{"id":"W1580325829","doi":"10.1002/jmv.24299","title":"Comparison of the conventional multiplex RT–PCR, real time RT–PCR and Luminex xTAG<sup>®</sup> RVP fast assay for the detection of respiratory viruses","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"Virology; Multiplex; Real-time polymerase chain reaction; Rhinovirus; Polymerase chain reaction; Respiratory system; Multiplex polymerase chain reaction; Virus; Biology; Medicine; Gene; Bioinformatics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005561363,0.000162444,0.0007010965,0.0002642455,0.0001413333,0.00001188587,0.0003794293,0.000398655,0.0002589775],"category_scores_gemma":[0.007101417,0.00009086845,0.0002674473,0.0002629358,0.001312964,0.0001069889,0.0001555715,0.001033483,0.00001025372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059979,"about_ca_system_score_gemma":0.000695736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000874783,"about_ca_topic_score_gemma":0.00005140633,"domain_scores_codex":[0.9958801,0.0009218156,0.001201632,0.0001830326,0.001533321,0.0002800609],"domain_scores_gemma":[0.995982,0.001845154,0.0007412924,0.0003063497,0.0007690142,0.0003562009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009649353,0.002376802,0.3744258,0.0004012827,0.00152488,0.00006554214,0.001322577,0.0009270264,0.5244736,0.0005980805,0.03199774,0.05223729],"study_design_scores_gemma":[0.03122772,0.02315097,0.4768278,0.0005572441,0.001172764,0.001433621,0.002379243,0.103006,0.07101212,0.0005666895,0.2882308,0.0004350404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920554,0.001118908,0.002973508,0.002755736,0.0003619822,0.0004917633,0.00001534721,0.00001011968,0.0002172082],"genre_scores_gemma":[0.9982694,0.00006134187,0.0001126379,0.0008001259,0.0005983426,0.00001886808,0.000001341762,0.00002169082,0.0001162235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4534615,"threshold_uncertainty_score":0.8501573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279066393839224,"score_gpt":0.4257682229761873,"score_spread":0.297861583592265,"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."}}