{"id":"W4387608510","doi":"10.1182/blood.2023021348","title":"The influence of immunodeficiency, disease features, and patient characteristics on survival in plasmablastic lymphoma","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of British Columbia","funders":"Blood Cancer UK; Cancer Research UK","keywords":"Plasmablastic lymphoma; Medicine; Internal medicine; Retrospective cohort study; International Prognostic Index; Univariate analysis; Regimen; Lymphoma; Oncology; Multivariate analysis; Cohort; Rituximab","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":[0.0009475983,0.0001818289,0.000205988,0.0005477249,0.0002803833,0.0005500365,0.0002015334,0.0003209919,0.00122664],"category_scores_gemma":[0.002618763,0.0001241728,0.0002673067,0.0005566045,0.0002235664,0.0004929256,0.0002866296,0.0003296731,0.0001741548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942087,"about_ca_system_score_gemma":0.0002003005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005981754,"about_ca_topic_score_gemma":0.0007729653,"domain_scores_codex":[0.9996479,0.0001330267,0.00003775796,0.00005949272,0.00005073733,0.00007112732],"domain_scores_gemma":[0.9984068,0.0005953863,0.0005337106,0.00008932366,0.00009953131,0.00027531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001936572,0.00001368056,0.9987749,0.000002644765,0.00001847262,0.00005082367,0.00001383535,0.00003845101,0.0001016003,0.000005186022,0.00002837006,0.0007583346],"study_design_scores_gemma":[0.00001145662,0.0002253385,0.9984016,0.000005250016,0.00003134308,0.0005758991,0.00008528703,0.0003930421,0.00009908168,0.0000234402,0.000145229,0.000003071098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994677,0.0002155392,0.00004643516,0.00001739025,0.000003276387,0.000002035837,0.0001148665,0.000001325522,0.0001314856],"genre_scores_gemma":[0.9997677,0.00003454224,0.00002268918,0.000007067382,0.00000569221,0.000002041839,0.000130728,6.670916e-7,0.00002881863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00122664,"threshold_uncertainty_score":0.005011439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005822147048072501,"score_gpt":0.2208665209065878,"score_spread":0.2150443738585154,"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."}}