{"id":"W4283170174","doi":"10.1136/gutjnl-2022-327504","title":"Hepatic events associated with sodium-glucose cotransporter-2 inhibitors in patients with type 2 diabetes: a nationwide cohort study","year":2022,"lang":"en","type":"letter","venue":"Gut","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Type 2 diabetes; Medicine; Cohort; Cotransporter; Diabetes mellitus; Internal medicine; Cohort study; Sodium; Dapagliflozin; Endocrinology; Gastroenterology; Pharmacology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005691506,0.0002517483,0.0005799884,0.0004722387,0.0007801332,0.0009500301,0.000408561,0.001659055,0.001738392],"category_scores_gemma":[0.002641175,0.0005659159,0.0008571119,0.001669585,0.0002511473,0.0006844416,0.0004520534,0.001566138,0.0004075463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006396287,"about_ca_system_score_gemma":0.0008704421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01705233,"about_ca_topic_score_gemma":0.03014372,"domain_scores_codex":[0.9993887,0.0001783126,0.00009194303,0.0001153304,0.00009117673,0.0001345414],"domain_scores_gemma":[0.9979809,0.0003430616,0.0006611233,0.0002573874,0.0003103729,0.0004472362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002156802,0.00004878184,0.9948298,0.00001011803,0.0001260287,0.0007532621,0.00003219311,0.00002333275,0.0001280729,0.00002898174,0.002677039,0.001126816],"study_design_scores_gemma":[0.00006782585,0.00007502569,0.996739,0.00001817455,0.000140666,0.00149289,0.0002144067,0.0002502596,0.00003751112,0.00007758664,0.0008702508,0.00001655438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817301,0.001143538,0.0002164477,0.008836471,0.0003864744,0.00003327184,0.004241227,0.00002468155,0.003387747],"genre_scores_gemma":[0.9904835,0.0007491303,0.000228438,0.004745503,0.0006687073,0.00004433456,0.001702748,0.00000792183,0.001369719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01705233,"threshold_uncertainty_score":0.03390616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007184213668092721,"score_gpt":0.2139400132573626,"score_spread":0.2067557995892699,"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."}}