{"id":"W6959582076","doi":"10.11575/prism/45804","title":"Experience with a triplex arbovirus nucleic acid test (NAT) at a Canadian Public Health Laboratory","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Chikungunya; myalgia; Arbovirus; Zika virus; Dengue virus; Viremia; Nucleic acid test","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001906454,0.000442392,0.0007502147,0.001206471,0.0003266263,0.00002964141,0.0007725046,0.0003986048,0.01756586],"category_scores_gemma":[0.00007741906,0.0005389392,0.0001169461,0.001317215,0.0007379261,0.0001338281,0.0002152154,0.0004154679,0.0006723462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928765,"about_ca_system_score_gemma":0.009478548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.34449,"about_ca_topic_score_gemma":0.8957577,"domain_scores_codex":[0.997372,0.0002272774,0.00018433,0.0007639724,0.0006007425,0.0008516857],"domain_scores_gemma":[0.9969457,0.00004058385,0.0004959765,0.0009475771,0.0002118248,0.001358328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001081647,0.0002557445,0.008129083,0.000312054,0.0002837217,0.003068031,0.003864454,3.285577e-7,0.0007301266,0.0004364059,0.981957,0.0008548866],"study_design_scores_gemma":[0.001191165,0.00014455,0.002504345,0.0003761577,0.00003282829,0.00003089262,0.001540504,0.00002356898,0.00003140241,5.699935e-7,0.9935954,0.0005286059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008923367,0.0063829,0.00005542491,0.0008240713,0.0002119156,0.001141347,0.003267052,0.0005470518,0.9786469],"genre_scores_gemma":[0.02966589,0.0006375281,0.00405829,0.002015382,0.0001519634,0.000003322842,0.001311337,0.001642126,0.9605142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5512677,"threshold_uncertainty_score":0.9997062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725258177423925,"score_gpt":0.207013639208489,"score_spread":0.1897610574342497,"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."}}