{"id":"W3023631491","doi":"10.1182/bloodadvances.2020001518","title":"Patients with high-risk DLBCL benefit from dose-dense immunochemotherapy combined with early systemic CNS prophylaxis","year":2020,"lang":"en","type":"article","venue":"Blood Advances","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Helsingin Yliopisto; Amgen","keywords":"Medicine; Internal medicine; Oncology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000400601,0.0003422358,0.0006219794,0.0001076355,0.0001536123,0.0002499081,0.0001985979,0.0003508305,0.0008979723],"category_scores_gemma":[0.0005187261,0.0001597035,0.0004266717,0.0001187864,0.0002214428,0.0002229359,0.0001363433,0.0006570888,0.0001276385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903681,"about_ca_system_score_gemma":0.0002977929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002908702,"about_ca_topic_score_gemma":0.001136919,"domain_scores_codex":[0.9998574,0.0000768102,0.000008599483,0.00001869208,0.00001436718,0.00002405394],"domain_scores_gemma":[0.9997513,0.00006357047,0.00005392929,0.00001507465,0.00001017918,0.0001060188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3362236,0.0285986,0.1372349,0.0006844873,0.001884593,0.0004888333,0.0002023718,0.005078481,0.05957758,0.000283624,0.00254015,0.4272027],"study_design_scores_gemma":[0.1718853,0.4156814,0.3929697,0.0000984748,0.001561564,0.001428354,0.0001069197,0.003034234,0.006985387,0.0004385685,0.005767423,0.00004280751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983439,0.0009644229,0.0001098027,0.0000957595,0.00001705977,0.00008557826,0.00002974227,0.000008786065,0.0003449162],"genre_scores_gemma":[0.998413,0.0005044122,0.0003551034,0.0002141406,0.00007207989,0.00007838321,0.0001590717,0.000001725506,0.0002021463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008979723,"threshold_uncertainty_score":0.003004014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004630928837424983,"score_gpt":0.1920785571373307,"score_spread":0.1874476282999057,"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."}}