{"id":"W2979952702","doi":"10.1182/blood.v118.21.2653.2653","title":"An Index of SNPs in Immune Genes May Enhance the Prognostic Value of IPI in Patients with Aggressive Non-Hodgkin's Lymphoma","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Oncology; Medicine; International Prognostic Index; Cohort; Internal medicine; Single-nucleotide polymorphism; Genotyping; Cancer; Immune system; Lymphoma; Blood sampling; Immunology; Genotype; Diffuse large B-cell lymphoma; Biology; Gene; Genetics","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":[0.0005583147,0.0002698038,0.0002717615,0.0005893125,0.0002182094,0.0003870545,0.0002168767,0.0003022138,0.00217753],"category_scores_gemma":[0.001940263,0.0001104074,0.0002009026,0.0006207216,0.0002231856,0.0002101703,0.000199656,0.0004262438,0.0002696573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393809,"about_ca_system_score_gemma":0.0001324192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005583384,"about_ca_topic_score_gemma":0.0008110502,"domain_scores_codex":[0.9998327,0.00006410044,0.00001922997,0.00003486783,0.00002631055,0.00002271469],"domain_scores_gemma":[0.9982826,0.0008041699,0.0004836956,0.00007789801,0.000103419,0.0002482372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004853731,0.00003382712,0.996169,0.000006730238,0.00003555782,0.00007648199,0.00002048102,0.0001010159,0.000964923,0.00001583259,0.0000945588,0.001996298],"study_design_scores_gemma":[0.00003957556,0.0003167623,0.9970384,0.000006195768,0.0001070194,0.0004349525,0.00005590957,0.0009993467,0.0006400935,0.00008962007,0.0002673214,0.000004902172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992895,0.0001294236,0.00009542271,0.00004999266,0.000005190168,0.000004325404,0.0001473941,0.000005883991,0.0002727665],"genre_scores_gemma":[0.9994733,0.00003411359,0.0001609662,0.00002082309,0.00001910298,0.000004428083,0.0001549946,0.000001787085,0.0001305634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00217753,"threshold_uncertainty_score":0.007284582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006683805290195919,"score_gpt":0.2280399197516781,"score_spread":0.2213561144614822,"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."}}