{"id":"W3128891271","doi":"10.2217/frd-2020-0006","title":"Transfusion of Modified Blood Components for the Treatment of Autoimmune Hemolytic Anemia: A Network Meta-Analysis","year":2021,"lang":"en","type":"article","venue":"Future Rare Diseases","topic":"Blood groups and transfusion","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Incidence (geometry); Autoimmune hemolytic anemia; Adverse effect; Anemia; Randomized controlled trial; Internal medicine; Immunology; Hemoglobin; Hemolytic anemia; Meta-analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.00005559508,0.0002076992,0.001231241,0.00006025363,0.0001145663,0.000007462337,0.00008233671,0.00009182613,0.0003029555],"category_scores_gemma":[0.000008255692,0.0001152642,0.002436178,0.0005730365,0.00005147785,0.00002554027,0.000009232617,0.00005587602,3.725548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001387292,"about_ca_system_score_gemma":0.00008614662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070496,"about_ca_topic_score_gemma":0.00006906173,"domain_scores_codex":[0.9987681,0.00006508957,0.0004016009,0.0002820657,0.0002919878,0.0001911547],"domain_scores_gemma":[0.998796,0.0002467891,0.0001164517,0.0005617311,0.0001829297,0.00009609921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.008267432,0.0324255,0.0340763,0.0032557,0.8482531,0.0005707754,0.003158802,0.008882517,0.03135699,0.001505018,0.0009757206,0.02727218],"study_design_scores_gemma":[0.005755915,0.0008451932,0.09107821,0.00003490456,0.8908886,0.00001821627,0.0003616278,0.001002991,0.007617305,0.0001032536,0.002136399,0.0001573827],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7834058,0.2088514,0.001909095,0.002812012,0.0002703495,0.001501231,0.001113443,0.00004570548,0.00009094409],"genre_scores_gemma":[0.9943702,0.003755646,0.0004423766,0.0001082687,0.0002625478,0.0001160793,0.0007582798,0.00001976984,0.0001668213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2109644,"threshold_uncertainty_score":0.4700339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117066970733201,"score_gpt":0.2736758022095728,"score_spread":0.2325051325022408,"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."}}