{"id":"W4315436700","doi":"10.1001/jamanetworkopen.2022.50394","title":"Timeliness and Modality of Treatment for New Cancer Diagnoses During the COVID-19 Pandemic in Canada","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Princess Margaret Cancer Centre; Health Sciences Centre; Women's College Hospital; Cancer Care Ontario; Queen's University; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Ontario Institute for Cancer Research; University of Toronto","funders":"Eisai; Ipsen Biopharmaceuticals; Sunnybrook Foundation; Institute for Clinical Evaluative Sciences; Exelixis; AstraZeneca; Bristol-Myers Squibb; Eli Lilly and Company; Canadian Institutes of Health Research; Ipsen; Sunnybrook Research Institute","keywords":"Medicine; Pandemic; Retrospective cohort study; Medical diagnosis; Cancer; Population; Cancer registry; Cohort; Coronavirus disease 2019 (COVID-19); Emergency medicine; Pediatrics; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006024956,0.0002441932,0.0003355657,0.0008175054,0.001788475,0.0009720539,0.001170234,0.0003872182,0.002665585],"category_scores_gemma":[0.002812137,0.0003086575,0.0006305322,0.002467056,0.0005442101,0.0004180082,0.0009449611,0.00106931,0.0001208944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02972168,"about_ca_system_score_gemma":0.03803677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903921,"about_ca_topic_score_gemma":0.9939526,"domain_scores_codex":[0.9988548,0.0000672,0.00008208302,0.0002166718,0.0002748127,0.0005045492],"domain_scores_gemma":[0.9974505,0.0001465415,0.001090798,0.00007711552,0.0006314839,0.0006034897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009600856,0.00001972599,0.9946241,0.00004058177,0.00004806551,0.00004480907,0.0003332734,0.0002242762,0.00008513613,0.0001346096,0.001557029,0.00279233],"study_design_scores_gemma":[0.00001502993,0.00002766109,0.9966769,0.00005965532,0.00002866205,0.00007337114,0.001053792,0.0006630383,0.00006500421,0.00005596883,0.001264294,0.00001661457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795672,0.001363149,0.000281526,0.001328826,0.00003096764,0.00007880401,0.01493995,0.00001927536,0.002390306],"genre_scores_gemma":[0.9954195,0.0005988666,0.000216069,0.0001812398,0.00001187732,0.00002715052,0.002957179,0.000005297854,0.0005826993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02972168,"threshold_uncertainty_score":0.2156469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685639477960601,"score_gpt":0.4457033968245539,"score_spread":0.2771394490284938,"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."}}