{"id":"W2890928464","doi":"10.1007/s11864-018-0569-2","title":"Central Nervous System Prophylaxis Strategies in Diffuse Large B Cell Lymphoma","year":2018,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Methotrexate; Diffuse large B-cell lymphoma; Chemotherapy; Internal medicine; Oncology; Lymphoma; Central nervous system; CHOP","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001927626,0.001010639,0.003371466,0.001033201,0.0001254947,0.00006562237,0.0002342943,0.0007471016,0.00006359657],"category_scores_gemma":[0.00002481334,0.0007241422,0.0008746005,0.0008140936,0.0001623846,0.0001011608,0.0001240821,0.0002837715,0.0003891171],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01811317,"about_ca_system_score_gemma":0.003305178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002037432,"about_ca_topic_score_gemma":0.0007568711,"domain_scores_codex":[0.9955175,0.0005316726,0.001415481,0.001137038,0.0002690582,0.001129251],"domain_scores_gemma":[0.9979232,0.0003287461,0.0004614116,0.0009012527,0.00007664796,0.0003087248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005267573,0.06521212,0.0009655379,0.008529116,0.0002626766,0.001039416,0.0003179646,0.000001828185,5.679381e-8,0.0011534,0.0002705948,0.9221946],"study_design_scores_gemma":[0.01949455,0.003876943,0.002802753,0.0120702,0.001862681,0.0004365168,0.0004799056,0.00003826747,9.605774e-7,0.00001147737,0.9584321,0.0004936357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009978001,0.9809261,0.00000996382,0.00002751641,0.002019182,0.004480094,0.0003609486,0.0001348102,0.002063359],"genre_scores_gemma":[0.01686664,0.9758134,0.0002406429,0.000005787403,0.0005173073,0.004847026,0.001398205,0.00009763714,0.0002133582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9581615,"threshold_uncertainty_score":0.999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791264979052666,"score_gpt":0.3928553400908704,"score_spread":0.3249426903003437,"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."}}