{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002367777,0.0003425201,0.0003141228,0.0009053348,0.001479995,0.001364728,0.001264733,0.0004024841,0.001929941],"category_scores_gemma":[0.009576217,0.0001989174,0.0002979269,0.001618013,0.0007817597,0.0004174825,0.0006336156,0.0005184826,0.0001933422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01374015,"about_ca_system_score_gemma":0.01412188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9185593,"about_ca_topic_score_gemma":0.9278594,"domain_scores_codex":[0.9977603,0.0003080733,0.000120787,0.0002347031,0.000853023,0.0007230667],"domain_scores_gemma":[0.9948665,0.0007038896,0.001044753,0.00017372,0.002230078,0.0009810096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002356477,0.00005411773,0.9827027,0.00007219067,0.00003730661,0.0001602566,0.0005449024,0.0001123896,0.0003152196,0.00007339179,0.001296109,0.01439579],"study_design_scores_gemma":[0.00000689872,0.0001156294,0.9962968,0.00007728909,0.00004258981,0.0003192271,0.0009922426,0.0003326818,0.0003283769,0.00002435904,0.001450225,0.00001364513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909472,0.002122137,0.0001199004,0.0005019921,0.00003482023,0.0000357346,0.001282341,0.00002238126,0.004933419],"genre_scores_gemma":[0.998605,0.0004652093,0.0001405768,0.00009115747,0.000009379641,0.000004830114,0.0003948738,0.000002801663,0.0002861895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08144069,"threshold_uncertainty_score":0.1638406,"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."}}