{"id":"W4309277383","doi":"10.3389/fphar.2022.977582","title":"Analysis of acute pancreatitis associated with SGLT-2 inhibitors and predictive factors of the death risk: Based on food and drug administration adverse event report system database","year":2022,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adverse Event Reporting System; Food and drug administration; Medicine; Acute pancreatitis; Pancreatitis; Drug; Adverse effect; Pharmacology; Adverse drug reaction; Database; Intensive care medicine; Internal medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003429737,0.0001215833,0.0004260307,0.0003342917,0.00007429365,0.000001829353,0.00005125531,0.0000266617,0.00001709228],"category_scores_gemma":[0.00002602887,0.00008740546,0.00007326074,0.0004507089,0.00008524254,0.00003966949,0.00006652729,0.0001294389,1.445702e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559121,"about_ca_system_score_gemma":0.00008222111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006180419,"about_ca_topic_score_gemma":0.00002744255,"domain_scores_codex":[0.9988216,0.0002545661,0.0002965225,0.0002489274,0.0002517424,0.0001267001],"domain_scores_gemma":[0.9992325,0.00007709866,0.0004365259,0.0001646027,0.00003762789,0.00005160746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007224974,0.0004040834,0.9894153,0.0000486823,0.006520835,0.0001294784,0.0003165303,0.0009913128,0.00007967877,0.000009155273,0.001270891,0.00009157247],"study_design_scores_gemma":[0.005154666,0.002681778,0.931348,0.00008668612,0.02681464,0.000005502704,0.002179525,0.02588723,0.005595405,0.000003539419,0.0001273661,0.0001156494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974179,0.00007376767,0.0002210425,0.0000784091,0.0003158855,0.0007949832,0.0008983344,0.00001330092,0.0001863879],"genre_scores_gemma":[0.9990239,0.000031002,0.0001367313,0.00004004231,0.000007613489,0.0001120751,0.000549129,0.000008924226,0.0000905985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05806727,"threshold_uncertainty_score":0.3564291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00693646368040624,"score_gpt":0.2486591707258362,"score_spread":0.24172270704543,"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."}}