{"id":"W2980125788","doi":"10.1097/mpa.0000000000001396","title":"The Prevalence of Nonalcoholic Fatty Pancreas by Endoscopic Ultrasonography","year":2019,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Endoscopic ultrasonography; Ultrasonography; Pancreas; Medicine; Internal medicine; General surgery; Radiology; Gastroenterology; Endoscopy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002504119,0.0002058885,0.0004191733,0.0000568794,0.0001099365,0.000009678673,0.0001695649,0.0001106868,0.0003116366],"category_scores_gemma":[0.0001000418,0.0001351051,0.0001852299,0.0002066033,0.0002447579,0.0000606735,0.00003101434,0.000184676,0.0002643257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000320954,"about_ca_system_score_gemma":0.00008706969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002115707,"about_ca_topic_score_gemma":0.000009162217,"domain_scores_codex":[0.9986114,0.0001190874,0.000297618,0.0003305024,0.0002716832,0.0003696972],"domain_scores_gemma":[0.9985731,0.0004085846,0.0001491011,0.0006502352,0.00008123416,0.0001377663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001723454,0.0001861286,0.9777756,0.00023153,0.0002327381,0.0000146876,0.0001020828,2.234494e-7,0.01819915,0.0008161826,0.000622894,0.001646485],"study_design_scores_gemma":[0.001948961,0.0004504346,0.9651366,0.0002002248,0.000394835,0.0001218523,0.00005159515,0.000007163013,0.02533516,0.0001858499,0.006052453,0.0001148004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722893,0.009957847,0.00003486875,0.0002268474,0.0001637856,0.0006463544,0.0001047545,0.00005678444,0.01651943],"genre_scores_gemma":[0.9910104,0.003184834,0.0004293562,0.000185063,0.00005208073,0.00009358479,0.00003489047,0.00002016464,0.004989613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01872109,"threshold_uncertainty_score":0.5509424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007365039393758631,"score_gpt":0.2475887802337226,"score_spread":0.240223740839964,"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."}}