{"id":"W2063691874","doi":"10.1182/blood-2013-09-524108","title":"An enhanced International Prognostic Index (NCCN-IPI) for patients with diffuse large B-cell lymphoma treated in the rituximab era","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":953,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute","keywords":"Rituximab; International Prognostic Index; Diffuse large B-cell lymphoma; Medicine; Internal medicine; Lymphoma; Oncology","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":[0.001153,0.000454393,0.0005137573,0.001893352,0.0002320762,0.0007186377,0.0004162379,0.0003151036,0.001451454],"category_scores_gemma":[0.005556213,0.00009524873,0.0003893781,0.001486056,0.0001639649,0.0005417224,0.0006880219,0.0004997737,0.0003738167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007970196,"about_ca_system_score_gemma":0.001099139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00648508,"about_ca_topic_score_gemma":0.0105206,"domain_scores_codex":[0.9995097,0.00009053735,0.00008370271,0.00009560717,0.0001583968,0.00006218027],"domain_scores_gemma":[0.9980206,0.0003652796,0.0007161635,0.0001608328,0.0005075529,0.0002294632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004957668,0.00004876984,0.9699996,0.00003160454,0.00007115249,0.00009343226,0.00004286187,0.001181598,0.000356925,0.0001225885,0.00235045,0.02520521],"study_design_scores_gemma":[0.00005787784,0.0001999435,0.9853,0.0000217708,0.00008556058,0.0004012571,0.00004341726,0.01047021,0.0003473588,0.0002583726,0.002795367,0.00001875948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981051,0.0007147646,0.00386334,0.0003132935,0.00005085907,0.0002970294,0.007765937,0.0001854283,0.005758293],"genre_scores_gemma":[0.9802485,0.0002317177,0.005866829,0.0000784554,0.00006008985,0.0002192661,0.01256225,0.0000204651,0.0007125051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00648508,"threshold_uncertainty_score":0.01289463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004760218311381972,"score_gpt":0.222502393562567,"score_spread":0.2177421752511851,"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."}}