{"id":"W3095131012","doi":"10.1182/blood-2020-138848","title":"Real-World Outcome of Dose-Adjusted EPOCH-R, a Single-Centre Experience","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Epoch (astronomy); Lymphoma; Internal medicine; Regimen; Oncology; Surgery","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":[0.0009768109,0.0002629323,0.0003402854,0.0002945196,0.0003765544,0.0008178385,0.000364276,0.0003246469,0.001405541],"category_scores_gemma":[0.00230356,0.0001482811,0.0003954166,0.0006631513,0.0003798278,0.0003845169,0.0006315697,0.0004303094,0.0005002269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977094,"about_ca_system_score_gemma":0.001068426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007607212,"about_ca_topic_score_gemma":0.01030905,"domain_scores_codex":[0.9994192,0.0002198935,0.00006012086,0.0001149204,0.00008568039,0.0001002175],"domain_scores_gemma":[0.9981275,0.0002580515,0.00064828,0.0002019359,0.0002392913,0.0005249471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007454317,0.001606286,0.9332122,0.000167266,0.0003485782,0.002599851,0.001425014,0.001795608,0.003335814,0.0002598743,0.002362236,0.04543301],"study_design_scores_gemma":[0.001460739,0.01333663,0.9682067,0.00009981046,0.0002699023,0.005404236,0.001283423,0.001251084,0.001328281,0.0001784122,0.007110142,0.0000705522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976286,0.0003109229,0.000162,0.00008177744,0.000005329132,0.00006594959,0.0006568399,0.00001044485,0.001078138],"genre_scores_gemma":[0.9979672,0.0002838907,0.0002334268,0.0001085417,0.00001707108,0.00004846132,0.0009856375,0.000009166296,0.0003467011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007607212,"threshold_uncertainty_score":0.01512587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07029184088477827,"score_gpt":0.2961280615567769,"score_spread":0.2258362206719986,"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."}}