{"id":"W4315864792","doi":"10.3390/curroncol30010086","title":"Cost-Effectiveness Analysis of Hp and New Gastric Cancer Screening Scoring System for Screening and Prevention of Gastric Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Cost-effectiveness analysis; Sensitivity (control systems); Cancer screening; Cost effectiveness; Intestinal metaplasia; Helicobacter pylori; Oncology; Internal medicine; Risk analysis (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009305628,0.000928143,0.001666181,0.001973598,0.0002465098,0.001170765,0.0009140301,0.0009935901,0.001972466],"category_scores_gemma":[0.02190318,0.0005220093,0.003292541,0.001011671,0.0004571926,0.001293396,0.0009453528,0.0008920294,0.00005842767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00497774,"about_ca_system_score_gemma":0.003455175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008952264,"about_ca_topic_score_gemma":0.005141836,"domain_scores_codex":[0.9900106,0.008184574,0.0002596892,0.0003482395,0.0008192128,0.0003777952],"domain_scores_gemma":[0.9870991,0.01071183,0.0009386579,0.0002585179,0.0006544495,0.0003373456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006651638,0.0009635763,0.03481182,0.001616265,0.003483185,0.0002969081,0.00008023873,0.8973143,0.001069236,0.007029836,0.0007597035,0.04592332],"study_design_scores_gemma":[0.001225478,0.005296923,0.02195546,0.0004099548,0.00467335,0.0002807203,0.0001637294,0.9598961,0.0008445413,0.004114468,0.001054652,0.00008457829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362465,0.01486092,0.0389872,0.002127522,0.0001891049,0.001931372,0.001039899,0.0000718867,0.004545772],"genre_scores_gemma":[0.9942454,0.001179665,0.003883311,0.00008643301,0.00001739078,0.000235707,0.0001599908,0.000002853273,0.0001892314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009305628,"threshold_uncertainty_score":0.04921347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2246117514138143,"score_gpt":0.4463725986587,"score_spread":0.2217608472448858,"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."}}