{"id":"W3126764877","doi":"10.5206/uwomj.v89is1.10662","title":"Investigation and Management of COVID-19","year":2021,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Pneumonia; Outbreak; Coronavirus; Intensive care medicine; Economic shortage; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Viral pneumonia; Etiology; 2019-20 coronavirus outbreak; Disease; Diagnostic test; Virology; Infectious disease (medical specialty); Pathology; Pediatrics; Government (linguistics); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032817,0.0003752268,0.0005432724,0.001081084,0.001265757,0.001581353,0.000795293,0.001092699,0.002348017],"category_scores_gemma":[0.003778738,0.0001888115,0.0002921177,0.0008027331,0.0008661192,0.00102556,0.0006368837,0.0014083,0.0008967218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150748,"about_ca_system_score_gemma":0.003668266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148674,"about_ca_topic_score_gemma":0.02190315,"domain_scores_codex":[0.9993956,0.0001457841,0.00009108055,0.0000772401,0.0001464941,0.0001436349],"domain_scores_gemma":[0.9992834,0.00008950105,0.0001377373,0.00002966223,0.0002868131,0.0001728943],"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":[0.0005599417,0.0009693832,0.3037492,0.001927395,0.0001014768,0.07152612,0.003274445,0.000430377,0.01021914,0.008525185,0.06921486,0.5295024],"study_design_scores_gemma":[0.0001711115,0.00173632,0.2972885,0.01184676,0.0002804624,0.2915578,0.01119975,0.001489201,0.00668409,0.009402724,0.3681843,0.0001589465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2367945,0.4436101,0.009038487,0.07143004,0.002474115,0.0009090372,0.0008080449,0.0002035947,0.234732],"genre_scores_gemma":[0.7640143,0.1924136,0.009356908,0.01881644,0.004826998,0.0002507185,0.001140762,0.00004429283,0.009135911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0148674,"threshold_uncertainty_score":0.0295617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688592704993626,"score_gpt":0.3568280473176217,"score_spread":0.2879687768182592,"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."}}