{"id":"W3157371065","doi":"10.1371/journal.pone.0250958","title":"Risk factors for COVID-19 among healthcare workers. A protocol for a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Systematic review; Medicine; MEDLINE; Protocol (science); Meta-analysis; Health care; Observational study; Guideline; Front line; Family medicine; Intensive care medicine; Alternative medicine; Nursing; Pathology; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001294313,0.0004315146,0.01136678,0.0003127679,0.0001798788,0.00004748797,0.00007164218,0.0002691117,0.0002084295],"category_scores_gemma":[0.004110973,0.0002632232,0.004258337,0.0006737511,0.00002400597,0.00005188312,0.00002363006,0.0002505086,0.000002998446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002154928,"about_ca_system_score_gemma":0.0004166714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008563802,"about_ca_topic_score_gemma":0.00009038425,"domain_scores_codex":[0.9968807,0.000589927,0.001409389,0.0005496809,0.0003321016,0.0002382613],"domain_scores_gemma":[0.9958571,0.001145943,0.00166087,0.0005563281,0.000490536,0.0002892021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009213815,0.0001975259,0.0001486135,0.7894945,0.2098638,8.941659e-7,0.00001828965,1.120533e-7,3.630824e-9,0.000009701958,0.0001277001,0.0001297222],"study_design_scores_gemma":[0.0004484336,0.0001453409,0.000003309439,0.1424509,0.8333028,0.000002295678,0.00001178744,0.00005826557,1.20589e-7,0.0000053638,0.02338854,0.0001828103],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[5.837762e-8,0.6067773,0.002881502,0.0002494499,0.000004276499,0.3897451,0.0003014895,0.00003708696,0.000003724398],"genre_scores_gemma":[0.000001178615,0.4356981,0.0003428736,0.0003140549,0.00004343886,0.5622556,0.000413787,0.00003348507,0.0008974375],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6470435,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3656681558782447,"score_gpt":0.4472013586477306,"score_spread":0.08153320276948595,"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."}}