{"id":"W4415297108","doi":"10.3390/cimb47100854","title":"Pathophysiological Links Between Stroke and Prediabetes: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Current Issues in Molecular Biology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Prediabetes; Biomarker; Stroke (engine); Diabetes mellitus; Type 2 diabetes; Web of science; Pathophysiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005618365,0.0006819889,0.006261314,0.0003807453,0.00002316232,0.00001278555,0.0004360009,0.0008680926,0.00002560946],"category_scores_gemma":[0.001534369,0.0004694371,0.0005936102,0.0003877856,0.0001811293,0.00001439935,0.000724856,0.001352143,0.00005058503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302043,"about_ca_system_score_gemma":0.0001239158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001279824,"about_ca_topic_score_gemma":7.201069e-8,"domain_scores_codex":[0.9961356,0.0008350396,0.001432062,0.0009405341,0.0001779438,0.0004788435],"domain_scores_gemma":[0.9980007,0.0004097507,0.0004671607,0.0009338055,0.00006215926,0.0001264184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001373171,0.00004744709,0.00003413936,0.8319661,0.000341176,0.00004125889,0.000005735508,6.111435e-9,0.000004825615,0.00006775411,0.001556118,0.165934],"study_design_scores_gemma":[0.0001740132,0.0001316975,0.000001897131,0.5699419,0.005357871,0.000008411306,0.000002544484,0.000001006385,0.00000246439,0.00002743701,0.4241209,0.0002298826],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008320955,0.9925354,0.0004820235,0.0001301155,0.0002731546,0.005871068,0.0001519221,0.00006553331,0.0004824209],"genre_scores_gemma":[0.000004460078,0.9959898,0.0006567356,0.0002988439,0.0001580704,0.001217405,0.001172895,0.00003446191,0.0004673293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4225647,"threshold_uncertainty_score":0.9997757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318400466953357,"score_gpt":0.3978383605278982,"score_spread":0.3659983138325625,"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."}}