{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09709817,0.00619569,0.01868572,0.01134735,0.003082819,0.007540266,0.00497144,0.007880878,0.06793202],"category_scores_gemma":[0.1640534,0.006191785,0.02821483,0.01271318,0.003699392,0.00667831,0.004777929,0.008406925,0.00792156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01063061,"about_ca_system_score_gemma":0.04748312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006561489,"about_ca_topic_score_gemma":0.01276202,"domain_scores_codex":[0.9439369,0.02675689,0.01801287,0.00502715,0.004566008,0.001700246],"domain_scores_gemma":[0.9242961,0.03791003,0.01383514,0.01019751,0.01190146,0.001859824],"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":[0.006757652,0.0001925093,0.0008677556,0.9186101,0.01648551,0.0003824962,0.0009526473,0.001390871,0.0008807817,0.004498258,0.03033274,0.01864866],"study_design_scores_gemma":[0.06785703,0.002158794,0.008079854,0.6285676,0.08538917,0.0007601979,0.00111399,0.004288153,0.002118552,0.02353089,0.1752567,0.000879127],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006157887,0.005059567,0.005815546,0.0008894009,0.0007401998,0.9719686,0.01378696,0.0004360802,0.0006878283],"genre_scores_gemma":[0.0004457708,0.0007860931,0.005118805,0.0002096589,0.000021478,0.9926158,0.0005955489,0.00001652752,0.0001902982],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09709817,"threshold_uncertainty_score":0.5135103,"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."}}