{"id":"W2324989449","doi":"10.1056/nejm200206063462304","title":"Results of Screening Colonoscopy among Persons 40 to 49 Years of Age","year":2002,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; McGill University; Eli Lilly and Company","keywords":"Medicine; Colonoscopy; Asymptomatic; Colorectal cancer; Dysplasia; Adenoma; Endoscopy; Lesion; Population; Cancer; Hyperplastic Polyp; Confidence interval; Internal medicine; Surgery; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006216197,0.0002373291,0.0002839234,0.0008761508,0.0003132429,0.0004106628,0.0001370779,0.0004375131,0.001405605],"category_scores_gemma":[0.003969258,0.0001516943,0.0003486204,0.0004243095,0.0001425762,0.0002746607,0.0002834663,0.0002476417,0.0003300149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033201,"about_ca_system_score_gemma":0.0001938662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462809,"about_ca_topic_score_gemma":0.004900571,"domain_scores_codex":[0.9994069,0.0001655932,0.00005670289,0.00007511397,0.000162234,0.0001333922],"domain_scores_gemma":[0.9976928,0.0006305795,0.0009208174,0.00007643273,0.0003241774,0.0003551332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006803626,0.00001657746,0.9985227,0.000007074304,0.00001744177,0.00009887104,0.00004336199,0.00001067339,0.0001075967,0.000002354413,0.00009932533,0.001006132],"study_design_scores_gemma":[0.000002212749,0.00008256216,0.9992216,0.000004606586,0.00002038164,0.0003785157,0.0000815253,0.00003764861,0.00005763603,0.000003509549,0.0001079472,0.000001959095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984257,0.0003407661,0.00003229484,0.00005114698,0.000007428635,0.000005721341,0.0003587938,0.00000505318,0.0007731848],"genre_scores_gemma":[0.9995103,0.00008632617,0.00003226952,0.00002495353,0.000009459295,0.000004321247,0.0002314078,9.094109e-7,0.0001000617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00462809,"threshold_uncertainty_score":0.009202302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403585340287591,"score_gpt":0.2859153574227362,"score_spread":0.2518795040198603,"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."}}