{"id":"W3038552896","doi":"10.1503/cmaj.200697","title":"Chronic GERD and risk of esophageal adenocarcinoma: Should we screen with gastroscopy?","year":2020,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"GERD; Guideline; Medicine; Reflux; Task force; Esophageal adenocarcinoma; Internal medicine; Gastroenterology; Disease; Adenocarcinoma; General surgery; Cancer; Pathology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001831235,0.0004691006,0.001219847,0.001154642,0.002548771,0.00148608,0.001251084,0.02600961,0.01217413],"category_scores_gemma":[0.01557328,0.0004023335,0.00112942,0.0008324626,0.001729497,0.004058387,0.0008574782,0.01972222,0.007472718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003959398,"about_ca_system_score_gemma":0.005676025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02701922,"about_ca_topic_score_gemma":0.05116251,"domain_scores_codex":[0.9984869,0.0003902346,0.0002098781,0.0001812228,0.0004856794,0.0002461996],"domain_scores_gemma":[0.9945619,0.002379526,0.0003208531,0.0001198767,0.001383128,0.00123479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000108864,0.00007710017,0.004315577,0.0001176915,0.00001530174,0.002834148,0.00008781039,0.00003970461,0.0001579145,0.001339814,0.9633039,0.02760223],"study_design_scores_gemma":[0.000667848,0.0004540338,0.0252988,0.006252894,0.0001881572,0.03622093,0.001679968,0.001180762,0.0004007839,0.0315148,0.8958841,0.0002569828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005538086,0.003200907,0.00004368352,0.9868025,0.006495927,0.00000859339,0.00006240462,0.00001373836,0.002818469],"genre_scores_gemma":[0.008121982,0.00640397,0.0003377704,0.9235588,0.05662768,0.00003071879,0.0001061555,0.00001809649,0.004794881],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02701922,"threshold_uncertainty_score":0.05372393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198837826753007,"score_gpt":0.2421571723141185,"score_spread":0.2301687940465884,"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."}}