{"id":"W4387229374","doi":"10.1093/jcag/gwad036","title":"Assessing Frequency and Appropriateness of Proton Pump Inhibitor Deprescription in Patients Requiring Endoscopic Therapy for Esophageal Strictures","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Medicine; Internal medicine; Proton-pump inhibitor; Esophageal stricture; Reflux esophagitis; Esophagus; Gastroenterology; Esophagitis; Lansoprazole; Reflux; Omeprazole; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001523064,0.000186313,0.0003302708,0.001303533,0.000313513,0.0006576728,0.0002857911,0.0005475241,0.001036279],"category_scores_gemma":[0.007015495,0.0002387834,0.0004936175,0.001235755,0.0001802034,0.000590758,0.0004313308,0.0005141202,0.0002356781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966424,"about_ca_system_score_gemma":0.000297994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040573,"about_ca_topic_score_gemma":0.003489378,"domain_scores_codex":[0.9985871,0.0003756731,0.0003521619,0.0001694292,0.0003658292,0.0001498085],"domain_scores_gemma":[0.9903219,0.001855757,0.006296759,0.0002218377,0.0007140408,0.0005897288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002500801,0.000008092692,0.9995149,0.000003161488,0.000008061556,0.00001833804,0.00001656884,0.000006700803,0.0000346654,0.000001325878,0.00001781944,0.0003452898],"study_design_scores_gemma":[0.000001927197,0.00006176003,0.9993165,0.000004858965,0.000007499755,0.0002293309,0.0001309914,0.0001482923,0.00004775692,0.000002497125,0.00004703889,0.000001576833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991485,0.0002127022,0.00005592178,0.00004292458,0.000005682623,0.000006166394,0.0001734013,0.000002146698,0.0003525802],"genre_scores_gemma":[0.9994759,0.0001002554,0.0001080446,0.00002530125,0.00001330383,0.000005105228,0.0002084161,0.000001084758,0.00006250266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002040573,"threshold_uncertainty_score":0.008054793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786214193783616,"score_gpt":0.2741049192325357,"score_spread":0.2562427772946995,"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."}}