{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614713,0.0001040994,0.0003350627,0.00002919262,0.0001003078,0.00002116038,0.0001268215,0.00004803023,0.00004917688],"category_scores_gemma":[0.0003902505,0.00006752562,0.00002690702,0.0003057458,0.00002063602,0.00005130741,0.000102895,0.00008112617,6.219631e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682479,"about_ca_system_score_gemma":0.00891691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875478,"about_ca_topic_score_gemma":0.9889684,"domain_scores_codex":[0.999073,0.00006360971,0.0002557079,0.0001926359,0.0001069491,0.0003081012],"domain_scores_gemma":[0.9982936,0.001089319,0.00008521937,0.0002168204,0.00003425135,0.0002808089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006697479,0.00001088965,0.9537977,0.000262953,0.00004097695,0.0000195968,0.000620815,0.006564083,0.00001025835,0.00001591915,0.01715096,0.02083608],"study_design_scores_gemma":[0.00379992,0.0001010074,0.9467577,0.000214292,0.00003900245,0.000007028421,0.0001987932,0.001891946,0.00002059322,0.0002981554,0.04659414,0.00007738156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9347289,0.001259969,0.00001382996,0.06217777,0.0001163124,0.001586196,0.00007166588,0.00001532056,0.00003008747],"genre_scores_gemma":[0.9893435,0.003033936,0.00002923353,0.005917952,0.0004664093,0.0002423368,0.00002395655,0.00001369779,0.0009289426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05625981,"threshold_uncertainty_score":0.9967016,"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."}}