{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003777704,0.0001105679,0.0002573158,0.001594349,0.0004701677,0.00008069223,0.001107172,0.0001040609,0.00003676907],"category_scores_gemma":[0.003838257,0.00008627837,0.00003866341,0.002145936,0.002087826,0.0002221037,0.0003158592,0.0006678446,0.00001274445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008597817,"about_ca_system_score_gemma":0.003191886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533673,"about_ca_topic_score_gemma":0.00003834922,"domain_scores_codex":[0.9972364,0.00006681572,0.0006979628,0.0003616674,0.001132202,0.0005049402],"domain_scores_gemma":[0.9823523,0.0001800795,0.0003584011,0.0001370917,0.01676795,0.0002041644],"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":[0.001661267,0.0002009789,0.01530041,0.000106749,0.0002015916,0.0001531049,0.01219117,0.00001261731,0.02159361,0.0436437,0.06846295,0.8364719],"study_design_scores_gemma":[0.0110515,0.01665179,0.02814082,0.0009734012,0.00001442495,0.0006245568,0.3044891,0.0007542685,0.05236977,0.007946978,0.5763456,0.0006378184],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4406361,0.005108491,0.01457984,0.5358424,0.001746532,0.0007247244,0.00009007103,0.0000524918,0.001219336],"genre_scores_gemma":[0.9872735,0.0001343771,0.006515859,0.005414813,0.0005120949,0.00002384845,0.000004551154,0.00001038306,0.0001105922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.835834,"threshold_uncertainty_score":0.7692684,"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."}}