{"id":"W2070951218","doi":"10.1128/jcm.41.8.3487-3493.2003","title":"Comparison of the Directigen Flu A+B Test, the QuickVue Influenza Test, and Clinical Case Definition to Viral Culture and Reverse Transcription-PCR for Rapid Diagnosis of Influenza Virus Infection","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Virology; Viral culture; Virus; Influenza A virus; Viral disease; Orthomyxoviridae; Reverse transcription polymerase chain reaction; Biology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003954006,0.0002174167,0.00128604,0.0001293599,0.0002121827,0.00001364366,0.0001364473,0.0004112787,0.00002276765],"category_scores_gemma":[0.03324033,0.0001192335,0.0005435096,0.0002425187,0.001044312,0.00009951657,0.00007842614,0.001000692,0.000002131377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004337015,"about_ca_system_score_gemma":0.0002128545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024768,"about_ca_topic_score_gemma":0.000172196,"domain_scores_codex":[0.9956283,0.0009676469,0.00271487,0.0002684171,0.0001332189,0.0002875558],"domain_scores_gemma":[0.9886929,0.008564848,0.001287522,0.0002929443,0.0009623434,0.0001994434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001580934,0.001026498,0.940343,0.000156887,0.0004209061,0.00001172296,0.0006698946,0.000008154514,0.04447945,0.00006008688,0.005903699,0.005338797],"study_design_scores_gemma":[0.01417081,0.02004034,0.6813269,0.0007422824,0.001800419,0.002404765,0.0008622656,0.00002682591,0.02874543,0.0006542372,0.2488735,0.0003522547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946394,0.002943738,0.00006505378,0.0007651772,0.0004311113,0.0009172134,0.0001558785,0.000006834354,0.00007561486],"genre_scores_gemma":[0.9901732,0.003773765,0.001693227,0.003985484,0.0002998618,0.00003100648,0.00000219166,0.00002010017,0.00002113248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2590161,"threshold_uncertainty_score":0.9749031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2129838068163437,"score_gpt":0.4834677072730898,"score_spread":0.2704839004567461,"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."}}