{"id":"W4389218920","doi":"10.1182/blood-2023-181296","title":"Indolent Lymphoma Care Delivery and Outcomes during the COVID-19 Pandemic in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Rituximab; Pandemic; Regimen; Cohort; Internal medicine; Pediatrics; Prednisone; Lymphoma; Disease; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.000618842,0.0003683487,0.0005155054,0.001193382,0.003411592,0.001598859,0.001509516,0.0004949945,0.001902525],"category_scores_gemma":[0.002634973,0.0004333538,0.0006538552,0.005092993,0.0009969971,0.0005629755,0.001242518,0.0008395512,0.0001767473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06826048,"about_ca_system_score_gemma":0.06977029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948679,"about_ca_topic_score_gemma":0.9966738,"domain_scores_codex":[0.9983733,0.0000938069,0.0001278823,0.0002765844,0.0003392554,0.0007890031],"domain_scores_gemma":[0.9947004,0.0002182129,0.001782549,0.0001207638,0.001573136,0.001604922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236817,0.00003850493,0.9942092,0.00007398127,0.00005923708,0.0001362274,0.0009394435,0.0001358185,0.0001261767,0.0001134595,0.001554878,0.002489359],"study_design_scores_gemma":[0.00002413421,0.00005646782,0.9958314,0.00009773061,0.00003911154,0.0001310857,0.001950811,0.0002469767,0.00006152698,0.00003356601,0.001510202,0.00001691298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842061,0.00138767,0.0001103156,0.0008409704,0.00002235818,0.0001359705,0.01075279,0.00001430168,0.002529448],"genre_scores_gemma":[0.9954545,0.0007841281,0.0001573045,0.0002956855,0.00001444355,0.00005657061,0.002651962,0.000005949412,0.0005794151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06826048,"threshold_uncertainty_score":0.4952667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737886847943318,"score_gpt":0.3192876827995117,"score_spread":0.2719088143200785,"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."}}