{"id":"W3113504589","doi":"10.3390/diagnostics11010115","title":"COVID-19 Point-of-Care Diagnostics That Satisfy Global Target Product Profiles","year":2021,"lang":"en","type":"review","venue":"Diagnostics","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Point-of-care testing; Point of care; Product (mathematics); Point (geometry); Virology; Computer science; Medicine; Environmental science; Mathematics; Internal medicine; Pathology; Outbreak; Infectious disease (medical specialty)","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":[0.001175394,0.0007527285,0.001098196,0.004011421,0.0001813927,0.001390899,0.0008338959,0.001226935,0.004622751],"category_scores_gemma":[0.002089611,0.0002355579,0.0009902206,0.002318019,0.0002828864,0.001204816,0.0005959541,0.001295901,0.003013164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006227868,"about_ca_system_score_gemma":0.001847969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171422,"about_ca_topic_score_gemma":0.001832337,"domain_scores_codex":[0.9993118,0.0001197126,0.0001332715,0.00007409423,0.0003010746,0.00005999744],"domain_scores_gemma":[0.9989029,0.0004157551,0.0001795491,0.00002894827,0.000425611,0.00004723831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000597697,0.00004456128,0.0002699044,0.0290034,0.0001091174,0.0001584059,0.0000542816,0.000352513,0.002544233,0.003712491,0.03617316,0.9275182],"study_design_scores_gemma":[0.00001100744,0.0001042146,0.0006518296,0.005774661,0.0001405414,0.0007567191,0.00003403864,0.0001074848,0.0008609827,0.0006801311,0.9908633,0.00001516231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003188379,0.9905891,0.0008034196,0.000795646,0.00048036,0.00005887343,0.0003043675,0.00005047799,0.00659884],"genre_scores_gemma":[0.001666288,0.9940864,0.00141574,0.0007397097,0.0001865035,0.00003980539,0.000343057,0.00000685327,0.00151561],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004622751,"threshold_uncertainty_score":0.01546466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09416891209924419,"score_gpt":0.3940462050101201,"score_spread":0.2998772929108759,"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."}}