{"id":"W4323064029","doi":"10.36469/jheor.2023.68191","title":"Healthcare Resource Utilization and Costs Among Patients With Gastroesophageal Reflux Disease, Barrett’s Esophagus, and Barrett’s Esophagus-Related Neoplasia in the United States","year":2023,"lang":"en","type":"article","venue":"Journal of health economics and outcomes research","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"GERD; Medicine; Cohort; Dysplasia; Esophagus; Barrett's esophagus; Internal medicine; Disease; Gastroenterology; Health care; Reflux; 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":[0.0004191084,0.0002296258,0.0002616175,0.001083642,0.0003516346,0.000641987,0.0003157038,0.000327412,0.001197852],"category_scores_gemma":[0.001960729,0.0001745155,0.000569581,0.00201272,0.0002273787,0.0004969569,0.0005951906,0.0005205974,0.0001235337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200913,"about_ca_system_score_gemma":0.0007797995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0311731,"about_ca_topic_score_gemma":0.03610044,"domain_scores_codex":[0.99939,0.0001582102,0.000132677,0.00008050182,0.0001262866,0.0001123209],"domain_scores_gemma":[0.9986799,0.0001463391,0.000784972,0.00003214833,0.0001110827,0.0002454393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003690524,0.00003529181,0.9976446,0.00001697656,0.0000812011,0.00005135428,0.0000273755,0.000186954,0.00002472939,0.00004870438,0.0006042438,0.001241658],"study_design_scores_gemma":[0.000008348989,0.00004310426,0.9983656,0.00002952136,0.00003711959,0.0001708371,0.0002020933,0.0006915116,0.00002136605,0.00005231866,0.0003739822,0.000004180652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940624,0.001021624,0.00004498627,0.0004057588,0.00001464825,0.00001395222,0.003484548,0.000004808981,0.0009472138],"genre_scores_gemma":[0.9971048,0.0003732977,0.0000706338,0.0001363309,0.00001875131,0.0000149432,0.002194256,0.000001131423,0.00008578398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0311731,"threshold_uncertainty_score":0.06198335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0475957058017199,"score_gpt":0.3743526500852333,"score_spread":0.3267569442835134,"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."}}