{"id":"W3143898077","doi":"10.4103/sjg.sjg_526_20","title":"Cost-effectiveness analysis of colorectal cancer screening in a low incidence country","year":2021,"lang":"en","type":"article","venue":"Saudi Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Impact; McGill University; McGill University Health Centre; McMaster University; Montreal General Hospital","funders":"National Cancer Institute","keywords":"Medicine; Colonoscopy; Life expectancy; Colorectal cancer; Incidence (geometry); Colorectal cancer screening; Cost effectiveness; Cohort; Demography; Quality-adjusted life year; Cost-effectiveness analysis; Cost–benefit analysis; Gerontology; Cancer; Environmental health; Internal medicine; Population","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":[0.004553495,0.001352009,0.001792777,0.001689772,0.0003321549,0.001511747,0.00137551,0.001342815,0.005529459],"category_scores_gemma":[0.01581111,0.0006316343,0.003059375,0.001312355,0.0005580008,0.00119565,0.0009519664,0.001386966,0.0002104448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005862837,"about_ca_system_score_gemma":0.003610115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02649749,"about_ca_topic_score_gemma":0.01044209,"domain_scores_codex":[0.9975803,0.00179546,0.00007299246,0.0001677601,0.0001196873,0.0002638193],"domain_scores_gemma":[0.9885861,0.009655948,0.0006510086,0.0001688534,0.0005375009,0.000400536],"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":[0.001191072,0.0002299604,0.005308166,0.000419201,0.0007615883,0.0001224211,0.00002158732,0.9832788,0.0001659584,0.002195946,0.0005296139,0.00577576],"study_design_scores_gemma":[0.00115343,0.002822201,0.008901524,0.0003290093,0.002402956,0.0002178489,0.0001847631,0.9784029,0.0003519481,0.003993225,0.001175005,0.0000651848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462841,0.007322927,0.02606541,0.002452016,0.0001425894,0.001095997,0.004589192,0.0001514652,0.01189625],"genre_scores_gemma":[0.9932361,0.0009799143,0.003832731,0.0001788631,0.00001749401,0.000279672,0.0007396104,0.00001010612,0.0007254327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02649749,"threshold_uncertainty_score":0.05268651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234481203413804,"score_gpt":0.3191895028502925,"score_spread":0.2968446908161545,"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."}}