{"id":"W4411189864","doi":"10.1093/stmcls/sxaf036","title":"Contribution of cytokeratin 19-expressing cells towards islet regeneration induced by multipotent stromal cell secreted proteins","year":2025,"lang":"en","type":"article","venue":"Stem Cells","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"Biology; Cytokeratin; Regeneration (biology); Cell biology; Stromal cell; Multipotent Stem Cell; Islet; Stem cell; Immunology; Cancer research; Progenitor cell; Endocrinology; Immunohistochemistry; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002759302,0.0002077352,0.0004404472,0.0001313573,0.0001129115,0.00003657787,0.00006985651,0.0001973944,0.000108018],"category_scores_gemma":[0.00004738446,0.0001848668,0.0001127519,0.0002447059,0.00004368209,0.00008464586,0.00003637049,0.0001832819,0.00002047229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517853,"about_ca_system_score_gemma":0.0002553715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001118799,"about_ca_topic_score_gemma":0.000001566188,"domain_scores_codex":[0.9984162,0.0001525567,0.000522354,0.0003190629,0.0003155665,0.0002741955],"domain_scores_gemma":[0.9989684,0.00007044767,0.0002258287,0.0003155267,0.0002845747,0.0001351935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001935949,0.0001948292,0.0002091004,0.0002221587,0.00005030169,0.000002698256,0.0001259078,0.00006009063,0.9915583,0.00005099327,0.005972238,0.001359771],"study_design_scores_gemma":[0.003493219,0.0003365155,0.0002233444,0.0002430752,0.0001258245,7.798752e-7,0.0001784305,0.004161821,0.9884458,0.00001027802,0.002641852,0.0001390593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984843,0.0004394744,0.008406787,0.0003595531,0.0004364488,0.001341988,0.00009886903,0.00008481536,0.003989069],"genre_scores_gemma":[0.9940291,0.00001983564,0.001119324,0.0003605472,0.00008881135,0.00006922709,0.0001828227,0.00001608165,0.004114223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009186132,"threshold_uncertainty_score":0.753865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012773046320624,"score_gpt":0.2424830346658023,"score_spread":0.2297099883451783,"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."}}