{"id":"W4415712343","doi":"10.1200/cci-24-00327","title":"Measuring the Association Between the COVID-19 Pandemic and Cancer Incidence by Sex Using a Quasi-Experimental Study Design","year":2025,"lang":"en","type":"article","venue":"JCO Clinical Cancer Informatics","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba","funders":"","keywords":"Pandemic; Incidence (geometry); Cancer incidence; Cancer; Association (psychology); Colorectal cancer; Epidemiology; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01220518,0.0006648308,0.0006274183,0.0005057351,0.001236264,0.000809781,0.001439313,0.0009993588,0.002850735],"category_scores_gemma":[0.0131826,0.0006149811,0.001304684,0.0005038804,0.001963233,0.0005643573,0.0007183878,0.0008592632,0.0002559571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003666075,"about_ca_system_score_gemma":0.005618962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05708321,"about_ca_topic_score_gemma":0.05651272,"domain_scores_codex":[0.9899593,0.006697958,0.0003919126,0.001548351,0.0008635462,0.0005389729],"domain_scores_gemma":[0.9871354,0.004728618,0.0042961,0.002052388,0.00126354,0.0005241128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01558524,0.01619551,0.9176601,0.001213295,0.003217498,0.0002641735,0.003599422,0.002333641,0.007474506,0.003984889,0.001962131,0.02650968],"study_design_scores_gemma":[0.003979733,0.06454716,0.9036317,0.000231749,0.001344627,0.0001209255,0.002425238,0.009284886,0.003785414,0.002187363,0.008351661,0.0001095439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846955,0.0005329973,0.006791579,0.0002951606,0.0002154445,0.004645074,0.001410361,0.00004263741,0.001371236],"genre_scores_gemma":[0.9760541,0.0002022139,0.008955096,0.0006940688,0.00006608797,0.01158244,0.0006603898,0.000009370443,0.001776227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05708321,"threshold_uncertainty_score":0.1135019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4145686321778838,"score_gpt":0.5495643637799682,"score_spread":0.1349957316020844,"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."}}