{"id":"W3002810466","doi":"10.1503/cmaj.191566","title":"Colorectal cancer screening: It is not time for a radical shift","year":2020,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Ottawa","funders":"","keywords":"Colorectal cancer; Cancer; Medicine; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003999872,0.0006873957,0.001225542,0.0009154877,0.003902111,0.00263833,0.001672153,0.02951512,0.0198039],"category_scores_gemma":[0.0208829,0.0004243548,0.0009796022,0.0005817281,0.003527219,0.006591895,0.001755294,0.03353635,0.01197039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006050896,"about_ca_system_score_gemma":0.005337331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464513,"about_ca_topic_score_gemma":0.02939598,"domain_scores_codex":[0.9963972,0.0009283226,0.0003339488,0.0004656457,0.001364397,0.0005105404],"domain_scores_gemma":[0.9884002,0.003648443,0.0006147282,0.0002891925,0.002500087,0.004547379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005517505,0.00004350883,0.0007849308,0.00009784792,0.00001238898,0.000906946,0.00008773542,0.00004483296,0.000220895,0.002048532,0.9714475,0.02424967],"study_design_scores_gemma":[0.0001684445,0.0002593605,0.003794516,0.002286309,0.00004516502,0.005699542,0.001134636,0.0003631357,0.0002211901,0.01734936,0.9685499,0.0001284724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002186207,0.00140096,0.00005306002,0.9895191,0.006797324,0.000004757188,0.00002095682,0.00002154425,0.001963599],"genre_scores_gemma":[0.003299105,0.003487659,0.0003221797,0.951746,0.03686792,0.0000117751,0.00004262369,0.00002410286,0.004198539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02951512,"threshold_uncertainty_score":0.06625068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868348624054728,"score_gpt":0.2686422093138947,"score_spread":0.2499587230733474,"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."}}