{"id":"W4295453546","doi":"10.1016/j.cmi.2022.08.025","title":"Prospective population-level validation of the Abbott ID NOW severe acute respiratory syndrome coronavirus 2 device implemented in multiple settings for testing asymptomatic and symptomatic individuals","year":2022,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; Provincial Laboratory of Public Health; Alberta Hospital Edmonton; University of Calgary; University of Alberta","funders":"Public Health Agency of Canada; Alberta Precision Laboratories; Alberta Health Services","keywords":"Asymptomatic; Medicine; Outbreak; Population; Asymptomatic carrier; Emergency department; Pediatrics; Internal medicine; Virology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022375,0.001339603,0.0004006453,0.0007609896,0.001447931,0.002161026,0.001004009,0.002241428,0.001680192],"category_scores_gemma":[0.01382147,0.0009174034,0.0006922854,0.000625095,0.001496695,0.001098164,0.001172887,0.001987994,0.001418996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236712,"about_ca_system_score_gemma":0.001558736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005907428,"about_ca_topic_score_gemma":0.009393637,"domain_scores_codex":[0.9895344,0.00426815,0.0004806486,0.002619488,0.002371187,0.0007260527],"domain_scores_gemma":[0.9919502,0.001846947,0.001071901,0.001374066,0.003124701,0.0006321224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001800861,0.002629675,0.9687759,0.00006905413,0.0002373156,0.0001374777,0.001654406,0.0004530871,0.01056553,0.0003454337,0.002801114,0.01053019],"study_design_scores_gemma":[0.0004278678,0.01018762,0.9698598,0.00006033394,0.0002395362,0.0007073493,0.001102307,0.003221098,0.008922445,0.0002253265,0.004986901,0.00005954732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870191,0.0001038365,0.005778983,0.0003406868,0.0001228433,0.0009113101,0.002566389,0.0001371085,0.003019805],"genre_scores_gemma":[0.9906108,0.00004315038,0.004459847,0.0005971304,0.00003797606,0.0006905273,0.002169876,0.00005153949,0.001339155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022375,"threshold_uncertainty_score":0.05406898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09821585325743597,"score_gpt":0.3735457830017618,"score_spread":0.2753299297443258,"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."}}