{"id":"W2128656762","doi":"10.1136/gut.46.1.93","title":"Gastric cancer and other endoscopic diagnoses in patients with benign dyspepsia","year":2000,"lang":"en","type":"article","venue":"Gut","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Endoscopy; Malignancy; Internal medicine; Helicobacter pylori; Cancer; Gastroenterology; Incidence (geometry); Dysplasia; Biopsy; Population; Medical record; Medical diagnosis; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004402897,0.0002045087,0.0002874602,0.00104355,0.0004288592,0.0004636357,0.0002984463,0.000432217,0.001843012],"category_scores_gemma":[0.003183084,0.0002816434,0.0002003868,0.001053871,0.0004120768,0.0002849281,0.0003916496,0.0004358121,0.0001982617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394282,"about_ca_system_score_gemma":0.0006931141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02593408,"about_ca_topic_score_gemma":0.03390108,"domain_scores_codex":[0.9995798,0.00006957936,0.00003240787,0.00005859962,0.0001650989,0.00009443185],"domain_scores_gemma":[0.9986498,0.0003196422,0.0005446654,0.00005884031,0.0001319146,0.0002952305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004452493,0.000007846334,0.9993017,0.000004219689,0.000004297239,0.0001173125,0.00001968229,0.000008172626,0.00004259114,0.000003037792,0.00003115505,0.0004154822],"study_design_scores_gemma":[0.000004850356,0.00005399418,0.9989318,0.000003303298,0.000007522536,0.0008186838,0.00006135639,0.00003952613,0.00001675015,0.000004736669,0.00005634246,0.000001118826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989624,0.0003504422,0.00002589341,0.00003985765,0.000007114069,0.00001060777,0.0001609404,0.000003368759,0.0004393527],"genre_scores_gemma":[0.9994755,0.0001485207,0.00006209744,0.00002550769,0.00001329692,0.000005901397,0.0002010012,8.07219e-7,0.0000673239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593408,"threshold_uncertainty_score":0.05156624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009464734877014982,"score_gpt":0.2447990158514718,"score_spread":0.2353342809744568,"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."}}