{"id":"W3126319313","doi":"10.1016/s2468-1253(21)00003-0","title":"Impact of the COVID-19 pandemic on faecal immunochemical test-based colorectal cancer screening programmes in Australia, Canada, and the Netherlands: a comparative modelling study","year":2021,"lang":"en","type":"article","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa; Canadian Partnership Against Cancer","funders":"Rijksinstituut voor Volksgezondheid en Milieu; Cancer Council NSW; Health Canada","keywords":"Colorectal cancer; Medicine; Incidence (geometry); Relative risk; Pandemic; Demography; Cancer; Environmental health; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007571527,0.0003044926,0.001229243,0.00007351523,0.0002040445,0.00001725025,0.0003079213,0.0001668688,0.00003214846],"category_scores_gemma":[0.0002464665,0.000160232,0.0001660382,0.0002623501,0.0009934653,0.00001986153,0.0001243379,0.001147482,3.988523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000878,"about_ca_system_score_gemma":0.002684511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5880304,"about_ca_topic_score_gemma":0.9215211,"domain_scores_codex":[0.9966093,0.001250462,0.0005809902,0.0004528842,0.0002708921,0.0008354119],"domain_scores_gemma":[0.9971166,0.001770575,0.0002811122,0.0004829168,0.000134357,0.0002144243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01133966,0.0003339858,0.980739,0.00005271383,0.0002809911,0.0001045731,0.002259006,0.003930705,0.0003517153,0.000005198626,0.000484384,0.0001180755],"study_design_scores_gemma":[0.01616396,0.00233418,0.9560083,0.00007941858,0.0002003472,0.0005250705,0.0007517447,0.02353999,0.00007059721,0.00005579254,0.0001594662,0.0001111373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848098,0.0003029071,0.0003356972,0.01313979,0.0001148868,0.001189672,0.00008097915,0.00002193864,0.000004311968],"genre_scores_gemma":[0.9899947,0.00003407969,0.00004790151,0.009557365,0.0001128941,0.0002041489,0.00001810127,0.00001655376,0.00001423244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3334906,"threshold_uncertainty_score":0.653407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274537718200908,"score_gpt":0.4118834158160509,"score_spread":0.2844296439959601,"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."}}