{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002055187,0.00006068953,0.00009880433,0.00005517663,0.00002045561,0.000006733769,0.00001472909,0.00002629436,0.0004208401],"category_scores_gemma":[0.000007432571,0.00004609382,0.000008651452,0.0001469125,0.00001978012,0.00002942285,0.000004122373,0.00006888041,0.00001011441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004276422,"about_ca_system_score_gemma":0.00002302699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240507,"about_ca_topic_score_gemma":0.0008042197,"domain_scores_codex":[0.999594,0.00000861798,0.00006520439,0.0001275468,0.00009551319,0.0001091384],"domain_scores_gemma":[0.9998428,0.00001477022,0.00001445745,0.00007152809,0.00001320165,0.00004328827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008959323,0.00003706794,0.8952739,0.000009500113,0.000008290433,0.000003388449,0.0001031182,0.00001264836,0.00001301021,0.000001481876,0.0001106447,0.103531],"study_design_scores_gemma":[0.002079274,0.001198827,0.9924206,0.00009418413,0.00001707876,0.000002589462,0.00001064856,0.00002648858,0.0001244369,0.000006095371,0.003973631,0.00004618933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966891,0.0003772768,0.000006022733,0.00007033838,0.00003152638,0.0001627139,0.000004576977,0.0000252003,0.002633254],"genre_scores_gemma":[0.9988831,0.00004470672,0.0001551082,0.0002372636,0.00005268829,0.0000358866,0.000001852941,0.000009043018,0.0005803407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034848,"threshold_uncertainty_score":0.4607904,"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."}}