{"id":"W4380051958","doi":"10.3390/curroncol30060418","title":"Estimating the Associated Burden of Illness and Healthcare Utilization of Newly Diagnosed Patients Aged ≥65 with Mantle Cell Lymphoma (MCL) in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Medicine; Mantle cell lymphoma; Bendamustine; Health care; Rituximab; Internal medicine; Retrospective cohort study; Population; Lymphoma; Pediatrics; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004153374,0.0003017523,0.0003084733,0.001457003,0.001436356,0.0008706801,0.0009737697,0.0002890214,0.001664745],"category_scores_gemma":[0.001644693,0.0002820239,0.0007342254,0.002526409,0.0003418525,0.0003090149,0.0007205382,0.0004366084,0.0001822062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02662893,"about_ca_system_score_gemma":0.01863272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929181,"about_ca_topic_score_gemma":0.99387,"domain_scores_codex":[0.9994026,0.0000422178,0.00005794831,0.0000868425,0.0001910802,0.0002193298],"domain_scores_gemma":[0.9985895,0.00006530236,0.0004674956,0.00004246024,0.0005298142,0.0003054343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002090508,0.000008746924,0.9979653,0.00001711296,0.0000272292,0.00002929008,0.0001286953,0.0001054701,0.00003846482,0.00002604684,0.000453318,0.001179439],"study_design_scores_gemma":[0.000004260896,0.0000100287,0.9985712,0.00002345322,0.00001755738,0.00003459649,0.0004484213,0.0003468266,0.00002073535,0.00001251825,0.0005067577,0.00000375903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883298,0.0007354921,0.0001598338,0.0003347119,0.000009866339,0.00007517538,0.008636232,0.000009438224,0.001709428],"genre_scores_gemma":[0.9954734,0.0005100562,0.0002701666,0.00007643813,0.000007926019,0.00002692132,0.003043985,0.000002600419,0.0005883683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02662893,"threshold_uncertainty_score":0.1932073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932841562565584,"score_gpt":0.3194786780561849,"score_spread":0.270150262430529,"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."}}