{"id":"W4367852933","doi":"10.3390/curroncol30050352","title":"Estimating the Burden of Illness of Relapsed Follicular Lymphoma and Marginal Zone Lymphoma in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Medicine; Follicular lymphoma; Internal medicine; Lymphoma; Oncology; Cancer","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":[0.000600488,0.0003449579,0.0003951404,0.002015031,0.001388392,0.001121728,0.001404511,0.0003074812,0.001642322],"category_scores_gemma":[0.002480034,0.0003109768,0.0006950506,0.004038879,0.000382266,0.0003871055,0.0008096868,0.0004474193,0.0001699975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05074324,"about_ca_system_score_gemma":0.03608945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964482,"about_ca_topic_score_gemma":0.9968495,"domain_scores_codex":[0.9991346,0.00007685098,0.00007572657,0.00008814169,0.0003455382,0.000279135],"domain_scores_gemma":[0.9976385,0.0001354483,0.0006164536,0.00005924807,0.001121973,0.0004285074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004286858,0.00001366833,0.9940609,0.00005126213,0.00007448466,0.00008389467,0.0002326082,0.0006199107,0.00008840195,0.0001109564,0.001483964,0.003136991],"study_design_scores_gemma":[0.00001002178,0.00001368015,0.9962417,0.00004608004,0.00003406938,0.00006133558,0.0006214565,0.001408364,0.00003552951,0.00003542067,0.001483786,0.000008584875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766367,0.001524635,0.0003254068,0.0007647244,0.00001488154,0.0001518518,0.01710847,0.00002253256,0.003450852],"genre_scores_gemma":[0.9926232,0.0008180804,0.0005078753,0.00009255696,0.000008814694,0.00004067001,0.005179995,0.000005573638,0.0007232024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05074324,"threshold_uncertainty_score":0.3681697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782033243266207,"score_gpt":0.3141249817923656,"score_spread":0.2763046493597035,"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."}}