{"id":"W4230173617","doi":"10.1056/nejmc1604867","title":"Colorectal Adenomas","year":2016,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; General surgery; Colorectal cancer; MEDLINE; Internal medicine; Cancer","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":[0.00255782,0.0007737907,0.001253961,0.0005788264,0.002682362,0.002579821,0.001138784,0.0305104,0.01598012],"category_scores_gemma":[0.02300349,0.0003941159,0.001385729,0.0003308462,0.002341656,0.00471998,0.002000299,0.03527777,0.01142123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274649,"about_ca_system_score_gemma":0.003213552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003642983,"about_ca_topic_score_gemma":0.009264708,"domain_scores_codex":[0.9969332,0.0006916629,0.0003688079,0.0003829422,0.001246538,0.0003768775],"domain_scores_gemma":[0.9907982,0.003830231,0.0005011951,0.0004581891,0.001636782,0.002775437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00006433512,0.00007621368,0.001004618,0.0001220057,0.00002012506,0.002848148,0.00007876086,0.00007408883,0.0003881919,0.004920184,0.9505813,0.03982212],"study_design_scores_gemma":[0.00008548089,0.0001241497,0.0015664,0.0007667464,0.00002023089,0.007239057,0.000235025,0.0001802003,0.0001659448,0.01202249,0.9775566,0.00003757626],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0003109816,0.004315835,0.0001180785,0.9767311,0.01359935,0.000006862267,0.00002464377,0.00003466355,0.004858451],"genre_scores_gemma":[0.004783537,0.006749852,0.0003805517,0.9124895,0.06394511,0.00002080791,0.00005575893,0.00002267249,0.01155227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0305104,"threshold_uncertainty_score":0.05345887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137119489039275,"score_gpt":0.2721746558065868,"score_spread":0.2508034609161941,"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."}}