{"id":"W4385169799","doi":"10.1016/j.eclinm.2023.102081","title":"Potential global loss of life expected due to COVID-19 disruptions to organised colorectal cancer screening","year":2023,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"Cancer Council NSW; National Health and Medical Research Council; Health Canada; Minderoo Foundation; ZonMw; Roche; Cancer Couch Foundation; Australian Government","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Colorectal cancer screening; Colorectal cancer; Microsimulation; Pandemic; Cancer screening; Environmental health; Cancer; Demography; Colonoscopy; Disease; Internal medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008553701,0.0002674095,0.001033524,0.0003203779,0.0001776804,0.00001187539,0.0002338172,0.0002276426,0.001529152],"category_scores_gemma":[0.0169181,0.0002276551,0.0001825344,0.002649074,0.0001877514,0.00004717724,0.0002223936,0.0003486458,0.0002594176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004274969,"about_ca_system_score_gemma":0.002810447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003461415,"about_ca_topic_score_gemma":0.001223541,"domain_scores_codex":[0.9966421,0.0001216247,0.001104454,0.0006048426,0.0008297201,0.0006972644],"domain_scores_gemma":[0.9945431,0.0008072871,0.0001864348,0.0004848638,0.0003521931,0.003626072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01088014,0.0007264052,0.7556372,0.001017781,0.0005406307,0.002523273,0.003866234,0.001010432,0.01271505,0.0002198134,0.1974489,0.01341405],"study_design_scores_gemma":[0.006597381,0.002421985,0.9736943,0.0004662025,0.0002347527,0.00008593482,0.0008615851,0.0005389327,0.0001298641,0.00008820924,0.01461252,0.0002683915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717511,0.0001151944,0.01034269,0.2151926,0.0007815645,0.001094591,0.0002495995,0.0003572032,0.0001154993],"genre_scores_gemma":[0.9472523,0.00008545683,0.0009082257,0.04953032,0.00170396,0.00008181496,0.0001280559,0.00004036637,0.0002694508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.218057,"threshold_uncertainty_score":0.9993836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10247332332869,"score_gpt":0.4788035222729947,"score_spread":0.3763301989443048,"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."}}