{"id":"W4396558559","doi":"10.1093/jcag/gwae015","title":"Canadian colorectal cancer screening programs: How do they measure up using the International Agency for Research on Cancer criteria for organized screening?","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; BC Cancer Agency; Government of Nunavut; Cancer Care Ontario; University of Saskatchewan; Saskatchewan Health; Saskatchewan Cancer Agency; CancerCare Manitoba; Memorial University of Newfoundland; Institut National de Santé Publique du Québec; University of Manitoba; Saskatchewan Health Authority; Nova Scotia Health Authority; Health PEI; McGill University; University of Ottawa; University of Alberta; McMaster University; Government of New Brunswick; University of British Columbia; Public Health Ontario; Dalhousie University; University of Toronto","funders":"World Health Organization","keywords":"International agency; Cancer; Colorectal cancer; Agency (philosophy); Colorectal cancer screening; Medicine; Cancer screening; Family medicine; Environmental health; Internal medicine; Colonoscopy; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02338324,0.0005193133,0.0009712443,0.009296631,0.006212263,0.004553677,0.0046286,0.0009739664,0.001614911],"category_scores_gemma":[0.09044161,0.000434501,0.001411122,0.02201142,0.003586462,0.002762623,0.002878555,0.001745267,0.0001914592],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1093591,"about_ca_system_score_gemma":0.1822535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.984956,"about_ca_topic_score_gemma":0.9867129,"domain_scores_codex":[0.9617437,0.006361828,0.00222993,0.001746186,0.02435871,0.003559687],"domain_scores_gemma":[0.9324035,0.008721468,0.008227536,0.001793373,0.03924116,0.009612977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005532,0.0001548447,0.8336312,0.001712732,0.0004010376,0.00007492422,0.01584828,0.0006562477,0.0001076293,0.005431208,0.03732612,0.1045553],"study_design_scores_gemma":[0.00003923541,0.00007664928,0.9547204,0.001521916,0.0001870471,0.00005003829,0.02004481,0.0012502,0.0001198313,0.0009735695,0.02093591,0.00008039825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7218286,0.02379389,0.007947228,0.08381327,0.001252946,0.004164436,0.02001628,0.0005243827,0.1366589],"genre_scores_gemma":[0.9855025,0.003119759,0.005187941,0.001434594,0.00004452075,0.0007224471,0.003080068,0.00004126258,0.0008670274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8906409,"threshold_uncertainty_score":0.7934593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08477185412529713,"score_gpt":0.3751372981616131,"score_spread":0.2903654440363159,"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."}}