{"id":"W4408994711","doi":"10.3390/ijms26073191","title":"Gene Dysregulation and Islet Changes in PDAC-Associated Type 3c Diabetes","year":2025,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Lawson Foundation; Lawson Health Research Institute","keywords":"Type 2 diabetes; Islet; Gene; Diabetes mellitus; Biology; Genetics; Cancer research; Medicine; Internal medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001888688,0.0001788428,0.0002797745,0.0005603934,0.0001865014,0.0005299468,0.0001189259,0.0002176681,0.0009245812],"category_scores_gemma":[0.0002656423,0.0001045367,0.000334576,0.0008822267,0.0001957533,0.0001525834,0.0002438126,0.0003831807,0.0001770133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112529,"about_ca_system_score_gemma":0.0001316944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889668,"about_ca_topic_score_gemma":0.0006242052,"domain_scores_codex":[0.999867,0.00001466962,0.000009293524,0.0000561174,0.00003278786,0.00002021358],"domain_scores_gemma":[0.9998492,0.00003783904,0.00005320524,0.00002033375,0.00001866688,0.0000207108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001701768,0.0000707901,0.3617766,0.0004040064,0.0003008962,0.001297446,0.0003170667,0.0005750161,0.6005507,0.0002704462,0.0004051352,0.03233009],"study_design_scores_gemma":[0.00001223599,0.0001310148,0.9652665,0.00002532413,0.0001744211,0.001630905,0.0002300441,0.0008821078,0.02795811,0.0003156883,0.003361078,0.00001258253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920796,0.003119394,0.001794391,0.0000395893,0.00001522998,0.00001557592,0.00187384,0.0000621319,0.001000324],"genre_scores_gemma":[0.9935868,0.001767797,0.001671392,0.0000878853,0.00001177918,0.00004079266,0.002301871,0.00002674544,0.000505021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009245812,"threshold_uncertainty_score":0.003093064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270219278162799,"score_gpt":0.2885742098523108,"score_spread":0.2758720170706828,"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."}}