{"id":"W2977301343","doi":"10.1136/bmj.l5515","title":"Colorectal cancer screening with faecal immunochemical testing, sigmoidoscopy or colonoscopy: a clinical practice guideline","year":2019,"lang":"en","type":"article","venue":"BMJ","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McMaster University; McGill University; Impact","funders":"Universitetet i Oslo; Cancer Research UK","keywords":"Sigmoidoscopy; Guideline; Medicine; Colonoscopy; Colorectal cancer; Colorectal cancer screening; Cancer screening; Family medicine; Cancer; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095001,0.0002662912,0.0005878703,0.00008363515,0.0001018033,0.00004584176,0.0001328653,0.0002547614,0.0005289569],"category_scores_gemma":[0.003481122,0.0001924016,0.0001195779,0.000595226,0.0001320737,0.0001832231,0.00009859633,0.0007399491,0.0001003679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001685936,"about_ca_system_score_gemma":0.0009212123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050615,"about_ca_topic_score_gemma":0.0001379563,"domain_scores_codex":[0.9974298,0.0001305449,0.0008330657,0.0006074968,0.0005720608,0.0004270347],"domain_scores_gemma":[0.9972528,0.001069393,0.0003958625,0.0003691125,0.0006600938,0.0002526878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4475798,0.0008935649,0.3025719,0.000199072,0.00106246,0.0006199861,0.0003372076,0.0003709971,0.04127809,0.00002105056,0.1101935,0.09487239],"study_design_scores_gemma":[0.03188042,0.1199571,0.1354043,0.003050425,0.002002615,0.006722033,0.001750422,0.06052718,0.05636595,0.00001819533,0.5802358,0.002085579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773835,0.0003797846,0.003238248,0.005038207,0.0007048667,0.001468064,0.00001136346,0.0003322723,0.01144369],"genre_scores_gemma":[0.8051375,0.00002792149,0.1882674,0.003158281,0.001530486,0.0002177963,0.00002929578,0.00006754573,0.001563851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700423,"threshold_uncertainty_score":0.7845908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315121931503576,"score_gpt":0.4160481313376396,"score_spread":0.3628969120226038,"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."}}