{"id":"W2102756698","doi":"10.1128/jcm.01103-09","title":"Design and Validation of Real-Time Reverse Transcription-PCR Assays for Detection of Pandemic (H1N1) 2009 Virus","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Provincial Laboratory of Public Health","funders":"","keywords":"Virus; Virology; Pandemic; Influenza A virus; Biology; Reverse transcription polymerase chain reaction; Orthomyxoviridae; Viral culture; Real-time polymerase chain reaction; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003601444,0.0001067941,0.0008790066,0.0001771627,0.00003673551,0.000002751323,0.00007857927,0.0002654924,0.0000273949],"category_scores_gemma":[0.002407925,0.00007948327,0.0002675711,0.00009931282,0.0002305227,0.00007863752,0.00001041914,0.0003275816,0.000002916027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003518398,"about_ca_system_score_gemma":0.0001504945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001071902,"about_ca_topic_score_gemma":0.00000159701,"domain_scores_codex":[0.997598,0.0004331306,0.001564325,0.0001411065,0.00008361624,0.0001797995],"domain_scores_gemma":[0.9967772,0.001375245,0.0009053489,0.0001165702,0.0007392755,0.00008638947],"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":[0.006195853,0.0002183915,0.001163728,0.00005357368,0.0001857774,0.000002931381,0.0000755732,0.00002617464,0.9786834,0.000006253566,0.001104055,0.0122843],"study_design_scores_gemma":[0.01217653,0.02110997,0.03220742,0.0003619693,0.000697649,0.0004273973,0.00006861223,0.0001688808,0.9252612,0.001341341,0.006003541,0.0001754697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856175,0.00063632,0.0125812,0.0004515755,0.0001714323,0.0004580473,0.00002833278,0.000007377006,0.00004818253],"genre_scores_gemma":[0.9822725,0.0047258,0.01230059,0.0003199684,0.000256993,0.000002663807,0.000006024682,0.00001064789,0.0001047934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05342217,"threshold_uncertainty_score":0.3241234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516582009534972,"score_gpt":0.4384282464728495,"score_spread":0.2867700455193523,"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."}}