{"id":"W4318016840","doi":"10.1056/nejmc2215192","title":"Colonoscopy Screening and Colorectal Cancer Incidence and Mortality","year":2023,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Colonoscopy; Colorectal cancer; Incidence (geometry); Medicine; Colorectal cancer screening; Oncology; Internal medicine; General surgery; Cancer; Mathematics","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":[0.001707112,0.0002389011,0.0006350614,0.0009513973,0.001521585,0.001890501,0.0004905491,0.01419254,0.01015256],"category_scores_gemma":[0.01892202,0.000363097,0.0006134728,0.001597605,0.0005237053,0.001013465,0.0005437668,0.006397304,0.003202259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006955,"about_ca_system_score_gemma":0.00311448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02963218,"about_ca_topic_score_gemma":0.07657043,"domain_scores_codex":[0.9988148,0.0004709931,0.0001326305,0.00008222523,0.0003092043,0.0001901129],"domain_scores_gemma":[0.9913833,0.004347596,0.001147295,0.0001755472,0.001219277,0.001726866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007135166,0.000258564,0.1701811,0.0001747626,0.0001083677,0.0032748,0.0003057255,0.0002070162,0.0001892191,0.001862236,0.7887263,0.03399832],"study_design_scores_gemma":[0.000707546,0.0006442107,0.4799462,0.001554037,0.0004421231,0.009134087,0.002426559,0.00359508,0.0003318341,0.01041684,0.4906222,0.000179383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0218565,0.007777317,0.0000959568,0.9233412,0.01506917,0.00002316282,0.001009299,0.00003601528,0.03079147],"genre_scores_gemma":[0.2136105,0.009085785,0.0004887216,0.6566039,0.07412589,0.000126551,0.001023759,0.00005247763,0.04488245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02963218,"threshold_uncertainty_score":0.05891943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395509217979516,"score_gpt":0.3313120255447271,"score_spread":0.2917611037467755,"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."}}