{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005951004,0.00197537,0.002190961,0.01035847,0.001375457,0.003022176,0.004650018,0.0094847,0.0515832],"category_scores_gemma":[0.02823174,0.0007801723,0.00223873,0.007755969,0.0009484302,0.001875602,0.002995381,0.006736284,0.06086078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067961,"about_ca_system_score_gemma":0.01345274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01952205,"about_ca_topic_score_gemma":0.03399841,"domain_scores_codex":[0.9896409,0.003358037,0.001995783,0.0003210861,0.00405655,0.0006276059],"domain_scores_gemma":[0.9633354,0.006252282,0.003800754,0.0007844837,0.02348651,0.002340435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000290483,0.00005714571,0.0003664262,0.001291006,0.00001462292,0.000087942,0.00002965843,0.0001505203,0.00007709218,0.0006896419,0.9371554,0.06005158],"study_design_scores_gemma":[0.0001272311,0.00006791438,0.003031278,0.009106293,0.00004640811,0.0005370429,0.00006363499,0.0002506979,0.00009402561,0.001596319,0.9850456,0.00003357718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002291498,0.1516175,0.01659933,0.3015889,0.05239193,0.01141801,0.05633537,0.004948328,0.4028092],"genre_scores_gemma":[0.01463972,0.2584729,0.1039757,0.2065034,0.02716464,0.01947407,0.169962,0.001946594,0.197861],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0515832,"threshold_uncertainty_score":0.172563,"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."}}