{"id":"W3122630168","doi":"10.1200/jco.20.03288","title":"Burkitt Lymphoma International Prognostic Index","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"International Prognostic Index; Lymphoma; Risk stratification; Overall survival; Survival analysis; Stage (stratigraphy); Index (typography)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00143618,0.000535991,0.0004726586,0.002770486,0.0003204284,0.0005780251,0.0005027123,0.0002131748,0.002776924],"category_scores_gemma":[0.004989674,0.00007373007,0.0003709228,0.002674124,0.0002397394,0.0004852162,0.0008469542,0.0006038544,0.001043736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214589,"about_ca_system_score_gemma":0.0008611924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339398,"about_ca_topic_score_gemma":0.004082339,"domain_scores_codex":[0.9992447,0.0001919645,0.0001193936,0.000123918,0.0002163838,0.000103647],"domain_scores_gemma":[0.996876,0.000339119,0.00153398,0.0001450674,0.0007890274,0.0003167856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003930119,0.00003722696,0.935934,0.0001496553,0.000149354,0.0001002193,0.00007035565,0.001767577,0.0008325579,0.0005756627,0.01149363,0.04849676],"study_design_scores_gemma":[0.0001209867,0.0002510067,0.9382453,0.0001963171,0.0002777133,0.002177921,0.0001025647,0.009124606,0.001533841,0.001907904,0.04602618,0.00003573976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537307,0.009947311,0.01948059,0.002499813,0.0002440842,0.0008712574,0.07807116,0.001071788,0.03408347],"genre_scores_gemma":[0.9385052,0.001055883,0.00761368,0.0002477907,0.000118582,0.0003554925,0.05047883,0.00004050504,0.001584091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004339398,"threshold_uncertainty_score":0.009289742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068606257422721,"score_gpt":0.4683912488868709,"score_spread":0.3615306231445988,"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."}}