{"id":"W2132862303","doi":"10.3109/10428194.2014.939969","title":"Hyperhemolysis associated with marginal zone lymphoma","year":2014,"lang":"en","type":"letter","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Blood groups and transfusion","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Hemolysis; Medicine; Lymphoma; Marginal zone; Autologous blood; Immunology; Blood transfusion; Intensive care medicine; Surgery; Antibody; B cell","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007057639,0.002657142,0.003928477,0.001031138,0.0008796219,0.0004161355,0.0008620413,0.004633068,0.0003551351],"category_scores_gemma":[0.0001696808,0.002208453,0.001047917,0.001379881,0.001045065,0.0003890908,0.0002905582,0.001130536,0.0002926754],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01075082,"about_ca_system_score_gemma":0.006109731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545914,"about_ca_topic_score_gemma":0.0001738671,"domain_scores_codex":[0.9895642,0.0004464212,0.001706237,0.003061271,0.002542856,0.00267899],"domain_scores_gemma":[0.9942112,0.0008512038,0.001013485,0.002314916,0.0005964525,0.001012737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003053772,0.0008682074,0.005810437,0.002250795,0.004999068,0.02202331,0.0006633567,0.00001458458,0.001019771,0.0002132992,0.7122096,0.2468738],"study_design_scores_gemma":[0.05353871,0.001729639,0.04143248,0.003436819,0.006502705,0.01390394,0.0001304833,0.002047623,0.001270139,0.0001445435,0.8724088,0.003454111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8983509,0.004220938,0.0005794777,0.07423767,0.001074178,0.002320161,0.0003338561,0.001429358,0.01745347],"genre_scores_gemma":[0.5129269,0.001830721,0.001189365,0.449883,0.006709815,0.0004454816,0.005302682,0.001138055,0.02057392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3854239,"threshold_uncertainty_score":0.9995247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009615132713618295,"score_gpt":0.2060630755283149,"score_spread":0.1964479428146966,"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."}}