{"id":"W4395699492","doi":"10.1002/ijc.34979","title":"Associations between pathological features and risk of metachronous colorectal cancer","year":2024,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; China Scholarship Council; National Cancer Institute; National Institutes of Health; University of Melbourne","keywords":"Medicine; Lynch syndrome; Colorectal cancer; MUTYH; Internal medicine; Hazard ratio; Oncology; Incidence (geometry); Cancer; Population; Proportional hazards model; Cancer registry; Confidence interval; Germline mutation; DNA mismatch repair; Mutation","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":[0.0004116983,0.0002049154,0.0002227702,0.0008829609,0.0002541036,0.0005007688,0.0003210822,0.0002913137,0.001444012],"category_scores_gemma":[0.00404414,0.0002838547,0.0003936883,0.0008529977,0.0002381286,0.0003109898,0.0004023755,0.0005532546,0.0001248038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453334,"about_ca_system_score_gemma":0.0002346776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831835,"about_ca_topic_score_gemma":0.01516138,"domain_scores_codex":[0.9997299,0.00005656467,0.00002991553,0.00006573724,0.00006159285,0.00005621507],"domain_scores_gemma":[0.9971943,0.0004536192,0.00165325,0.000207759,0.0002040922,0.0002869774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001104512,0.000009516513,0.9982829,0.00001104394,0.00004450173,0.00007395522,0.00001643781,0.00005424164,0.00009259756,0.00001430647,0.00004823597,0.001241928],"study_design_scores_gemma":[0.000002492832,0.00003490713,0.9992898,0.000004745258,0.00003006014,0.0003095644,0.00002688131,0.0001452303,0.00003096222,0.00002783167,0.00009542875,0.000002146052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975644,0.001256919,0.0001159403,0.00006016303,0.000009501714,0.000007509725,0.0003225518,0.00001046617,0.0006525508],"genre_scores_gemma":[0.9994536,0.0002008791,0.00006244954,0.000005911333,0.0000085878,0.000002112131,0.0001566333,0.000001591592,0.0001081683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006831835,"threshold_uncertainty_score":0.01358414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003186818963026,"score_gpt":0.3574901145188508,"score_spread":0.3374582463292206,"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."}}