{"id":"W2142738380","doi":"10.1503/cmaj.050553","title":"Cost-effectiveness of computerized tomographic colonography versus colonoscopy for colorectal cancer screening","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Colonoscopy; Colorectal cancer; Virtual colonoscopy; Perforation; Radiology; Sigmoidoscopy; Population; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041138,0.0001486076,0.0004419793,0.0004230645,0.0002941356,0.00003950754,0.0001242396,0.0003745411,0.0003201197],"category_scores_gemma":[0.0009132382,0.0001485007,0.0002948782,0.0004495952,0.00007136071,0.0001085289,0.00001201313,0.0006775545,0.000003043316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065477,"about_ca_system_score_gemma":0.001973572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478925,"about_ca_topic_score_gemma":0.01983725,"domain_scores_codex":[0.9979039,0.0002322479,0.0004251791,0.0001972036,0.0007810987,0.0004603146],"domain_scores_gemma":[0.9970424,0.000798827,0.0002971454,0.00007140029,0.0007280504,0.001062167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08703838,0.0003855575,0.2960624,0.0003306615,0.003404512,0.0001272525,0.0007769229,0.0005548682,0.002089569,0.0003958112,0.03944455,0.5693896],"study_design_scores_gemma":[0.04474187,0.01348408,0.4558655,0.001389103,0.0006835122,0.0004255604,0.0003859741,0.01816484,0.007852823,0.00006958425,0.4562474,0.000689782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843506,0.0004329175,0.006033249,0.005895336,0.001767337,0.000905585,0.00009049987,0.00004512724,0.0004793716],"genre_scores_gemma":[0.9944128,0.00009247017,0.002821061,0.0009868777,0.001456644,0.0001630274,0.00002463862,0.00002144747,0.00002108174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5686998,"threshold_uncertainty_score":0.9980482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852996317500463,"score_gpt":0.3190007928923383,"score_spread":0.2904708297173337,"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."}}