{"id":"W4411500765","doi":"10.1017/s0950268825100174","title":"Severe acute respiratory syndrome coronavirus-2 shedding in exhaled material: a systematic review","year":2025,"lang":"en","type":"review","venue":"Epidemiology and Infection","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Respiratory system; Betacoronavirus; Virology; Immunology; Pathology; Internal medicine; 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":[0.007010371,0.001728621,0.009687497,0.01149962,0.0006266118,0.003056458,0.001764916,0.00196534,0.00549705],"category_scores_gemma":[0.03131795,0.001016646,0.008459539,0.01090968,0.0007932353,0.002392906,0.001587338,0.00108351,0.0004500036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022616,"about_ca_system_score_gemma":0.01234537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007295342,"about_ca_topic_score_gemma":0.01959172,"domain_scores_codex":[0.9940509,0.001796086,0.002538894,0.0005166486,0.000854207,0.0002432902],"domain_scores_gemma":[0.9782131,0.01559321,0.003451303,0.0003385764,0.002167441,0.000236417],"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":[0.0001173023,0.00000917786,0.0004761459,0.9765904,0.005834212,0.00007418462,0.0001119741,0.00006563793,0.0001314139,0.0001060902,0.0007513739,0.01573215],"study_design_scores_gemma":[0.0001528913,0.0001964751,0.003229758,0.90443,0.07514881,0.0003055797,0.0002328407,0.00006878439,0.0001618301,0.0002349192,0.01580249,0.00003572891],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001194523,0.996908,0.0001729442,0.0002714667,0.0001363305,0.0003110618,0.0007113852,0.000009292259,0.0002851482],"genre_scores_gemma":[0.01246577,0.9853146,0.0005145131,0.0005218381,0.00009520496,0.0005832561,0.0003800673,0.000006204786,0.0001184167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01149962,"threshold_uncertainty_score":0.0370748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081758773187983,"score_gpt":0.4521919644143622,"score_spread":0.344016087095564,"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."}}