{"id":"W3098305151","doi":"10.1016/j.ijid.2020.11.138","title":"SARS-CoV-2 sensitivity limbo – How low can we go?","year":2020,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Point-of-care testing; Diagnostic test; Food and drug administration; Medical emergency; Context (archaeology); Gold standard (test); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Pandemic; Point of care; Coronavirus disease 2019 (COVID-19); Virology; Infectious disease (medical specialty); Disease; Emergency medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02408169,0.001968884,0.003957435,0.002642407,0.001695951,0.0112092,0.004105197,0.008240406,0.021147],"category_scores_gemma":[0.07148302,0.001099605,0.002660675,0.001279792,0.005376515,0.01775955,0.003890043,0.01271598,0.01992382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005848216,"about_ca_system_score_gemma":0.007046726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010393,"about_ca_topic_score_gemma":0.007585547,"domain_scores_codex":[0.9871582,0.004696327,0.001289916,0.0015747,0.004206495,0.001074353],"domain_scores_gemma":[0.9469939,0.02117079,0.003225947,0.001662341,0.0230513,0.003895617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008401175,0.000246454,0.007661107,0.005924447,0.0003641815,0.0004077763,0.0004675876,0.000598314,0.002224021,0.01429691,0.4306594,0.5363097],"study_design_scores_gemma":[0.0001651479,0.001026026,0.008395609,0.01794157,0.0007340016,0.001751684,0.002212454,0.001329596,0.003280378,0.05841469,0.9044383,0.0003106029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002630837,0.4843314,0.005689561,0.4734709,0.01305703,0.0001190683,0.001599394,0.0008131311,0.01828876],"genre_scores_gemma":[0.09937738,0.4827794,0.02329857,0.3460786,0.02372704,0.0006217436,0.003104973,0.0009667582,0.02004557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02408169,"threshold_uncertainty_score":0.1273577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047952485544344,"score_gpt":0.3014403576878674,"score_spread":0.270960832832424,"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."}}