{"id":"W4380078621","doi":"10.1002/hon.3165_666","title":"ASSOCIATION OF COVID‐19 PANDEMIC WITH INDOLENT LYMPHOMA CARE DELIVERY AND OUTCOMES IN ONTARIO, CANADA: A POPULATION‐BASED ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Pandemic; Hazard ratio; Regimen; Cohort; Population; Rituximab; Confidence interval; Retrospective cohort study; Internal medicine; Emergency medicine; Pediatrics; Coronavirus disease 2019 (COVID-19); Disease; Lymphoma; Infectious disease (medical specialty); Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294449,0.0001159853,0.000892617,0.0003418308,0.00004808211,0.000003043558,0.00004219748,0.0002525175,0.0001054722],"category_scores_gemma":[0.0008555867,0.00008201904,0.00006561813,0.0005539625,0.00002870527,0.00001960739,0.00003015439,0.0001555069,0.000001223606],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006182097,"about_ca_system_score_gemma":0.005681499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9469824,"about_ca_topic_score_gemma":0.9989236,"domain_scores_codex":[0.9986524,0.0001547969,0.000392857,0.0002357432,0.0002867899,0.0002774083],"domain_scores_gemma":[0.9980988,0.001195059,0.0002168326,0.0001283985,0.0001079361,0.0002529864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000311477,0.00007981487,0.9972201,0.0001558298,0.0001628587,0.0003295824,0.0006325866,0.0002029468,0.000004797826,0.00003523577,0.0001539805,0.0007108097],"study_design_scores_gemma":[0.002766658,0.0004283943,0.994318,0.00002270328,0.0003155255,0.00002554554,0.0005402992,0.0001850861,0.000004476519,0.00002977383,0.001283681,0.00007987222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926227,0.00008073701,0.00002020388,0.006804732,0.00003231674,0.0003034424,0.00001588539,0.00004357846,0.00007635439],"genre_scores_gemma":[0.9958518,0.00002135357,0.0001243273,0.003708985,0.000005438438,0.00002778246,0.0001501514,0.000005053759,0.0001051422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05194119,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06870494288643084,"score_gpt":0.3726465455330916,"score_spread":0.3039416026466608,"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."}}