{"id":"W4362194832","doi":"10.1002/cam4.5861","title":"Early survival for patients newly diagnosed with cancer during <scp>COVID</scp>‐19 in Ontario, Canada: A population‐based cohort study","year":2023,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Ottawa Hospital; Princess Margaret Cancer Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Women's College Hospital; Cancer Care Ontario; Queen's University; Institute for Clinical Evaluative Sciences; Ontario Institute for Cancer Research; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Sunnybrook Research Institute","keywords":"Medicine; Cohort; Pandemic; Population; Proportional hazards model; Cancer; Cohort study; Retrospective cohort study; Survival analysis; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Environmental health","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":[0.0006858148,0.0004476413,0.0005182914,0.0008119174,0.002008015,0.001191151,0.001227388,0.000501634,0.001594833],"category_scores_gemma":[0.001494963,0.0004374445,0.0008965677,0.002572314,0.0006652602,0.0005381625,0.0008953729,0.0008870499,0.0002414106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01752355,"about_ca_system_score_gemma":0.02186907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9717128,"about_ca_topic_score_gemma":0.9844911,"domain_scores_codex":[0.9992944,0.00003807113,0.00004385146,0.0001740925,0.0001765622,0.0002729771],"domain_scores_gemma":[0.9985965,0.00007145962,0.0003942119,0.000112948,0.0004560713,0.0003688021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008338657,0.00001265052,0.9977641,0.00002652929,0.00005818329,0.0000566409,0.0003082152,0.00004519223,0.00008555556,0.00002998535,0.0007385799,0.0007909258],"study_design_scores_gemma":[0.0000143957,0.00003117283,0.9981303,0.0000361932,0.00004720286,0.00006330914,0.0005009015,0.0001409862,0.00002548473,0.00001745901,0.0009827187,0.000009945416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840147,0.0007945647,0.000132782,0.0003036255,0.0000230252,0.00007766554,0.01326216,0.000009887541,0.001381683],"genre_scores_gemma":[0.9941354,0.0005243376,0.0001184306,0.0001262351,0.0000131378,0.00003770218,0.004430826,0.000004908097,0.0006090139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02828723,"threshold_uncertainty_score":0.1271428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05117607281133523,"score_gpt":0.3570675325313178,"score_spread":0.3058914597199826,"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."}}