{"id":"W3017189677","doi":"10.1002/cncr.32851","title":"Potential impact of family history–based screening guidelines on the detection of early‐onset colorectal cancer","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Cancer Care Ontario","funders":"National Cancer Institute; National Institutes of Health; American Gastroenterological Association; National Comprehensive Cancer Network; U.S. Department of Veterans Affairs","keywords":"Medicine; Family history; Colorectal cancer; Cancer; Population; Cancer registry; Internal medicine; Family medicine; Pediatrics; Gynecology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0001370891,0.0001612572,0.0003249279,0.00008515629,0.00005246161,0.000004888512,0.00008969254,0.00009259955,0.0003086825],"category_scores_gemma":[0.0001707447,0.0001125876,0.0002887599,0.0003073939,0.0001085316,0.00004275131,0.00002066627,0.0002304846,0.000002388917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377347,"about_ca_system_score_gemma":0.0004979482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007846867,"about_ca_topic_score_gemma":0.0001660675,"domain_scores_codex":[0.998849,0.00005237771,0.0003341685,0.0002397454,0.000349255,0.0001754763],"domain_scores_gemma":[0.9990377,0.00005522697,0.0002487477,0.0001539657,0.0003924748,0.000111931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03700103,0.00006362758,0.02449784,0.0001359982,0.000388243,0.000009327177,0.0006315936,0.01520982,0.8325796,0.000002868227,0.008365188,0.08111489],"study_design_scores_gemma":[0.003054226,0.01079473,0.5666168,0.0005370986,0.0004204354,0.000008638276,0.0001650138,0.07379797,0.3412349,0.000006229424,0.003052013,0.0003119623],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916272,0.002582908,0.003697611,0.00104772,0.0004008096,0.0003212319,0.00006940625,0.00006011268,0.0001929786],"genre_scores_gemma":[0.9983399,0.00007830915,0.0001311494,0.000842704,0.0004430976,0.00008622942,0.000004395674,0.00002657842,0.00004766491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.542119,"threshold_uncertainty_score":0.99876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07852455490605753,"score_gpt":0.334499866894438,"score_spread":0.2559753119883805,"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."}}