{"id":"W3200796005","doi":"10.1155/2021/5528786","title":"Clinical Symptoms and Types of Samples Are Critical Factors for the Molecular Diagnosis of Symptomatic COVID-19 Patients: A Systematic Literature Review","year":2021,"lang":"en","type":"review","venue":"International Journal of Microbiology","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Tehran University of Medical Sciences and Health Services","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Internal medicine; Pathology; Disease","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":[0.007136192,0.001278833,0.005944379,0.01611636,0.0007518657,0.002573555,0.001947158,0.001737669,0.003645563],"category_scores_gemma":[0.04548092,0.0008957483,0.006326718,0.0165397,0.001046636,0.002504542,0.001345661,0.0007853706,0.0003667051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195816,"about_ca_system_score_gemma":0.009584425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005769955,"about_ca_topic_score_gemma":0.01464374,"domain_scores_codex":[0.9908166,0.00203614,0.004725197,0.0007894363,0.00140229,0.0002303686],"domain_scores_gemma":[0.9423905,0.04354904,0.008708454,0.000672463,0.004324592,0.000354931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000267306,0.00003348108,0.006914337,0.9193669,0.005343419,0.0002526219,0.0003522641,0.00007219592,0.0001972185,0.0001938162,0.002127595,0.06487883],"study_design_scores_gemma":[0.0001279566,0.0001805925,0.02151485,0.8953953,0.05743207,0.001366703,0.0008163538,0.0001030822,0.0002409603,0.0002928108,0.02245965,0.00006968597],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002036075,0.9962742,0.0001406181,0.0002583542,0.00008731565,0.0001728458,0.0007705774,0.000006181769,0.0002538643],"genre_scores_gemma":[0.02056176,0.976856,0.0007621548,0.0004825031,0.0001182452,0.0003913393,0.0007504574,0.00000769629,0.00006978372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01611636,"threshold_uncertainty_score":0.03774029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08145078384360632,"score_gpt":0.4360960605664728,"score_spread":0.3546452767228664,"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."}}