{"id":"W4285589658","doi":"10.1159/000525414","title":"Transfusion-Transmitted Malaria and Mitigation Strategies in Nonendemic Regions","year":2022,"lang":"en","type":"review","venue":"Transfusion Medicine and Hemotherapy","topic":"Malaria Research and Control","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Medicine; Environmental health; Immunology","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":[0.000800177,0.0005591404,0.002204485,0.0008434591,0.0002261029,0.00003166742,0.0001510321,0.0004258493,0.003643551],"category_scores_gemma":[0.00003494307,0.0004037264,0.0002500315,0.0007126662,0.0003163153,0.0001198731,0.0000135561,0.001455073,0.000002815464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000784653,"about_ca_system_score_gemma":0.0005469664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009618248,"about_ca_topic_score_gemma":0.0004565391,"domain_scores_codex":[0.9968536,0.0003847832,0.0008829123,0.0007548523,0.0006401355,0.0004837512],"domain_scores_gemma":[0.9986166,0.0004735778,0.0001137957,0.0003762485,0.00004354101,0.0003762869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005020724,0.0001484881,0.00004317184,0.01040349,0.0001850388,0.0002024369,0.001745797,1.428479e-7,0.0002197871,0.004453121,0.0004037741,0.9816927],"study_design_scores_gemma":[0.008849588,0.001363791,0.0004477845,0.01029265,0.0008386612,0.0006364154,0.001259067,0.00007994611,0.000001562165,0.001197644,0.9746173,0.0004155897],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005369483,0.9796482,0.0009492121,0.01385227,0.0001087463,0.003023722,0.00002679085,0.0000794747,0.001774685],"genre_scores_gemma":[0.0003005842,0.9974825,0.0001266311,0.0007983081,0.0002533079,0.0003260936,0.0002270373,0.00008621033,0.0003992647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9812771,"threshold_uncertainty_score":0.9998415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016460689667693,"score_gpt":0.3536404939356789,"score_spread":0.303475887039002,"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."}}