{"id":"W2979859225","doi":"10.1053/j.gastro.2019.10.007","title":"International Perspective on the Burden of Colorectal Cancer and Public Health Effects","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; University of Toronto","funders":"","keywords":"Colorectal cancer; Perspective (graphical); Public health; Environmental health; Medicine; Oncology; Cancer; Internal medicine; Computer science; Nursing","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":[0.0001327113,0.00006828965,0.0001734666,0.00008119076,0.00002665245,0.000005593789,0.00005310071,0.00003080069,0.0001118797],"category_scores_gemma":[0.00006084916,0.00004711755,0.00004000138,0.00005156824,0.00007354849,0.00002231216,0.00003782107,0.000148123,0.000005743042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703559,"about_ca_system_score_gemma":0.00004558822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008986987,"about_ca_topic_score_gemma":0.00009930682,"domain_scores_codex":[0.9993834,0.00006645152,0.00009891974,0.0001654852,0.0001177284,0.0001679442],"domain_scores_gemma":[0.9996242,0.00007283583,0.00007993616,0.0000839561,0.00008107261,0.00005801509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04913657,0.0005377559,0.8881739,0.000209367,0.001203001,0.00001555677,0.009865158,0.0001567215,0.01737204,0.004179541,0.00451547,0.02463495],"study_design_scores_gemma":[0.007126302,0.07304385,0.9023115,0.0002222409,0.00005241226,0.00034185,0.004482954,0.004640216,0.002341449,0.0001562772,0.005160973,0.0001199991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582739,0.00008089287,0.00006630343,0.0395563,0.0004301016,0.0002854772,0.000007012809,0.00001839082,0.001281551],"genre_scores_gemma":[0.9983892,0.00004140773,0.00005166075,0.001255638,0.0001369922,0.00003456892,0.000003049462,0.000006558061,0.00008087484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07250609,"threshold_uncertainty_score":0.1921398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403930393605208,"score_gpt":0.2857763787545903,"score_spread":0.2717370748185383,"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."}}