{"id":"W4307721331","doi":"10.1016/j.transci.2022.103596","title":"Blood transfusion in autoimmune rheumatic diseases","year":2022,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Parvovirus B19 Infection Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Antiphospholipid syndrome; Immunology; Mixed connective tissue disease; Population; Rheumatoid arthritis; Immune system; Antibody","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":[0.002172222,0.0002497773,0.0002706373,0.001578804,0.0005093366,0.0009338341,0.000264357,0.0004504326,0.002149403],"category_scores_gemma":[0.004442509,0.0001414592,0.0002250671,0.001500208,0.0004220158,0.0004362398,0.0003412768,0.0005163035,0.0001560829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003680405,"about_ca_system_score_gemma":0.0004757595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376096,"about_ca_topic_score_gemma":0.001353607,"domain_scores_codex":[0.9985011,0.001071619,0.0001302348,0.00005366685,0.0001297043,0.00011366],"domain_scores_gemma":[0.9969357,0.001909391,0.0006079696,0.0001062547,0.0001681617,0.0002725082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001933338,0.0006542228,0.956128,0.000341606,0.0002882098,0.0009530371,0.001177776,0.00005592922,0.00180019,0.0008262539,0.000470468,0.03537101],"study_design_scores_gemma":[0.0001178227,0.001986917,0.9876988,0.000204613,0.0003392076,0.002067821,0.001823263,0.00008947562,0.001458073,0.00048409,0.00372179,0.000008212361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9655854,0.02993298,0.0001054472,0.0004514339,0.0000761782,0.00001229863,0.00004493353,0.000002103871,0.003789331],"genre_scores_gemma":[0.995067,0.004091496,0.00007466194,0.0001363436,0.000150079,0.000005372343,0.00002972144,6.899209e-7,0.0004445733],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002172222,"threshold_uncertainty_score":0.0114879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575350930251253,"score_gpt":0.2730360796805033,"score_spread":0.2572825703779907,"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."}}