{"id":"W4388679712","doi":"10.1016/j.vhri.2023.08.007","title":"Decision-Utility Analysis of Empiric Treatment Versus Test and Treat Strategies for Helicobacter pylori in Patients With Duodenal Ulcer","year":2023,"lang":"en","type":"article","venue":"Value in Health Regional Issues","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Helicobacter pylori; Medicine; Gastroenterology; Duodenal ulcer; Internal medicine; Test (biology); Intensive care medicine; Biology","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":[0.02004169,0.001310507,0.002874616,0.00172072,0.0003451105,0.002170013,0.001270199,0.001190689,0.00350936],"category_scores_gemma":[0.087023,0.0005284927,0.003889234,0.001285986,0.001036817,0.001391421,0.001296535,0.002248864,0.0001550313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918288,"about_ca_system_score_gemma":0.001846365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005119465,"about_ca_topic_score_gemma":0.003778607,"domain_scores_codex":[0.9675335,0.02998669,0.0006764863,0.0005740572,0.0007272708,0.0005020241],"domain_scores_gemma":[0.8443348,0.1487524,0.002881278,0.001149348,0.001311083,0.001571012],"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":[0.2353809,0.00440405,0.3478065,0.003074143,0.02945811,0.0006481668,0.0008643488,0.229227,0.001007929,0.01026553,0.003870944,0.1339923],"study_design_scores_gemma":[0.01104392,0.02880033,0.1113078,0.0007531081,0.01892917,0.0005888229,0.001376385,0.8079962,0.001414792,0.0155263,0.002057585,0.0002055999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777259,0.008510756,0.007844553,0.001986614,0.0001416181,0.0004311491,0.0008068942,0.00003059014,0.00252192],"genre_scores_gemma":[0.9972665,0.0003704054,0.001795976,0.0001324548,0.0000375671,0.00005415429,0.0002121523,0.000004847371,0.000125863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004169,"threshold_uncertainty_score":0.1059918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07513915963464507,"score_gpt":0.3718253718675618,"score_spread":0.2966862122329167,"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."}}