{"id":"W1899803546","doi":"10.1111/j.1537-2995.2009.02550.x","title":"West Nile virus in 2006 and 2007: the Canadian Blood Services' experience","year":2009,"lang":"en","type":"article","venue":"Transfusion","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Toronto; University of Ottawa","funders":"","keywords":"Blood donations; Donation; Nat; Medicine; West Nile virus; Blood donor; False positive paradox; Organ donation; Virology; Demography; Family medicine; Immunology; Virus; Internal medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00007665415,0.00008934235,0.0001217047,0.00004994994,0.0001212804,0.00002321378,0.00007095194,0.00005559703,0.0004765114],"category_scores_gemma":[0.000003602845,0.00006160601,0.00003316275,0.0001192955,0.00002650705,0.00004841167,0.000003130784,0.0001084766,0.00001396237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000021251,"about_ca_system_score_gemma":0.0000841994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2760462,"about_ca_topic_score_gemma":0.6633167,"domain_scores_codex":[0.9993328,0.00001974872,0.0001215253,0.000175178,0.0001307249,0.0002200249],"domain_scores_gemma":[0.9995646,0.00001064922,0.00001223135,0.0001862689,0.00002079073,0.0002054428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002467942,0.002122815,0.4684588,0.0003683885,0.00009477219,0.00180487,0.04218374,0.00007180781,0.160226,0.002286965,0.003017821,0.3168961],"study_design_scores_gemma":[0.002876135,0.000268983,0.9803522,0.0001106237,0.0001000347,0.00003661929,0.0006691995,0.0006179757,0.0009819452,0.00006425611,0.01378894,0.0001330971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898707,0.002252062,0.000005428638,0.003304918,0.00005746175,0.0003567817,0.00001519935,0.00001667303,0.004120803],"genre_scores_gemma":[0.9952224,0.0004392185,0.00001046549,0.004013771,0.00009344475,0.00001538234,0.00000938095,0.000006020135,0.0001898698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5118933,"threshold_uncertainty_score":0.7287747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005329111516615428,"score_gpt":0.2334972995731658,"score_spread":0.2281681880565504,"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."}}