{"id":"W7132632697","doi":"","title":"Prioritisation of colonoscopy services in colorectal cancer screening programmes to minimise impact of COVID-19 pandemic on predicted cancer burden: A comparative modelling study","year":2021,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Colorectal cancer; Colorectal cancer screening; Pandemic; Cancer screening; Cancer; Coronavirus disease 2019 (COVID-19)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002891738,0.001164883,0.001124545,0.001275673,0.0005152551,0.001568454,0.002059555,0.002336016,0.006499806],"category_scores_gemma":[0.008707655,0.0005597728,0.002866259,0.001051371,0.0006059674,0.001304953,0.001253322,0.001567921,0.0002856244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005752905,"about_ca_system_score_gemma":0.00356288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09633497,"about_ca_topic_score_gemma":0.05382396,"domain_scores_codex":[0.9982029,0.001140602,0.00004796999,0.0001609048,0.00007196068,0.0003756358],"domain_scores_gemma":[0.9900922,0.007898582,0.0007547169,0.000241101,0.0005213646,0.0004920809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007764434,0.0005628587,0.0115733,0.0001657036,0.0002868726,0.0001211844,0.00009236375,0.9795879,0.0002409686,0.002228195,0.0006657411,0.003698451],"study_design_scores_gemma":[0.0003600997,0.001344193,0.009483533,0.00007050131,0.000280973,0.00004841475,0.0005220795,0.9851258,0.0002355348,0.001627721,0.0008519403,0.00004923615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821849,0.0006606556,0.006695948,0.0008772478,0.00005905984,0.000278264,0.001801987,0.00005672914,0.00738522],"genre_scores_gemma":[0.9947121,0.0002691237,0.002852913,0.0001035441,0.00001500018,0.0001872685,0.0004751456,0.00001217217,0.00137283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09633497,"threshold_uncertainty_score":0.1915485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06975770723696904,"score_gpt":0.3957137319626545,"score_spread":0.3259560247256854,"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."}}