{"id":"W4226075892","doi":"10.3389/fnume.2022.829138","title":"Ki67 Immunohistochemical Expression Level ≥70%, Bulky Presentation ≥7.5 cm, Meningeal Lymphomatosis, and Interim PET ΔSUVmax After 4 Treatment Cycles <71% as Parts of a Practical Scoring System to Predict Progression-Free Survival and Overall Survival in Diffuse Large B-Cell Lymphoma","year":2022,"lang":"en","type":"article","venue":"Frontiers in Nuclear Medicine","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Université de Bretagne Occidentale","keywords":"Medicine; Vincristine; Rituximab; Internal medicine; Prednisone; Diffuse large B-cell lymphoma; Cyclophosphamide; Oncology; Etoposide; Progression-free survival; Survival analysis; Lymphoma; Surgery; Gastroenterology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006153713,0.000428431,0.001082533,0.0004240719,0.0001450126,0.00002680191,0.0001516835,0.000113182,0.00005311329],"category_scores_gemma":[0.0002435204,0.0003411602,0.00008846915,0.0002448776,0.0001937092,0.0001642709,0.0005606645,0.0001626124,0.00000197195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487001,"about_ca_system_score_gemma":0.000149841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005124089,"about_ca_topic_score_gemma":0.00002932034,"domain_scores_codex":[0.9966516,0.0002762029,0.0008261886,0.0007598153,0.0009585024,0.0005277143],"domain_scores_gemma":[0.9985272,0.0002198936,0.0002598114,0.0005558111,0.00005488417,0.0003824159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02817924,0.02631008,0.8737063,0.001586171,0.0005031165,0.005432796,0.01797311,0.00001167555,0.02094349,0.0004559873,0.01771141,0.00718662],"study_design_scores_gemma":[0.2327158,0.01299151,0.6731356,0.008249148,0.00104655,0.001603429,0.04604884,0.006079452,0.007811575,0.0001314333,0.008959533,0.001227037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927865,0.002604262,0.00003915563,0.001640631,0.0008975957,0.001445793,0.0001007846,0.00006379717,0.0004214603],"genre_scores_gemma":[0.9954015,0.0004873331,0.003033392,0.0001181945,0.0001196899,0.0005912733,0.00008929163,0.00007350957,0.00008579224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2045366,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759440043442422,"score_gpt":0.2882900748059092,"score_spread":0.270695674371485,"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."}}