{"id":"W4413039331","doi":"10.1016/j.jcjd.2025.04.003","title":"Diabetes and Metabolic Dysfunction–associated Steatotic Liver Disease in Adults: A Clinical Practice Guideline","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Diabetes mellitus; Clinical Practice; Disease; Liver dysfunction; Fatty liver; Intensive care medicine; Internal medicine; Physical therapy; Endocrinology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002569955,0.001185634,0.002279982,0.003275507,0.00133338,0.001921036,0.001983901,0.004591304,0.003377909],"category_scores_gemma":[0.01129246,0.0006719852,0.002429319,0.00316913,0.0006239352,0.00126786,0.001552364,0.006139724,0.002039192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003603665,"about_ca_system_score_gemma":0.01180589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04447017,"about_ca_topic_score_gemma":0.09790153,"domain_scores_codex":[0.9964821,0.0007357838,0.001490379,0.000187616,0.0008943133,0.0002097262],"domain_scores_gemma":[0.9898131,0.002059531,0.001786578,0.0001419171,0.00485807,0.001340703],"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":[0.0001674522,0.0005819949,0.02886414,0.003932169,0.0005714145,0.001535849,0.000315228,0.001219537,0.000559974,0.002759003,0.7186799,0.2408134],"study_design_scores_gemma":[0.001900386,0.0004122441,0.134223,0.06008125,0.002517465,0.008196926,0.001268202,0.005188342,0.0009300172,0.008786527,0.7762086,0.0002869587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02005498,0.2743794,0.01859706,0.5296571,0.01378413,0.003975276,0.01022048,0.001362582,0.127969],"genre_scores_gemma":[0.1645344,0.416587,0.1575765,0.1767304,0.01579366,0.008013744,0.03162674,0.0003069431,0.02883059],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04447017,"threshold_uncertainty_score":0.08842266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225309063615901,"score_gpt":0.2839220365581397,"score_spread":0.2716689459219807,"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."}}