{"id":"W4414740718","doi":"10.1093/clinchem/hvaf086.351","title":"A-367 Rapid and Sensitive Real-time RT-PCR Point-of-Care System for Detection and Differentiation of Influenza A and B, RSV, and SARS-CoV-2","year":2025,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Luminex (Canada)","funders":"","keywords":"Vial; Virus; Orthomyxoviridae; Influenza A virus; Respiratory system; Cartridge; Infection control; Outbreak","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":[0.0003866633,0.0001095717,0.000422593,0.00005661109,0.00005975504,0.00001673908,0.0000211566,0.0002015088,0.000001741032],"category_scores_gemma":[0.0009610099,0.00009872783,0.00005637877,0.0001033525,0.0003107309,0.00005125814,0.00007598158,0.0001796213,2.733749e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003571377,"about_ca_system_score_gemma":0.00005368363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001622812,"about_ca_topic_score_gemma":0.000002744155,"domain_scores_codex":[0.9989364,0.00006587776,0.0004956971,0.0002954412,0.00009643826,0.000110143],"domain_scores_gemma":[0.998763,0.0005703919,0.000143333,0.0001745324,0.0002797918,0.00006899967],"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":[0.0008766767,0.0000508348,0.06012186,0.004690779,0.0001155567,0.000002159185,0.00006823267,7.324152e-8,0.9220459,0.00001295323,0.00003850503,0.01197648],"study_design_scores_gemma":[0.002895128,0.0004440705,0.07355914,0.0005907419,0.0001829991,0.00002138878,0.0003875012,0.0007788229,0.9208584,0.00003352842,0.0001649107,0.00008337379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981846,0.0004769869,0.0001259112,0.00004396024,0.00002947138,0.000413782,0.00002343101,0.00002423545,0.0006776119],"genre_scores_gemma":[0.9995672,0.0001304957,0.0001031633,0.00005061038,0.00005668885,0.00002010013,0.000006907462,0.000009776346,0.00005504188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01343728,"threshold_uncertainty_score":0.4026004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06371863309637367,"score_gpt":0.4174692445128486,"score_spread":0.3537506114164749,"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."}}