{"id":"W3136678199","doi":"10.3390/curroncol28020126","title":"Body Composition as a Predictor of Toxicity and Prognosis in Patients with Diffuse Large B-Cell Lymphoma Receiving R-CHOP Immunochemotherapy","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Diffuse large B-cell lymphoma; Hazard ratio; Adverse effect; Sarcopenia; Toxicity; Vincristine; International Prognostic Index; Gastroenterology; Prednisone; Oncology; Cyclophosphamide; Surgery; Lymphoma; Chemotherapy; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134297,0.00009859219,0.0003309214,0.000100444,0.00004499409,0.000005607626,0.00003120012,0.00008423036,0.00005196914],"category_scores_gemma":[0.00003028405,0.00008867223,0.00002809625,0.0001661831,0.00005330855,0.00004438708,0.00003072831,0.0001412784,0.000002232426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866406,"about_ca_system_score_gemma":0.0001818383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005402678,"about_ca_topic_score_gemma":0.000008544473,"domain_scores_codex":[0.9990342,0.000110276,0.000291197,0.0002102159,0.0001474161,0.0002066674],"domain_scores_gemma":[0.9994236,0.00007036573,0.0001268667,0.0001103378,0.0001714398,0.00009742715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009342063,0.0252295,0.9574301,0.000650749,0.00001839747,0.00001501447,0.0007209596,2.745653e-8,0.003146601,0.00004893509,0.0001868645,0.01161862],"study_design_scores_gemma":[0.05400645,0.001651469,0.9305235,0.0008214779,0.00003880547,0.00002121317,0.0001262539,0.0001006632,0.007451217,0.00004271723,0.005119421,0.00009683511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970453,0.001209878,0.00004379184,0.0006832816,0.0002095125,0.0004721207,0.00001904485,0.00002212912,0.0002949587],"genre_scores_gemma":[0.9981878,0.0007038665,0.0005433087,0.0003530722,0.00004737404,0.00003955466,0.00009747811,0.00001222355,0.00001532317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05307224,"threshold_uncertainty_score":0.3615949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112185516166426,"score_gpt":0.351666974295956,"score_spread":0.3205451191342917,"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."}}