{"id":"W2100284342","doi":"10.1128/jcm.00762-09","title":"Field Performance of a Rapid Diagnostic Test for Influenza in an Ambulatory Setting","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"Medicine; Ambulatory; Confidence interval; Internal medicine; Influenza A virus; Influenza-like illness; Orthomyxoviridae; Virology; Virus; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002330184,0.000385004,0.0005148476,0.0006748093,0.0002058676,0.0004211819,0.0003262793,0.0003745565,0.001048664],"category_scores_gemma":[0.006563541,0.0002050583,0.0001914926,0.0003495525,0.0002662709,0.0002700996,0.0001710736,0.0002917192,0.0003755684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002935219,"about_ca_system_score_gemma":0.0002687669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198526,"about_ca_topic_score_gemma":0.002061809,"domain_scores_codex":[0.9976164,0.001115735,0.0001370938,0.0003980019,0.000613965,0.0001186976],"domain_scores_gemma":[0.995381,0.002420253,0.0009661571,0.0001629377,0.0007595429,0.0003102141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534799,0.000523657,0.9142485,0.0002336546,0.0001031798,0.0005760439,0.000219249,0.0006001639,0.03558133,0.00006287522,0.001164039,0.04515231],"study_design_scores_gemma":[0.0001035044,0.008477055,0.9659867,0.00007794706,0.00008879891,0.004863722,0.0003261053,0.005549347,0.01299587,0.00008195297,0.001416627,0.00003240702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927406,0.001397997,0.003586488,0.0001099926,0.00003895918,0.00007908689,0.0003557208,0.00009749829,0.00159373],"genre_scores_gemma":[0.9946339,0.0002901645,0.004368824,0.0001442501,0.00005238903,0.0000227918,0.0002798913,0.000004832353,0.0002028654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002330184,"threshold_uncertainty_score":0.01232332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182141298990424,"score_gpt":0.4762978040938773,"score_spread":0.3580836741948348,"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."}}