{"id":"W2132432381","doi":"10.1002/ajh.24223","title":"Personalized risk prediction for event‐free survival at 24 months in patients with diffuse large B‐cell lymphoma","year":2015,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Internal medicine; Diffuse large B-cell lymphoma; Clinical endpoint; Statistic; Oncology; Population; Anthracycline; Framingham Risk Score; Disease; Lymphoma; Cancer; Clinical trial; Statistics; Mathematics; Breast cancer","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":[0.003427841,0.0005465294,0.0007492497,0.0007962848,0.00018441,0.0009542647,0.0006068393,0.0004896268,0.0004564275],"category_scores_gemma":[0.008089807,0.0002253897,0.0008056198,0.0005126836,0.0002063125,0.0004053229,0.0006422128,0.001125855,0.0001487156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005512732,"about_ca_system_score_gemma":0.0005630809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375614,"about_ca_topic_score_gemma":0.003375958,"domain_scores_codex":[0.9989349,0.0005972064,0.00005480062,0.0002261357,0.0001067489,0.00008025503],"domain_scores_gemma":[0.9964088,0.002399181,0.0006247747,0.0002718609,0.0001421489,0.0001532453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001190607,0.0001617312,0.8286414,0.00004437563,0.0005297455,0.000222341,0.00009696042,0.1171616,0.0006471747,0.0004117872,0.001537784,0.04935454],"study_design_scores_gemma":[0.0001271588,0.0004427686,0.2196051,0.00002384457,0.0002332234,0.0003693452,0.00006541146,0.7739174,0.0007889504,0.00302043,0.001360459,0.00004582449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801994,0.0007538523,0.01688573,0.0005733485,0.00002302814,0.00003935206,0.0009432158,0.0001498497,0.0004323792],"genre_scores_gemma":[0.9953982,0.0001060534,0.00318679,0.0000666602,0.00002116905,0.00002266295,0.001048729,0.00001178741,0.0001380407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003427841,"threshold_uncertainty_score":0.0181284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009678997285731131,"score_gpt":0.2435538351325134,"score_spread":0.2338748378467823,"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."}}