{"id":"W3090971170","doi":"10.1177/2472630320962002","title":"Detection Methods of COVID-19","year":2020,"lang":"en","type":"article","venue":"SLAS TECHNOLOGY","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Radiological weapon; 2019-20 coronavirus outbreak; China; Health care; Computer science; Medicine; Medical physics; Risk analysis (engineering); Disease; Virology; Infectious disease (medical specialty); Geography; Radiology; Pathology; Economic growth; Outbreak; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216211,0.001303938,0.0006338611,0.003734051,0.0007456199,0.001144388,0.00121942,0.00173906,0.003029226],"category_scores_gemma":[0.00149065,0.0005736439,0.0008773027,0.001312134,0.0007337047,0.001527056,0.001189407,0.001357926,0.003911547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000509919,"about_ca_system_score_gemma":0.0005402842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007587853,"about_ca_topic_score_gemma":0.0009309519,"domain_scores_codex":[0.997755,0.0002946744,0.000147701,0.0007401201,0.0008903898,0.0001721518],"domain_scores_gemma":[0.9990951,0.0001454561,0.0001685166,0.00009012067,0.0004349719,0.00006591823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001372531,0.00009649584,0.003433503,0.0006944885,0.00005121299,0.0002572749,0.0002466633,0.0002976235,0.9161364,0.001945739,0.001909932,0.07479334],"study_design_scores_gemma":[0.00003865563,0.0005265256,0.005607649,0.0001125698,0.0001337,0.002143673,0.0003293206,0.0140969,0.9338803,0.001284442,0.04168414,0.0001621879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.1402331,0.02373184,0.8057588,0.00147883,0.001429342,0.001017343,0.0015439,0.00415064,0.02065618],"genre_scores_gemma":[0.3797755,0.01235819,0.5849406,0.001396051,0.0003724494,0.000975705,0.001721053,0.000271005,0.01818943],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003734051,"threshold_uncertainty_score":0.0101338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837366241795217,"score_gpt":0.41810175272303,"score_spread":0.3597280903050779,"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."}}