{"id":"W2622499156","doi":"10.1002/hon.2437_25","title":"CELL OF ORIGIN COMBINED WITH CNS INTERNATIONAL PROGNOSTIC INDEX IMPROVES IDENTIFICATION OF DLBCL PATIENTS WITH HIGH CNS RELAPSE RISK AFTER INITIAL IMMUNOCHEMOTHERAPY","year":2017,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; BC Cancer Agency","funders":"","keywords":"International Prognostic Index; Diffuse large B-cell lymphoma; Internal medicine; Medicine; Oncology; Proportional hazards model; Rituximab; Lymphoma","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":[0.0007291819,0.0004229195,0.0007198052,0.0006269714,0.0002146089,0.0008392948,0.0003310362,0.0002431183,0.001512644],"category_scores_gemma":[0.001779126,0.0001140193,0.000503178,0.0004881358,0.0001727095,0.0003780217,0.0005038915,0.0005626734,0.0002966792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004554976,"about_ca_system_score_gemma":0.0003630806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021329,"about_ca_topic_score_gemma":0.004759663,"domain_scores_codex":[0.9996407,0.0001112127,0.00002879448,0.0000880743,0.0000824762,0.00004865985],"domain_scores_gemma":[0.9989957,0.0002142958,0.0003928579,0.00006611009,0.000112454,0.0002186381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002375124,0.0001099245,0.9704466,0.0000407415,0.0002188888,0.00005119383,0.00003562546,0.0004230862,0.001973603,0.00002877704,0.0005168377,0.02377952],"study_design_scores_gemma":[0.0001070119,0.0009907339,0.9908314,0.00003579727,0.0004361728,0.000381283,0.00007598641,0.004550864,0.001193659,0.0001753182,0.001209021,0.00001260042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969563,0.001186587,0.000360119,0.0001684847,0.00001870351,0.00002169296,0.0003438169,0.00003017423,0.0009141481],"genre_scores_gemma":[0.9985839,0.0001830692,0.0003980277,0.00005855526,0.00002032669,0.00001076066,0.0004992759,0.000006109883,0.0002399914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002021329,"threshold_uncertainty_score":0.005060315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157200927603392,"score_gpt":0.2885455688386938,"score_spread":0.2769735595626598,"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."}}