{"id":"W2101840350","doi":"10.1046/j.1524-4733.2002.54145.x","title":"Cost-Effectiveness and Cost-Utility of Long-Term Management Strategies for Heartburn","year":2002,"lang":"en","type":"article","venue":"Value in Health","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Heartburn; Medicine; Quality-adjusted life year; Cost effectiveness; Intensive care medicine; Actuarial science; Risk analysis (engineering); Disease; Business; Internal medicine; Reflux","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003981585,0.0001115067,0.0003280778,0.00008941854,0.00004327436,0.000008521819,0.00003170702,0.00003801793,0.0000330782],"category_scores_gemma":[0.0000169686,0.00009458017,0.00004319157,0.00009977634,0.0000523449,0.00005590816,0.00001920069,0.00007517936,0.000003565551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009530317,"about_ca_system_score_gemma":0.00004039444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798583,"about_ca_topic_score_gemma":0.00001047188,"domain_scores_codex":[0.9989936,0.0001087349,0.0002643589,0.0002241304,0.0001359252,0.0002732167],"domain_scores_gemma":[0.9994577,0.0001251946,0.0000700472,0.0001835984,0.0000331026,0.0001304213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002262756,0.0008130237,0.8714272,0.004957645,0.00008207858,0.0001559429,0.000339774,0.00008258152,0.000007975232,0.0007322975,0.00006677811,0.1211084],"study_design_scores_gemma":[0.003856842,0.0008455161,0.9927509,0.0003448065,0.00002801004,0.00001980844,0.00006063317,0.001535377,0.0001006465,0.0003738508,0.00004995673,0.00003366913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937281,0.0009791225,0.0009368583,0.0001701846,0.00007335209,0.003524489,0.00002699175,0.00001871884,0.0005421946],"genre_scores_gemma":[0.9985282,0.0003043213,0.0007686893,0.00008169842,0.00001654221,0.000195681,0.00001351184,0.00001121285,0.00008012407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213237,"threshold_uncertainty_score":0.3856867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432677669857264,"score_gpt":0.3905303965998758,"score_spread":0.2472626296141494,"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."}}