{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130872,0.0001253117,0.0003444559,0.0001213154,0.0003380439,0.000009476871,0.00004299129,0.0001283208,0.00001033474],"category_scores_gemma":[0.002104132,0.0001053357,0.00006175981,0.0003148912,0.0001095843,0.00008396621,0.0001213213,0.0003258301,0.000001171881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008596735,"about_ca_system_score_gemma":0.00005388616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007530115,"about_ca_topic_score_gemma":0.00006045619,"domain_scores_codex":[0.9984191,0.0003393456,0.0007346541,0.0002964824,0.00004911435,0.0001613123],"domain_scores_gemma":[0.9977757,0.001503375,0.0004731658,0.0001275623,0.00009557264,0.00002460635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000601011,0.0001025356,0.9139877,0.0001081828,0.00008484801,8.046933e-7,0.00008804654,0.000008429253,0.0838446,0.00001087064,0.00002150265,0.001682367],"study_design_scores_gemma":[0.00319513,0.0009704993,0.9842335,0.0001437749,0.0001667317,0.0006712863,0.00006047324,0.0006901481,0.009299709,0.000265768,0.0001909304,0.000112058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981624,0.00004312248,0.0000592305,0.00008031962,0.0002450093,0.001244423,0.0001023755,0.00004843089,0.00001463278],"genre_scores_gemma":[0.9982263,0.000001938591,0.0006235819,0.0008978049,0.00002327469,0.0001455186,0.00005984816,0.00001374216,0.000007928025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07454489,"threshold_uncertainty_score":0.4295466,"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."}}