{"id":"W4411757931","doi":"10.1111/trf.18326","title":"West Nile Virus positivity amongst Canadian blood donors and effectiveness of off‐season screening","year":2025,"lang":"en","type":"article","venue":"Transfusion","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Agency of Canada; Canadian Blood Services; University of Alberta","funders":"Canadian Blood Services; Public Health Agency of Canada","keywords":"West Nile virus; Virology; Medicine; Virus; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002186842,0.0001259726,0.0002957758,0.0001357302,0.0001108845,0.00001258154,0.00004913019,0.00008625266,0.00007937215],"category_scores_gemma":[0.00002770688,0.0001154505,0.00009610893,0.0001911314,0.00005676598,0.0000523993,0.00001090173,0.0001159841,0.000001455306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003067994,"about_ca_system_score_gemma":0.0001732377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2394813,"about_ca_topic_score_gemma":0.1783802,"domain_scores_codex":[0.9992003,0.000093958,0.0001263576,0.0002473331,0.0001238605,0.0002081587],"domain_scores_gemma":[0.9993926,0.0001044507,0.00002293461,0.0001834474,0.00006648886,0.0002301018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867152,0.0002975905,0.7464485,0.0008280643,0.0002057038,0.00008658197,0.0001248614,0.00001171388,0.1559051,0.0006146252,0.00005404192,0.09355605],"study_design_scores_gemma":[0.00339241,0.0002438778,0.9702104,0.0007487737,0.0006043839,0.000006620156,0.0000540242,0.0003874857,0.02391242,0.00002046875,0.0003217819,0.00009736753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945685,0.001581272,0.0005287483,0.0003707767,0.00006861746,0.0005979244,0.00007864394,0.00002649457,0.002179035],"genre_scores_gemma":[0.9990997,0.0005484871,0.00002939909,0.0001556571,0.00002683395,0.00002287718,0.00003290256,0.00001139737,0.00007277838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2237619,"threshold_uncertainty_score":0.8366122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004481033949340885,"score_gpt":0.2331424938662403,"score_spread":0.2286614599168994,"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."}}