{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00536556,0.0002711113,0.0009135788,0.00009196172,0.0001909822,0.00002886886,0.0006409876,0.0001529438,0.0009985766],"category_scores_gemma":[0.01183492,0.00018723,0.0001670652,0.0006699831,0.001121761,0.0002921385,0.0007899115,0.002253104,0.000004411138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000726347,"about_ca_system_score_gemma":0.001354358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04372214,"about_ca_topic_score_gemma":0.01618789,"domain_scores_codex":[0.994001,0.00141752,0.001983828,0.0009139642,0.001332998,0.0003506832],"domain_scores_gemma":[0.9783064,0.01972919,0.0009549962,0.0006066837,0.0002832054,0.0001194924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03418237,0.001192702,0.9318681,0.00007270332,0.0007210643,0.0008754751,0.00440975,0.001211211,0.0000735166,0.00008093097,0.02331111,0.002001095],"study_design_scores_gemma":[0.01219391,0.001160197,0.9570794,0.000455155,0.000421603,0.0007061428,0.01235301,0.00720156,0.00008857494,0.0003514591,0.007705725,0.0002832684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562415,0.009672279,0.000002276973,0.02596606,0.003966541,0.001678876,0.001417449,0.00003734891,0.001017609],"genre_scores_gemma":[0.993852,0.001906056,0.0007195509,0.001932937,0.0003904405,0.001006253,0.0000748524,0.00003062004,0.00008734412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03761039,"threshold_uncertainty_score":0.9999146,"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."}}