{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005765479,0.001452722,0.0004037399,0.00178691,0.003516021,0.002497427,0.003095521,0.0009853167,0.005024949],"category_scores_gemma":[0.01275288,0.000684065,0.0006371436,0.001906891,0.001965424,0.001274789,0.002019152,0.001877099,0.001034615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01824178,"about_ca_system_score_gemma":0.02675572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6628544,"about_ca_topic_score_gemma":0.7331014,"domain_scores_codex":[0.9892288,0.002091942,0.0005014355,0.001379659,0.004568366,0.002229739],"domain_scores_gemma":[0.9847375,0.002622841,0.001047204,0.0005819707,0.007358676,0.003651849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006145317,0.00129155,0.6799546,0.000556778,0.000195302,0.0178105,0.01012825,0.002124242,0.01298981,0.001121061,0.01939907,0.2538143],"study_design_scores_gemma":[0.0001835218,0.004225855,0.7713987,0.001078792,0.000477651,0.05502378,0.03005758,0.0131326,0.01988938,0.001045664,0.1030136,0.0004729383],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204876,0.007685041,0.01396307,0.01154483,0.0008210375,0.0006475361,0.0007678085,0.001378044,0.042705],"genre_scores_gemma":[0.9842175,0.002136943,0.006474127,0.002626711,0.0001570419,0.0000444722,0.0004114091,0.0001165961,0.003815257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3371456,"threshold_uncertainty_score":0.6782622,"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."}}