{"id":"W1980328822","doi":"10.1016/j.diagmicrobio.2013.03.008","title":"Clinical and economical impact of multiplex respiratory virus assays","year":2013,"lang":"en","type":"review","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Respiratory viral infections research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Multiplex; Intensive care medicine; Medicine; Virus; Public health; Epidemiology; Multiplex polymerase chain reaction; Virology; Biology; Bioinformatics; Pathology; Polymerase chain reaction","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":[0.002645795,0.001121928,0.001871017,0.003205001,0.0001911001,0.00150189,0.001286923,0.001287433,0.003687573],"category_scores_gemma":[0.003410222,0.0003947931,0.0009477698,0.002591151,0.0007937586,0.001795469,0.0008242481,0.00178397,0.001412625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048006,"about_ca_system_score_gemma":0.001701052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335177,"about_ca_topic_score_gemma":0.002134602,"domain_scores_codex":[0.999114,0.0001608296,0.0001131979,0.0001541972,0.0004012177,0.000056572],"domain_scores_gemma":[0.9966515,0.002120372,0.0003418322,0.00005331394,0.0007329829,0.0001000733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001158852,0.00004438172,0.0003451039,0.01030936,0.00009654464,0.0001095015,0.00002262132,0.0002612851,0.0009633573,0.001738443,0.01081113,0.9751823],"study_design_scores_gemma":[0.00005825098,0.0003610928,0.003226761,0.00843947,0.0005088055,0.002059388,0.0001303659,0.000360425,0.002069081,0.002607662,0.980114,0.00006472475],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009835343,0.99896,0.000126736,0.0002224696,0.0001184363,0.000002047593,0.00001380036,0.000002714711,0.0004554855],"genre_scores_gemma":[0.001277334,0.997398,0.0003672395,0.0002933576,0.0002574621,0.0000047381,0.00003144632,0.00000198909,0.0003684336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003687573,"threshold_uncertainty_score":0.01399243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08355842976381825,"score_gpt":0.4342670418001026,"score_spread":0.3507086120362843,"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."}}