{"id":"W2937239800","doi":"10.1111/vox.12780","title":"Is there a risk of transfusion‐transmissible infections after percutaneous needle treatments in blood donors? A systematic review and meta‐analysis","year":2019,"lang":"en","type":"review","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous; Meta-analysis; Blood transfusion; Observational study; Odds ratio; Surgery; Internal medicine; Relative risk; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006577821,0.0006309134,0.005235198,0.001294156,0.0001086049,0.0001819646,0.0002751839,0.0002772847,0.00478735],"category_scores_gemma":[0.00009233526,0.0004230882,0.002422709,0.002721863,0.00004550662,0.0005443951,0.00004833598,0.0003606234,0.0001733431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726339,"about_ca_system_score_gemma":0.00006019861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988523,"about_ca_topic_score_gemma":0.001450464,"domain_scores_codex":[0.9971232,0.0002431926,0.001363063,0.0006366907,0.000368922,0.0002648644],"domain_scores_gemma":[0.9977053,0.0003782371,0.001058818,0.0006735171,0.0001516734,0.00003247428],"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":[0.000006730934,0.0005515107,0.0004031765,0.882342,0.1140196,0.00004170336,0.0001660967,0.000001191241,9.114725e-8,0.00007642031,0.00003065212,0.002360868],"study_design_scores_gemma":[0.000304953,0.00002600592,0.00003383862,0.02294456,0.9286779,0.00004820503,0.00005765136,0.00001087899,1.443943e-7,0.00003000016,0.04747339,0.0003924413],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001514294,0.9935918,0.00001662894,0.0001609615,0.00005388374,0.003183841,0.0002186867,0.00005474857,0.002568026],"genre_scores_gemma":[0.0008763729,0.9967747,0.00005812351,0.0004775564,0.00003251645,0.0006614041,0.00006062247,0.00006314645,0.0009955398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8593975,"threshold_uncertainty_score":0.9998221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134180211113199,"score_gpt":0.2996643652147616,"score_spread":0.2583225631036297,"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."}}