{"id":"W4307270178","doi":"10.33590/emjinnov/10035977","title":"CT Colonography Versus Optical Colonoscopy: Cost-Effectiveness in Colorectal Cancer Screening","year":2022,"lang":"en","type":"article","venue":"EMJ Innovation","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Colonoscopy; Context (archaeology); Colorectal cancer; Cost effectiveness; Asymptomatic; Population; Colorectal cancer screening; Radiology; Cancer; Internal medicine; Medical physics; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004915714,0.0008353971,0.001014513,0.001961229,0.0003068284,0.00183833,0.0006218935,0.001113192,0.003137935],"category_scores_gemma":[0.02571459,0.0002520663,0.002316315,0.001768045,0.0007912133,0.001060185,0.0007777332,0.0008541832,0.0001209108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01003483,"about_ca_system_score_gemma":0.003576832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088149,"about_ca_topic_score_gemma":0.02878133,"domain_scores_codex":[0.9940968,0.004203734,0.0002482886,0.0002495445,0.0008925551,0.0003090564],"domain_scores_gemma":[0.9878379,0.01039551,0.000880981,0.0001122551,0.0004132195,0.0003601948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1169668,0.002049874,0.1030872,0.01277598,0.01072956,0.0005051208,0.0002687686,0.1965792,0.002585564,0.02322181,0.004346077,0.5268839],"study_design_scores_gemma":[0.01959767,0.0486654,0.3355041,0.01129006,0.04143973,0.003225071,0.001547246,0.4831931,0.007169832,0.02721244,0.02057662,0.0005786917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8242225,0.126478,0.01049663,0.006258402,0.0006169823,0.001385667,0.001408341,0.00007934138,0.02905408],"genre_scores_gemma":[0.9908741,0.005353912,0.002737703,0.0002495698,0.00007013815,0.00009745186,0.0001563436,0.000006056278,0.0004546131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03088149,"threshold_uncertainty_score":0.07280815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739871676413918,"score_gpt":0.3568139313742076,"score_spread":0.2994152146100685,"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."}}