{"id":"W7074172743","doi":"","title":"Medical or Surgical Therapy for Erosive Reflux Esophagitis: Cost–Utility Analysis Using a Markov Model","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Omeprazole; Reflux esophagitis; Esophagitis; Markov model; Nissen fundoplication; Proton-pump inhibitor; Medical costs; Medical therapy; Medical treatment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001117124,0.00019981,0.000656739,0.000216702,0.0002203839,0.0001239266,0.0003216094,0.0001447195,0.01429147],"category_scores_gemma":[0.0002414519,0.000189936,0.0004264288,0.0004252026,0.0001962774,0.0002384475,0.00008192445,0.0001214047,0.0002260376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878993,"about_ca_system_score_gemma":0.00003672608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000062513,"about_ca_topic_score_gemma":0.0000384628,"domain_scores_codex":[0.9972366,0.0000171882,0.0006410991,0.0007005545,0.00008911607,0.001315423],"domain_scores_gemma":[0.9988495,0.0001001359,0.0002223299,0.0003196062,0.00003235893,0.0004760347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001788344,0.002699248,0.4916006,0.0001255634,0.00973927,0.0001840591,0.006710447,0.01020095,0.000001158014,0.04653804,0.3141744,0.1162379],"study_design_scores_gemma":[0.002654604,0.00002238548,0.01948728,0.00000427495,0.00009192067,0.00000648637,0.0001493367,0.913677,0.000009425706,0.0009674988,0.06255808,0.0003716386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8281033,0.01072935,0.0281269,0.001803632,0.007117086,0.003595653,0.007294057,0.0002384628,0.1129916],"genre_scores_gemma":[0.966713,0.001447037,0.001177673,0.0003785139,0.0003232282,0.0002706044,0.00003617462,0.00002287078,0.02963089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9034761,"threshold_uncertainty_score":0.9866096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076416234016953,"score_gpt":0.2551575515581382,"score_spread":0.1475159281564429,"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."}}