{"id":"W1668782462","doi":"10.1111/j.1749-6632.2011.05964.x","title":"Advances in the diagnosis of respiratory tract infections: role of the Luminex xTAG respiratory viral panel","year":2011,"lang":"en","type":"review","venue":"Annals of the New York Academy of Sciences","topic":"Respiratory viral infections research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Luminex (Canada)","funders":"","keywords":"Respiratory tract infections; Etiology; Intensive care medicine; Respiratory tract; Medicine; Respiratory system; Immunology; Virology; Pathology; Internal medicine","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":[0.00238405,0.00113273,0.002332262,0.004427396,0.0002785927,0.001490228,0.001660189,0.001589976,0.003163277],"category_scores_gemma":[0.002429953,0.0004660842,0.000907146,0.003250584,0.0007877508,0.002562933,0.0007992507,0.002948399,0.004091892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008029733,"about_ca_system_score_gemma":0.001374713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435644,"about_ca_topic_score_gemma":0.001746624,"domain_scores_codex":[0.9990436,0.0002121235,0.0001294407,0.0001481517,0.0004175675,0.00004901725],"domain_scores_gemma":[0.998367,0.0008554865,0.0001680212,0.00005164041,0.0004611359,0.00009661067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004927345,0.00005690387,0.0002786514,0.008249476,0.00006922365,0.0001908792,0.0000433881,0.000157463,0.001263886,0.001475166,0.01079023,0.9773754],"study_design_scores_gemma":[0.00002432731,0.0002210797,0.002000489,0.004112091,0.0001364646,0.003180432,0.00009700181,0.0001317128,0.001249743,0.001443663,0.9873633,0.00003966705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007550907,0.9986801,0.0001997098,0.0002620301,0.0001358806,0.000003921297,0.000009305396,0.000006644535,0.0006268923],"genre_scores_gemma":[0.0004697086,0.9982843,0.0005809104,0.0001459844,0.0001665645,0.00000563261,0.00002262119,0.000001820207,0.0003224511],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004427396,"threshold_uncertainty_score":0.01260823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3356497042682691,"score_gpt":0.4681481458076311,"score_spread":0.1324984415393621,"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."}}