{"id":"W4393232630","doi":"10.1007/s12088-024-01238-1","title":"Impact of Prolonged SARS-CoV-2 Viral Shedding on COVID-19 Disease Outcome and Viral Dynamics","year":2024,"lang":"en","type":"review","venue":"Indian Journal of Microbiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Viral shedding; Virus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Pandemic; 2019-20 coronavirus outbreak; Medicine; Virology; Biology; Infectious disease (medical specialty); Outbreak; Internal medicine","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":[0.0007865548,0.0005559127,0.00179456,0.0009767415,0.0001283629,0.0009228205,0.0006463376,0.0007747056,0.003165317],"category_scores_gemma":[0.00141626,0.0002007314,0.0008002312,0.001057668,0.0002739546,0.0006391229,0.0003764243,0.001109965,0.0007904194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004379368,"about_ca_system_score_gemma":0.001253088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297886,"about_ca_topic_score_gemma":0.002191698,"domain_scores_codex":[0.9998181,0.00003819068,0.00003945585,0.00003240372,0.00005250072,0.00001935334],"domain_scores_gemma":[0.9993947,0.0003641329,0.00009670311,0.00001164186,0.0001086382,0.00002417326],"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":[0.0003461744,0.0000878405,0.0006184129,0.02970984,0.0004331656,0.0001173443,0.00004929183,0.0003102179,0.0008100633,0.001423302,0.01343696,0.9526573],"study_design_scores_gemma":[0.0002143974,0.0009385906,0.008403216,0.02715938,0.002219018,0.001724175,0.0002191196,0.0002648651,0.0009578431,0.002641626,0.9551865,0.00007126104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001647202,0.9993044,0.0000311185,0.0001379748,0.0000902235,0.000003249587,0.0000234491,0.00000198434,0.0002429019],"genre_scores_gemma":[0.001281931,0.9981939,0.00009378146,0.0001117369,0.000122552,0.000005477425,0.00003290538,6.847516e-7,0.0001569958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003165317,"threshold_uncertainty_score":0.010589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07294664269431785,"score_gpt":0.4410114531888309,"score_spread":0.3680648104945131,"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."}}