{"id":"W4220811326","doi":"10.1002/cam4.4692","title":"Patient‐reported outcomes provide prognostic information for survival in patients with diffuse large B‐cell lymphoma: Analysis of 1239 patients from the <scp>GOYA</scp> study","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Internal medicine; International Prognostic Index; Oncology; Diffuse large B-cell lymphoma; Proportional hazards model; Quality of life (healthcare); Rituximab; Lymphoma; Population; B symptoms; Performance status; Cancer; Progression-free survival; Prognostic variable; Chemotherapy","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":[0.0002739594,0.0002811568,0.0008990169,0.0003430508,0.0001593987,0.00001061325,0.0001450736,0.0000401434,0.00005543872],"category_scores_gemma":[0.000597631,0.0001563796,0.0001326159,0.001108534,0.00006192426,0.0001403287,0.0001082572,0.00009114138,9.580814e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005531608,"about_ca_system_score_gemma":0.0002176327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876661,"about_ca_topic_score_gemma":0.0007278382,"domain_scores_codex":[0.9971519,0.0001207818,0.00089834,0.0003369507,0.001151115,0.0003409243],"domain_scores_gemma":[0.9974535,0.0007914723,0.0007124764,0.0005122892,0.0004079308,0.0001223655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003454449,0.0148826,0.9674395,0.00004455875,0.001993608,0.000009055688,0.009982861,0.00005600853,7.049139e-7,0.000003508203,0.0008807864,0.004361359],"study_design_scores_gemma":[0.0691236,0.003644431,0.9141484,0.0000671174,0.004887663,1.175605e-7,0.006044835,0.0001918847,0.00001494832,0.000003623739,0.001807863,0.00006554743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993688,0.0002448472,0.00001515509,0.0002026107,0.000344037,0.004592141,0.0007976173,0.00002734881,0.00008820732],"genre_scores_gemma":[0.9941813,0.00001343466,0.00001924197,0.0007052898,0.0000311236,0.002340137,0.002649707,0.00002307786,0.00003662954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06877816,"threshold_uncertainty_score":0.6376976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137888341394308,"score_gpt":0.253564408286199,"score_spread":0.2421855248722559,"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."}}