{"id":"W2929467397","doi":"10.1111/ctr.13560","title":"Clinical outcomes of polyvalent immunoglobulin use in solid organ transplant recipients: A systematic review and meta‐analysis","year":2019,"lang":"en","type":"review","venue":"Clinical Transplantation","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Ottawa Hospital; University of Ottawa","funders":"Telfer School of Management, University of Ottawa","keywords":"Medicine; Meta-analysis; Antibody; Immunology; Intensive care medicine; Solid organ; Immunoglobulin G; Organ transplantation; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004073969,0.0007372404,0.01542618,0.0004745505,0.00007993024,0.00002291228,0.0006369302,0.001170095,0.0002361422],"category_scores_gemma":[0.0004861308,0.0005014414,0.005660388,0.0008552353,0.0004515958,0.0001832849,0.00004222581,0.001230776,0.0001849479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743638,"about_ca_system_score_gemma":0.0001764366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276538,"about_ca_topic_score_gemma":0.00003261409,"domain_scores_codex":[0.9869719,0.004425491,0.00706503,0.0009525274,0.0001286451,0.0004564455],"domain_scores_gemma":[0.9916497,0.005141183,0.002062348,0.001015079,0.0001073321,0.00002433254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001071059,0.001007211,0.00206608,0.7658907,0.2232563,0.00001814374,0.0002023697,0.00000215579,0.00000115663,0.00007118838,0.000004759549,0.007372791],"study_design_scores_gemma":[0.00124344,0.0001971782,0.004482485,0.06715506,0.9237671,0.00004572311,0.00002202184,7.723224e-7,0.000001021226,0.000005625292,0.002516919,0.000562604],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000268665,0.9947772,0.0001779514,0.00003295875,0.0005408257,0.003181106,0.0009635596,0.00003736153,0.00002037079],"genre_scores_gemma":[0.003215953,0.9937502,0.00003310067,0.0002553356,0.000002045783,0.0001903452,0.001962619,0.00004533838,0.0005450824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7005108,"threshold_uncertainty_score":0.9997437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489244606298244,"score_gpt":0.4262256336317195,"score_spread":0.2773011730018952,"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."}}