{"id":"W2175026415","doi":"10.1186/s13643-015-0156-6","title":"Clinical outcomes of immunoglobulin use in solid organ transplant recipients: protocol for a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Hypogammaglobulinemia; Randomized controlled trial; Intensive care medicine; Meta-analysis; Immunosuppression; Organ transplantation; Transplantation; MEDLINE; Adverse effect; Intensive care unit; Clinical trial; Systematic review; Pediatrics; Internal medicine; Immunology; Antibody","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":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.02254236,0.001341291,0.0561852,0.0005941628,0.0001022154,0.0000504135,0.00122184,0.000815747,0.0001720993],"category_scores_gemma":[0.006528278,0.0006623329,0.01051959,0.00129247,0.0002344205,0.0001816779,0.0001354691,0.0006435617,0.0002400071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023109,"about_ca_system_score_gemma":0.0002951179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000547508,"about_ca_topic_score_gemma":0.00001829357,"domain_scores_codex":[0.9689658,0.01364894,0.01563537,0.000972588,0.0001847136,0.0005926178],"domain_scores_gemma":[0.9845895,0.003425892,0.009103362,0.002497081,0.0003529681,0.00003119039],"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":[0.000008323873,0.0002651898,0.00000765993,0.8981048,0.1009086,0.000001502163,0.0001276416,8.899541e-8,1.070492e-7,0.00003614111,0.00008994142,0.000450045],"study_design_scores_gemma":[0.0005150402,0.00008562872,0.000002041286,0.4237697,0.5016873,0.00003985746,0.00002283562,3.152235e-7,8.104308e-8,0.000005710033,0.07347046,0.0004010859],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.025612e-7,0.6070817,0.00008663517,0.000007857953,0.00007774019,0.3925339,0.0001814834,0.00001809444,0.00001246049],"genre_scores_gemma":[0.000001731588,0.5635974,0.00005368957,0.00006814144,9.285939e-7,0.4349801,0.0001708144,0.00004146954,0.001085677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4743351,"threshold_uncertainty_score":0.9999338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2382965095069617,"score_gpt":0.4597551278973711,"score_spread":0.2214586183904093,"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."}}