{"id":"W3041533404","doi":"10.3747/co.27.6769","title":"Management of Chronic Lymphocytic Leukemia in Canada during the Coronavirus Pandemic","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; Impact; Fluidigm (Canada); William Osler Health System; Brampton Civic Hospital; Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency","funders":"Janssen Canada","keywords":"Chronic lymphocytic leukemia; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Hematology; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Immunology; Disease; Leukemia; Internal medicine; Virology; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001900555,0.000162385,0.0004438183,0.00005303149,0.00004165881,0.000003713428,0.0003289862,0.0000672942,0.0002381506],"category_scores_gemma":[0.00005073592,0.0001214791,0.00006573827,0.000389768,0.000151405,0.00002811827,0.0002872364,0.0003979838,0.00003935234],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.4202426,"about_ca_system_score_gemma":0.1223005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3539824,"about_ca_topic_score_gemma":0.3491107,"domain_scores_codex":[0.9981179,0.0001003609,0.000477988,0.0003331769,0.0004555686,0.0005150505],"domain_scores_gemma":[0.9991211,0.0001651974,0.000118542,0.0003455461,0.00005085933,0.0001987191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005124183,0.0003188034,0.1316704,0.0176971,0.001022522,0.0101688,0.003200238,0.02052315,0.004558574,0.001053784,0.007793457,0.796869],"study_design_scores_gemma":[0.138979,0.002035303,0.1761519,0.001903968,0.0005176806,0.001331444,0.003574012,0.3930376,0.003878288,0.00009194711,0.2776502,0.0008485874],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895005,0.007520338,0.00001507525,0.0003336722,0.0004077827,0.0006886906,0.000007888096,0.000024945,0.001501129],"genre_scores_gemma":[0.9967278,0.002699683,0.00001647786,0.0001558863,0.0001862604,0.0000732133,0.00001060854,0.00002030118,0.0001098241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7960204,"threshold_uncertainty_score":0.8826753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097209287462158,"score_gpt":0.3857072695910942,"score_spread":0.2759863408448784,"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."}}