{"id":"W4205510931","doi":"10.21203/rs.3.rs-1157249/v1","title":"Uptake of Screening Mammogram in West-central Illinois During COVID-19 Pandemic: Lessons Learned","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mammography; Geography; Breast cancer; Cancer; Infectious disease (medical specialty); Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001129569,0.0002430462,0.0002117169,0.0007030275,0.0004926902,0.001261668,0.0009251909,0.0007195398,0.001192167],"category_scores_gemma":[0.002930061,0.0001908032,0.0002179023,0.0008860801,0.0005364236,0.0009847821,0.000644589,0.0008307631,0.0001586057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853634,"about_ca_system_score_gemma":0.004346123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2608362,"about_ca_topic_score_gemma":0.3835536,"domain_scores_codex":[0.9992701,0.0002159175,0.00003448866,0.0001400395,0.0001029925,0.0002363032],"domain_scores_gemma":[0.9986118,0.000332794,0.0002386301,0.00004305995,0.000416268,0.000357364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008700566,0.0001163108,0.9431757,0.00015191,0.00002732118,0.0004401021,0.003642129,0.0004692925,0.0004270651,0.0003390163,0.005671096,0.04545299],"study_design_scores_gemma":[0.000006221383,0.0001389197,0.9758109,0.0004108979,0.00002656122,0.0001727581,0.01610307,0.001686388,0.0002971212,0.0003405683,0.004974046,0.00003250155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695892,0.001964712,0.0004813517,0.01930777,0.00009609789,0.00003567306,0.000827898,0.00005634803,0.007641016],"genre_scores_gemma":[0.9959587,0.001011932,0.0005223399,0.001168905,0.0000524504,0.00002502141,0.0004540395,0.0000109301,0.0007955701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608362,"threshold_uncertainty_score":0.518636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4044681414632532,"score_gpt":0.5160214593570402,"score_spread":0.111553317893787,"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."}}