{"id":"W7132915359","doi":"","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":"EUR Research Repository (Erasmus University Rotterdam)","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Colorectal cancer screening; Colorectal cancer; Coronavirus disease 2019 (COVID-19); Epidemiology; 2019-20 coronavirus outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009695432,0.0001906912,0.0004518268,0.0001618792,0.0006103101,0.00005573889,0.0002725099,0.0001002355,0.00001855016],"category_scores_gemma":[0.000417064,0.0001250263,0.0001336857,0.0007165404,0.0006190664,0.00005514092,0.0001735429,0.001243272,3.332015e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110922,"about_ca_system_score_gemma":0.008255658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8517514,"about_ca_topic_score_gemma":0.5348576,"domain_scores_codex":[0.9964658,0.001450357,0.000278457,0.0004140735,0.0008716626,0.0005196346],"domain_scores_gemma":[0.9964923,0.002255433,0.000112427,0.0003861967,0.0003638072,0.0003898579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006045513,0.0004220999,0.9773817,0.00009849461,0.0001498316,0.0006785017,0.005091021,0.005670929,0.003877671,0.000005324367,0.0004561127,0.0001227738],"study_design_scores_gemma":[0.01596106,0.00142217,0.9608435,0.0003377159,0.00009083842,0.0001138646,0.005403552,0.01200344,0.002985885,0.00001153831,0.0006085786,0.0002178253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995864,0.0001345504,0.00003994244,0.002357494,0.00004489283,0.001428859,0.00003383618,0.00001701792,0.00007935337],"genre_scores_gemma":[0.9990584,0.00001347154,0.00002362416,0.0002307579,0.0000607486,0.00001169295,0.000007371016,0.00001150867,0.0005824338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3168938,"threshold_uncertainty_score":0.9973666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2108839558620662,"score_gpt":0.4467125873626202,"score_spread":0.2358286315005539,"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."}}