{"id":"W4298394297","doi":"10.1186/s13053-022-00241-1","title":"Colorectal cancer incidences in Lynch syndrome: a comparison of results from the prospective lynch syndrome database and the international mismatch repair consortium","year":2022,"lang":"en","type":"article","venue":"Hereditary Cancer in Clinical Practice","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital; Sinai Health System","funders":"National Cancer Institute; Centro de Investigación Biomédica en Red de Cáncer; Manchester Biomedical Research Centre; Support Program for Longyuan Youth and Fundamental Research Funds for the Universities of Gansu Province; Sigrid Juséliuksen Säätiö; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; Emil Aaltosen Säätiö; Deutsche Krebshilfe; Kreftforeningen; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Economía y Competitividad; Third Health Programme; Cancer Council NSW; Cancer Research UK; Suomen Lääketieteen Säätiö; Academy of Finland; European Commission; Relander Foundation; Centres de Recerca de Catalunya; Parc Geneteg Cymru; Health and Care Research Wales; Jane ja Aatos Erkon Säätiö; Generalitat de Catalunya; National Institute for Health and Care Research","keywords":"Lynch syndrome; Medicine; DNA mismatch repair; Colorectal cancer; Internal medicine; Cancer; Oncology; Database; General surgery","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":[0.002064315,0.0002810307,0.0004594618,0.00312139,0.0002052952,0.0007451582,0.0005091745,0.0004906661,0.0005824827],"category_scores_gemma":[0.005576249,0.0002583776,0.0005938556,0.002856946,0.0001853418,0.0005566568,0.001028108,0.0003148651,0.0001538271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483859,"about_ca_system_score_gemma":0.0003573201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021556,"about_ca_topic_score_gemma":0.009916797,"domain_scores_codex":[0.9978606,0.0006959366,0.0003155936,0.0005183308,0.0004335868,0.0001759657],"domain_scores_gemma":[0.9956154,0.0009511753,0.001860954,0.0004580266,0.0007404074,0.0003740242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714078,0.000006527798,0.9986132,0.00001313809,0.0001168269,0.00002279036,0.00004113022,0.00006410633,0.00006806359,0.00001961484,0.00009736474,0.0007657578],"study_design_scores_gemma":[0.000008538217,0.00004027109,0.9994586,0.000004827447,0.00003598438,0.00009874696,0.0000801882,0.0001098867,0.00003454438,0.000006336966,0.0001193192,0.000002748748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956001,0.0005586221,0.0001419251,0.00004964552,0.000007161165,0.00001362168,0.003177209,0.00001020328,0.0004414888],"genre_scores_gemma":[0.9935337,0.0002293494,0.0001068954,0.00001686666,0.00000850989,0.0000180399,0.006003981,0.000004193121,0.00007836879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021556,"threshold_uncertainty_score":0.02031219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05809978887824663,"score_gpt":0.4116523141033466,"score_spread":0.3535525252251,"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."}}