{"id":"W2073277370","doi":"10.1016/j.jviromet.2008.10.027","title":"Comparison of four nasal sampling methods for the detection of viral pathogens by RT-PCR—A GA2LEN project","year":2008,"lang":"en","type":"article","venue":"Journal of Virological Methods","topic":"Respiratory viral infections research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Rhinovirus; Virology; Virus; Enterovirus; Respiratory tract; Biology; Metapneumovirus; Human metapneumovirus; Nose; Medicine; Pathogen; Respiratory tract infections; Respiratory system; Microbiology; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.008507742,0.0001982906,0.001088649,0.0003245195,0.0002114005,0.00001149472,0.0002816441,0.0002885456,0.00004232106],"category_scores_gemma":[0.008001356,0.0001114152,0.0006022141,0.0005081932,0.0004278333,0.0001138506,0.00008364963,0.0009486146,7.183112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009962953,"about_ca_system_score_gemma":0.000176493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001720528,"about_ca_topic_score_gemma":9.451643e-7,"domain_scores_codex":[0.994992,0.002592259,0.001386193,0.0002151038,0.0004813806,0.0003330644],"domain_scores_gemma":[0.9928043,0.005038118,0.001003652,0.0003051738,0.0007169126,0.0001318336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001689229,0.0003664267,0.005977887,0.00006024776,0.0001989283,0.000005472172,0.0001268831,0.0001196242,0.7958018,0.00002338576,0.000143321,0.1954868],"study_design_scores_gemma":[0.002806257,0.01771289,0.05357407,0.0000702896,0.0004716645,0.0008222052,0.0003221221,0.009105752,0.8881812,0.0008659069,0.02587182,0.0001958366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3569205,0.001901402,0.6402603,0.0001492503,0.0001923599,0.0004832931,0.000006053867,0.00001045715,0.00007634956],"genre_scores_gemma":[0.487122,0.0002003269,0.5122936,0.0000908898,0.000213921,0.00002658877,6.499939e-7,0.0000180562,0.00003397517],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.195291,"threshold_uncertainty_score":0.9578949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.44203200164295,"score_gpt":0.5906924442504591,"score_spread":0.1486604426075091,"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."}}