{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146422,0.0001832134,0.0006091233,0.00008234172,0.00007588001,0.00001638312,0.0001858234,0.0001888662,0.0001327642],"category_scores_gemma":[0.0001654255,0.0001085667,0.00008173284,0.00005671278,0.0004428923,0.00008621613,0.00006339572,0.0001382964,0.00001112994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107345,"about_ca_system_score_gemma":0.0001528276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000150219,"about_ca_topic_score_gemma":0.00003190571,"domain_scores_codex":[0.9986681,0.00006266093,0.0005022332,0.0003028311,0.0002825549,0.0001816017],"domain_scores_gemma":[0.997999,0.0002152316,0.0009275012,0.0004346813,0.000346313,0.0000772764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007334873,0.007397328,0.9804459,0.00006343317,0.0002802259,0.000108606,0.0001065961,8.056095e-7,0.0004465194,0.0006502625,0.00007773969,0.003087756],"study_design_scores_gemma":[0.015138,0.006265281,0.9672387,0.00009666807,0.0002404756,0.00003380144,0.00003319247,0.0000320885,0.01041213,0.0002252529,0.0001736036,0.0001108393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997792,0.0000643523,0.000120244,0.0004465726,0.0001593989,0.0007926062,0.0000605702,0.00002081074,0.000543455],"genre_scores_gemma":[0.9984536,0.00009323806,0.0009717933,0.00006893496,0.00002481053,0.000227366,0.00009879468,0.00001724415,0.00004418321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01320719,"threshold_uncertainty_score":0.4427221,"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."}}