{"id":"W3134856831","doi":"10.14309/ajg.0000000000001122","title":"ACG Clinical Guidelines: Colorectal Cancer Screening 2021","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":797,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Colonoscopy; Guideline; Colorectal cancer; Colorectal cancer screening; Modalities; MEDLINE; Intensive care medicine; Cancer; Family medicine; Internal medicine; Gynecology; 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":[0.0009306355,0.0001348681,0.0007714095,0.00009033325,0.00007517848,0.00001566895,0.0001630871,0.00003837236,0.0002187083],"category_scores_gemma":[0.0004738115,0.00009005766,0.0003815717,0.0002904786,0.0004134973,0.00005044045,0.00008351624,0.0006448739,0.000005122272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006037057,"about_ca_system_score_gemma":0.0002541462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007869515,"about_ca_topic_score_gemma":0.0001604666,"domain_scores_codex":[0.9979547,0.0004578763,0.0008231504,0.000186496,0.0002788868,0.0002989248],"domain_scores_gemma":[0.9977832,0.0001765335,0.0008059584,0.0001974822,0.0008497206,0.0001871182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1570047,0.0001831623,0.5578369,0.00000857233,0.001060251,0.0006163587,0.0001815388,0.0003822219,0.003700822,0.000003338457,0.00779209,0.27123],"study_design_scores_gemma":[0.007414349,0.1346256,0.7951126,0.0004355858,0.001172293,0.02946285,0.003506701,0.001847026,0.003034692,0.00005982329,0.02310459,0.0002239112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726743,0.0006089276,0.009031575,0.01678574,0.0007317477,0.00007546675,0.000004786098,0.00001128165,0.00007619324],"genre_scores_gemma":[0.9862504,0.0007533372,0.006259391,0.004795528,0.001809973,0.000007592217,0.000001943137,0.00001858126,0.0001032555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271006,"threshold_uncertainty_score":0.3672445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103301267626085,"score_gpt":0.3820876539860567,"score_spread":0.3310546413097958,"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."}}