{"id":"W2921860734","doi":"10.1093/jcag/gwz006.280","title":"A281 RISK FACTORS ASSOCIATED WITH PROGRESSION OF BARRETT’S ESOPHAGUS, LOW GRADE DYSPLASIA & HIGH GRADE DYSPLASIA TO ESOPHAGEAL ADENOCARCINOMA","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Dysplasia; Internal medicine; Barrett's esophagus; Esophagus; Gastroenterology; Malignancy; Risk factor; Esophageal adenocarcinoma; Adenocarcinoma; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290707,0.0001657022,0.0001505332,0.0006636069,0.0003477136,0.0003673091,0.0001767554,0.0002446407,0.002786898],"category_scores_gemma":[0.001198823,0.0001180837,0.0002467701,0.0006880088,0.0001346477,0.0002145639,0.0002755459,0.0004433648,0.0003755902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484008,"about_ca_system_score_gemma":0.000320229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006267092,"about_ca_topic_score_gemma":0.007614177,"domain_scores_codex":[0.9998527,0.00002707226,0.00001914632,0.00002854067,0.00004686715,0.00002565958],"domain_scores_gemma":[0.9991686,0.00009465116,0.0003547739,0.00002727787,0.000117763,0.0002367879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004548181,0.00001493902,0.9982349,0.00001106376,0.00000998713,0.0001161478,0.00001999083,0.00001891261,0.0002041265,0.000009786409,0.0001508021,0.001163965],"study_design_scores_gemma":[0.000002447959,0.0000472768,0.9987715,0.000008817073,0.000009953115,0.000574941,0.00007680173,0.0001063425,0.00005063226,0.00001080199,0.0003390391,0.000001450463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969172,0.0007443305,0.00004938327,0.0001274742,0.00001040295,0.000008639146,0.0004602976,0.000003525837,0.001678624],"genre_scores_gemma":[0.9990459,0.0001535498,0.0000613611,0.0000229566,0.00001154128,0.000004454073,0.0003373619,0.000001438108,0.0003612915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006267092,"threshold_uncertainty_score":0.01246125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268455970894978,"score_gpt":0.2607096304213016,"score_spread":0.2480250707123519,"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."}}