{"id":"W3037822861","doi":"10.14740/jocmr4240","title":"Use of Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios in COVID-19","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Neutrophil to lymphocyte ratio; Coronavirus disease 2019 (COVID-19); Lymphocyte; Internal medicine; Meta-analysis; Disease; Severity of illness; Gastroenterology; Platelet; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Infectious disease (medical specialty)","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":[0.01594141,0.00148652,0.006669051,0.004838675,0.00046018,0.003045824,0.001863765,0.001949963,0.003338538],"category_scores_gemma":[0.04079311,0.0006778687,0.01539908,0.005379261,0.0008542544,0.001962318,0.001229514,0.0019764,0.0002275062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207064,"about_ca_system_score_gemma":0.001701138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757278,"about_ca_topic_score_gemma":0.004465886,"domain_scores_codex":[0.9852856,0.006556719,0.004569252,0.001672552,0.001668153,0.0002478118],"domain_scores_gemma":[0.9572623,0.03337437,0.007196319,0.0006880134,0.001246467,0.0002326345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.008941399,0.0001198056,0.05622442,0.5299092,0.3251449,0.0003125817,0.0002349098,0.00092019,0.000491344,0.0008650735,0.002108854,0.07472728],"study_design_scores_gemma":[0.002476063,0.001585078,0.06035505,0.1323295,0.780125,0.0009716022,0.0003896618,0.0009278938,0.0007955558,0.003098589,0.01679712,0.0001489589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004982698,0.9930452,0.0003823,0.0002991039,0.0001317898,0.0001210143,0.0006265496,0.000007821316,0.0004035577],"genre_scores_gemma":[0.3726575,0.6171393,0.004235105,0.001870763,0.0007038208,0.001179959,0.001628628,0.00003766176,0.000547232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01594141,"threshold_uncertainty_score":0.08430725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4331367173507192,"score_gpt":0.5400391742670293,"score_spread":0.1069024569163101,"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."}}