{"id":"W3085341517","doi":"10.38124/ijisrt20sep086","title":"Hand Hygiene Guidelines for Front Line Health Care Workers","year":2020,"lang":"en","type":"article","venue":"International Journal of Innovative Science and Research Technology (IJISRT)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hygiene; Front line; Medicine; Health care; Nursing; Family medicine; Data collection; Personal protective equipment; Environmental health; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.005862178,0.0002959357,0.0004353601,0.001860649,0.001066864,0.0007177733,0.001429953,0.001744118,0.007147657],"category_scores_gemma":[0.01235603,0.0003052948,0.0008612173,0.001068851,0.000322109,0.0006461436,0.0009217269,0.001152394,0.002697123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644351,"about_ca_system_score_gemma":0.008024419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527713,"about_ca_topic_score_gemma":0.02751086,"domain_scores_codex":[0.9956087,0.001480629,0.001551673,0.00009885807,0.0009669077,0.0002931647],"domain_scores_gemma":[0.9913124,0.002201672,0.001587308,0.0003304346,0.004056262,0.0005118176],"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":[0.0002449979,0.002370886,0.04027192,0.01256136,0.00007533473,0.001739245,0.01088916,0.0005523281,0.004476656,0.00272249,0.308617,0.6154786],"study_design_scores_gemma":[0.0005036159,0.001502685,0.2197354,0.0325393,0.0001238031,0.002506891,0.01036789,0.0006123064,0.003054823,0.002971279,0.7259195,0.0001625659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2753247,0.1075937,0.04106419,0.1163753,0.00700092,0.075999,0.02083115,0.002322117,0.3534889],"genre_scores_gemma":[0.4261955,0.1115994,0.2833588,0.03250093,0.001404002,0.0507164,0.01359887,0.000189342,0.08043677],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01527713,"threshold_uncertainty_score":0.03100252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3008899149359309,"score_gpt":0.5948100680465747,"score_spread":0.2939201531106437,"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."}}