,0.0007613081,0.0003779549,0.000254777,0.001442779,0.000672612,0.001854389,0.007692531],"category_scores_gemma":[0.0009640161,0.000143066,0.0006754227,0.0003145213,0.001178406,0.002933674,0.0007378496,0.003736249,0.002437319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080324,"about_ca_system_score_gemma":0.0005874903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003419883,"about_ca_topic_score_gemma":0.0006183797,"domain_scores_codex":[0.9996568,0.0001168244,0.00001740748,0.00006596812,0.00009353097,0.00004945795],"domain_scores_gemma":[0.9996742,0.0001298532,0.00004157924,0.00002618364,0.00006695831,0.00006119749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001189228,0.0006068749,0.001562048,0.004291647,0.0001613969,0.001021554,0.0004087317,0.0005100102,0.04446727,0.04986098,0.1379149,0.7580054],"study_design_scores_gemma":[0.0001388785,0.001364389,0.001202858,0.002000438,0.0001625495,0.001929149,0.0004292767,0.0004719946,0.007272096,0.0241671,0.9607993,0.00006205491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01318687,0.8186592,0.0164203,0.1208583,0.01451967,0.00008772591,0.000333905,0.0002467204,0.01568733],"genre_scores_gemma":[0.06689922,0.8152003,0.01854322,0.07486087,0.006958802,0.0001808406,0.0006528985,0.0001479164,0.0165559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007692531,"threshold_uncertainty_score":0.02573413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588592876941764,"score_gpt":0.2314258759140956,"score_spread":0.2055399471446779,"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."}}