{"id":"W4381377146","doi":"10.2337/db23-96-or","title":"96-OR: Liver Fibrosis Scores in Novel Subclusters of Patients at Risk for Type 2 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Fibrosis; Gastroenterology; Medicine; Type 2 diabetes; Diabetes mellitus; Fatty liver; Liver fibrosis; Steatohepatitis; Steatosis; Hepatic fibrosis; Endocrinology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004447972,0.0004302569,0.0004119608,0.001231425,0.0006048011,0.0008584036,0.0003755139,0.0004393898,0.002609984],"category_scores_gemma":[0.001430541,0.0001982432,0.0005151385,0.000993386,0.0002964804,0.0003623174,0.0008343048,0.0005051534,0.0004280809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017451,"about_ca_system_score_gemma":0.0002516838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00484999,"about_ca_topic_score_gemma":0.004311358,"domain_scores_codex":[0.9996239,0.00007388526,0.00003881016,0.0001217123,0.00005010859,0.00009155583],"domain_scores_gemma":[0.9991448,0.0001038103,0.0003117366,0.00007397094,0.0001011454,0.0002645313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005272339,0.00002241726,0.9974653,0.000004759542,0.00003792621,0.00006998527,0.00007055408,0.00003881613,0.0005260547,0.00001317627,0.0001007095,0.001123196],"study_design_scores_gemma":[0.0000121295,0.00006436049,0.9990315,0.000003129973,0.00001864681,0.0002140494,0.0001734905,0.0002770665,0.0000777984,0.00002865717,0.00009439976,0.000004610486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993837,0.00004300152,0.00007682442,0.00001603474,0.000004076487,0.000007007699,0.0002342457,0.000003072589,0.0002321149],"genre_scores_gemma":[0.9992156,0.00001440707,0.0001264291,0.00001160922,0.000006250327,0.000007960526,0.0004334745,0.000003001624,0.0001813827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00484999,"threshold_uncertainty_score":0.009643555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835649084019196,"score_gpt":0.2672535670233668,"score_spread":0.2388970761831749,"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."}}