{"id":"W4312019809","doi":"10.1210/endocr/bqac211","title":"β-Cell Stress Pathways in Diabetes: Potential Targets for Therapy?","year":2022,"lang":"en","type":"letter","venue":"Endocrinology","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Library science; Diabetes mellitus; Medicine; Internal medicine; Family medicine; Endocrinology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001010949,0.0007951804,0.001854995,0.001757353,0.0007240991,0.003642872,0.00104996,0.002709848,0.09018215],"category_scores_gemma":[0.002481575,0.0003057358,0.0008349196,0.00146587,0.001068856,0.003382636,0.002123373,0.003850239,0.03383922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009672591,"about_ca_system_score_gemma":0.002209409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188647,"about_ca_topic_score_gemma":0.00332336,"domain_scores_codex":[0.9994326,0.0001393993,0.00005219228,0.00004979962,0.0002111207,0.0001148478],"domain_scores_gemma":[0.9981019,0.0003519485,0.0001838944,0.00009279034,0.0007166191,0.0005528187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006543815,0.0002748575,0.0006867608,0.005052868,0.00008744617,0.0003774735,0.0001487395,0.0001593795,0.0024896,0.005336966,0.5051599,0.4795716],"study_design_scores_gemma":[0.0001952992,0.0003229504,0.001369775,0.003969361,0.0000999096,0.000657344,0.0004689824,0.0001251953,0.001043531,0.008891998,0.9828172,0.00003848972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002132309,0.8285527,0.001506402,0.106919,0.01831374,0.000115696,0.001542884,0.0006225212,0.04029481],"genre_scores_gemma":[0.01313927,0.8963539,0.001976731,0.01835714,0.0156546,0.0001264525,0.001264197,0.0001706681,0.05295705],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09018215,"threshold_uncertainty_score":0.3016894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267307911418164,"score_gpt":0.2445857320602961,"score_spread":0.2219126529461145,"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."}}