{"id":"W3137502523","doi":"10.1017/ice.2021.79","title":"Antiviral use in healthcare workers—A systematic review","year":2021,"lang":"en","type":"review","venue":"Infection Control and Hospital Epidemiology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Pandemic; Context (archaeology); Healthcare worker; Health care; Influenza pandemic; Neuraminidase; Neuraminidase inhibitor; Infection control; Outbreak; Medicine; Systematic review; Virology; Coronavirus disease 2019 (COVID-19); Intensive care medicine; MEDLINE; Virus; Biology; Political science; Pathology; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003294288,0.0005257627,0.01016451,0.000344045,0.0001004726,0.00001800937,0.00007329197,0.0005662618,0.00001247363],"category_scores_gemma":[0.02813883,0.000359057,0.0008391654,0.0004645452,0.0002023441,0.0001239542,0.0001097932,0.001231198,0.00006350679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999059,"about_ca_system_score_gemma":0.0003377722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790358,"about_ca_topic_score_gemma":0.0001978752,"domain_scores_codex":[0.9924048,0.003968799,0.002110076,0.000693111,0.000163881,0.0006593113],"domain_scores_gemma":[0.9932018,0.0050667,0.00076532,0.0004941027,0.0002833711,0.0001887407],"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":[0.00001143669,0.00006890991,0.02112842,0.9035761,0.0006717348,0.0001164907,0.000007915283,1.581588e-7,9.498129e-9,0.0003719517,0.001274134,0.07277279],"study_design_scores_gemma":[0.000734763,0.0004351071,0.002672282,0.7314007,0.002247774,0.0001709081,0.000004055431,0.00001123506,3.615969e-9,0.00002972528,0.2619892,0.0003042142],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001180178,0.9915812,0.00004655945,0.002655755,0.0003435403,0.005199188,0.00004162363,0.0000575565,0.00006279999],"genre_scores_gemma":[0.0001040733,0.9933229,0.00004358269,0.00468846,0.0001815351,0.001370614,0.00007340181,0.00003976594,0.000175688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2607151,"threshold_uncertainty_score":0.9998862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156468318900196,"score_gpt":0.4618574141133419,"score_spread":0.3053890952131459,"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."}}