{"id":"W1588698660","doi":"10.1111/j.0041-1132.2005.45041.x","title":"Insights on donor screening for West Nile virus","year":2005,"lang":"en","type":"letter","venue":"Transfusion","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West Nile virus; Virology; Medicine; Virus","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":[0.00005169642,0.0003930276,0.0005994863,0.0001815596,0.000157113,0.00003363822,0.0001509705,0.000656129,0.000989292],"category_scores_gemma":[0.00001642255,0.0003138947,0.0005319207,0.00009056193,0.00003270019,0.0000507361,0.000009929973,0.0008895626,0.0001275014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006087616,"about_ca_system_score_gemma":0.00008554315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001968958,"about_ca_topic_score_gemma":0.0001453894,"domain_scores_codex":[0.9981865,0.00003613422,0.0003466448,0.0006005783,0.0004298353,0.0004003274],"domain_scores_gemma":[0.9990665,0.0001246705,0.00008096221,0.0004991106,0.00008656982,0.0001422122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001909256,0.0002120582,0.00002928169,0.0005260382,0.000148284,0.0002694252,0.0001336163,0.00001297382,0.003570803,0.00005567748,0.9048142,0.08831834],"study_design_scores_gemma":[0.0042622,0.0008128636,0.000908853,0.0006046228,0.0006898893,0.000009780177,0.00001178128,0.0004063458,0.0007408718,0.00002841394,0.9911844,0.0003400364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03521936,0.004006486,0.009019787,0.9320247,0.001328341,0.00590374,0.0007459237,0.0004522736,0.01129938],"genre_scores_gemma":[0.03245698,0.0007489492,0.0005861313,0.9341175,0.01936379,0.000502094,0.002585986,0.000212113,0.009426451],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0879783,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240272084445501,"score_gpt":0.2691639333107309,"score_spread":0.2467612124662758,"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."}}