{"id":"W4285744912","doi":"10.2147/ceor.s338225","title":"Economic Burden of COVID-19: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"ClinicoEconomics and Outcomes Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Medicine; MEDLINE; Psychological intervention; Cochrane Library; Systematic review; Population; Pandemic; Health care; Coronavirus disease 2019 (COVID-19); Data extraction; Productivity; Environmental health; Meta-analysis; Pathology; Disease; Infectious disease (medical specialty); Nursing","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":[0.01951209,0.002142931,0.009111187,0.0172281,0.0008506946,0.004585417,0.002161895,0.00296678,0.004938705],"category_scores_gemma":[0.09066254,0.00157676,0.00951012,0.01333221,0.001279738,0.003547016,0.002349033,0.001921784,0.0003009398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007790081,"about_ca_system_score_gemma":0.01935045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007566982,"about_ca_topic_score_gemma":0.01962435,"domain_scores_codex":[0.9784834,0.008413125,0.006896502,0.001099454,0.004482117,0.0006253243],"domain_scores_gemma":[0.9243967,0.05497579,0.01377941,0.0008684817,0.005365185,0.0006144284],"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":[0.0001688717,0.00001239662,0.0008454855,0.9670131,0.01137312,0.00009898033,0.0001018088,0.0001211455,0.00006690309,0.0003300492,0.00166776,0.01820047],"study_design_scores_gemma":[0.0001765041,0.0001178708,0.002871385,0.9406562,0.04482289,0.0002663221,0.0002088808,0.000110352,0.00008395349,0.0004345499,0.01022234,0.0000287024],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001024473,0.9964244,0.0001910495,0.0007867212,0.0002139182,0.0004767764,0.0005493685,0.00000800316,0.0003252088],"genre_scores_gemma":[0.02399393,0.9716451,0.00115439,0.001210459,0.0002261367,0.001186656,0.0004387809,0.000008780587,0.0001358574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01951209,"threshold_uncertainty_score":0.103191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4567812509240685,"score_gpt":0.6258804148379368,"score_spread":0.1690991639138683,"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."}}