{"id":"W4412392302","doi":"10.1016/j.lpm.2025.104302","title":"Pancreatic islet organoids and organoids on-chip for type 1 diabetes","year":2025,"lang":"en","type":"article","venue":"La Presse Médicale","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Agriculture and Natural Resources, University of California; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Canadian Electricity Association; Servier; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; Agence Nationale de la Recherche","keywords":"Organoid; Islet; Biology; Stem cell; Pancreatic islets; Regenerative medicine; Cell biology; Induced pluripotent stem cell; Cell type; Cell; Diabetes mellitus; Embryonic stem cell; Endocrinology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001822296,0.0001607445,0.0003686588,0.0001036616,0.0000970113,0.0000370654,0.00006877854,0.000145099,0.0004518419],"category_scores_gemma":[0.001252919,0.0001272678,0.00005398759,0.0002367359,0.0001399457,0.0000371128,0.00004516659,0.0001468249,0.00004414538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002053191,"about_ca_system_score_gemma":0.00009671126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004098719,"about_ca_topic_score_gemma":2.951362e-7,"domain_scores_codex":[0.9990731,0.00005015098,0.0001946571,0.0002857489,0.0001400232,0.0002562986],"domain_scores_gemma":[0.9985877,0.0008358181,0.00003453039,0.0003090946,0.00008479621,0.0001481194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001260334,0.001298008,0.3462203,0.002812424,0.0009888364,0.00002430323,0.0004763511,0.000005272544,0.2583275,0.02585045,0.3413237,0.02141261],"study_design_scores_gemma":[0.01094615,0.001877789,0.1208109,0.00146828,0.001537385,0.00001078507,0.0002403303,0.002170992,0.3370212,0.00837193,0.5148971,0.0006472111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554709,0.001892341,0.0002037517,0.002114879,0.0002300378,0.000470963,0.00001720299,0.0001437082,0.03945624],"genre_scores_gemma":[0.9632795,0.0001711715,0.001115238,0.004930872,0.0001715991,0.00009466694,0.00004475422,0.00003006675,0.03016211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2254094,"threshold_uncertainty_score":0.5189829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598110092833895,"score_gpt":0.2790943239632774,"score_spread":0.2631132230349384,"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."}}