{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004926381,0.0003396879,0.0002589424,0.0004044498,0.0002717566,0.0004617295,0.0002768074,0.000164902,0.0009025369],"category_scores_gemma":[0.000497895,0.0001930081,0.000226383,0.0003180435,0.0002347646,0.000241818,0.000364059,0.0002616634,0.0001713546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004387414,"about_ca_system_score_gemma":0.0003003648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187955,"about_ca_topic_score_gemma":0.009399701,"domain_scores_codex":[0.9998544,0.00003570132,0.00001395425,0.00003585357,0.00002173741,0.00003839204],"domain_scores_gemma":[0.9997365,0.00004944171,0.0001000087,0.00002850803,0.0000173803,0.00006820483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005665672,0.00003636086,0.9971589,0.000004906778,0.0000145006,0.00005733966,0.00002263697,0.00006600194,0.0006351459,0.000006152331,0.00004626202,0.001385421],"study_design_scores_gemma":[0.00003595082,0.0005560124,0.9979285,0.000002863335,0.00003396631,0.0004736876,0.00008672881,0.0003226622,0.0002740183,0.00001451655,0.000268252,0.000002854915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995994,0.00005773298,0.00004349859,0.000004183001,0.000001202601,0.00000977302,0.0001430178,0.00000129939,0.0001399467],"genre_scores_gemma":[0.9991056,0.00003575964,0.0001078195,0.000006585021,0.000004785312,0.00001210848,0.0005430175,8.509587e-7,0.0001833991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003187955,"threshold_uncertainty_score":0.006338775,"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."}}