{"id":"W3097024120","doi":"10.1182/blood-2020-134985","title":"The Burkitt Lymphoma International Prognostic Index (BL-IPI)","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"International Prognostic Index; Medicine; Hazard ratio; Internal medicine; Proportional hazards model; Confidence interval; Oncology; Lactate dehydrogenase; Censoring (clinical trials); Diffuse large B-cell lymphoma; Gastroenterology; Lymphoma; Pathology; Biology","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":[0.002321295,0.0007468438,0.0005745668,0.002579397,0.0003287566,0.0009662653,0.0007091823,0.0002867997,0.003113755],"category_scores_gemma":[0.007746368,0.0001467805,0.0006221833,0.002496787,0.0003292751,0.000596114,0.0008616541,0.0008451705,0.0009691225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427528,"about_ca_system_score_gemma":0.001345279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006068864,"about_ca_topic_score_gemma":0.006331756,"domain_scores_codex":[0.999161,0.0003330901,0.0001042906,0.0001665615,0.0001534381,0.00008157876],"domain_scores_gemma":[0.9955814,0.001027228,0.002099211,0.0002390955,0.0006761454,0.0003768621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005211483,0.00007918318,0.9370474,0.0002071352,0.0003018774,0.0001012134,0.00006909141,0.00429557,0.0003177359,0.0007933088,0.01418312,0.04208327],"study_design_scores_gemma":[0.0002532873,0.0007263744,0.9169629,0.0002843595,0.000659094,0.001769044,0.0001639118,0.03138467,0.0009031654,0.003256842,0.04358211,0.00005428613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7842774,0.007748398,0.0396372,0.004123945,0.0002974081,0.001872176,0.1396675,0.001165248,0.0212108],"genre_scores_gemma":[0.9220338,0.001297694,0.01634178,0.0003887571,0.0001097948,0.001016147,0.05685877,0.00004483471,0.001908467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006068864,"threshold_uncertainty_score":0.01227629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445028618450883,"score_gpt":0.2413545727599072,"score_spread":0.2269042865753984,"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."}}