{"id":"W4323037149","doi":"10.1002/cam4.5733","title":"Prognosis and complications of patients with primary gastrointestinal diffuse large B‐cell lymphoma: Development and validation of the systemic inflammation response index‐covered score","year":2023,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Shandong First Medical University; Natural Science Foundation of Shandong Province; China Postdoctoral Science Foundation; Key Technology Research and Development Program of Shandong; National Natural Science Foundation of China","keywords":"Medicine; Internal medicine; Proportional hazards model; Cohort; Univariate; Multivariate analysis; International Prognostic Index; Univariate analysis; Multivariate statistics; Oncology; Retrospective cohort study; Nomogram; Lymphoma; Systemic inflammation; Diffuse large B-cell lymphoma; Survival analysis; Gastroenterology; Inflammation","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":[0.001794174,0.0004299841,0.0002880341,0.0007442314,0.0001354001,0.0005083031,0.000248552,0.0002465728,0.0005087997],"category_scores_gemma":[0.002977464,0.0001079886,0.0003683264,0.0004722639,0.0001967043,0.0002730117,0.0004314978,0.0003934251,0.0001923547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345405,"about_ca_system_score_gemma":0.000328739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006167026,"about_ca_topic_score_gemma":0.0008272128,"domain_scores_codex":[0.9995623,0.0001700825,0.00004703943,0.00006967143,0.0001107331,0.00004011197],"domain_scores_gemma":[0.9986052,0.0004059916,0.0004981814,0.0001026677,0.0002274481,0.0001604513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000143985,0.00001699228,0.9964513,0.000006199205,0.00003221435,0.00002398238,0.00001071392,0.0002925335,0.0001904976,0.000005612282,0.00004537712,0.00278068],"study_design_scores_gemma":[0.00002025968,0.0003008574,0.9925115,0.000008920913,0.00007095757,0.0003602055,0.00004721314,0.006029978,0.0003607014,0.00004287857,0.0002411781,0.000005300984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990102,0.000155589,0.0004505264,0.0000218059,0.000004829319,0.00001270738,0.0001613032,0.000005281835,0.0001776541],"genre_scores_gemma":[0.9990861,0.00004803963,0.0003464441,0.000005710212,0.000007999699,0.00000848233,0.0004555017,0.000001385744,0.00004040986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001794174,"threshold_uncertainty_score":0.009488642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503100711038418,"score_gpt":0.2432786965143464,"score_spread":0.2282476894039622,"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."}}