{"id":"W4405477412","doi":"10.1111/apt.18435","title":"Risk‐Adapted Starting Ages of Colorectal Cancer Screening for People With Diabetes or Metabolic Syndrome","year":2024,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Medicine; Metabolic syndrome; Diabetes mellitus; Confidence interval; Population; Demography; Colorectal cancer; Risk assessment; Gerontology; Environmental health; Internal medicine; Cancer; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004944531,0.000677181,0.00100312,0.00203569,0.0002212638,0.001072733,0.000628962,0.0007442016,0.002011387],"category_scores_gemma":[0.01579617,0.0004269797,0.006404079,0.001891082,0.000167508,0.0006351655,0.0009456803,0.001004531,0.0002607191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00062347,"about_ca_system_score_gemma":0.0006947732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309193,"about_ca_topic_score_gemma":0.01248891,"domain_scores_codex":[0.9974424,0.001122375,0.00037444,0.0006592772,0.0002581344,0.0001433727],"domain_scores_gemma":[0.9946758,0.002338659,0.001373156,0.0005959073,0.0008187063,0.0001977371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002810977,0.00007954619,0.896267,0.00418907,0.03888649,0.0001866541,0.000219834,0.01266088,0.0006606191,0.00119109,0.004055334,0.03879247],"study_design_scores_gemma":[0.0004537195,0.0004479445,0.9336581,0.001998606,0.03606532,0.0005562091,0.000265164,0.01059281,0.001262787,0.003195318,0.01140417,0.00009987537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010866,0.107877,0.0335144,0.001947689,0.0008650579,0.0003563621,0.04393191,0.0004801532,0.009940815],"genre_scores_gemma":[0.9828419,0.003973672,0.005274558,0.0003783208,0.00006822329,0.0001307888,0.006914549,0.00003181792,0.0003861999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309193,"threshold_uncertainty_score":0.02614951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083051640734428,"score_gpt":0.3101069463903732,"score_spread":0.2892764299830289,"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."}}