{"id":"W4206016724","doi":"10.53350/pjmhs2115113492","title":"Knowledge, Attitude and Practices of Healthcare Providers Regarding Infection Control at Tertiary Care Hospital","year":2021,"lang":"en","type":"article","venue":"","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Infection control; Medicine; Health care; Universal precautions; Transmission (telecommunications); Personal protective equipment; Family medicine; Informed consent; Tertiary care; Cross-sectional study; Nursing; Environmental health; Infectious disease (medical specialty); Alternative medicine; Disease; Human immunodeficiency virus (HIV); Intensive care medicine; Pathology; Coronavirus disease 2019 (COVID-19)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002237065,0.0001705296,0.0004096818,0.0001253377,0.0001869793,0.00002536115,0.00002675755,0.000184587,0.00008772992],"category_scores_gemma":[0.001275326,0.0001531096,0.0001144154,0.0001895973,0.00007465128,0.0002619865,0.00006546661,0.0002853196,0.00001293316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543758,"about_ca_system_score_gemma":0.000487765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911043,"about_ca_topic_score_gemma":0.004066021,"domain_scores_codex":[0.9984779,0.0002186656,0.000420619,0.0004002898,0.0002137842,0.0002686776],"domain_scores_gemma":[0.9973494,0.0002953856,0.0003756653,0.0003057263,0.001474949,0.0001988325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001167691,0.0001209655,0.9823589,0.002782077,0.0001463728,0.00004191854,0.001768713,0.000004219995,0.001995073,0.0002948631,0.0005738207,0.009796245],"study_design_scores_gemma":[0.006558778,0.0009361396,0.9579826,0.0007093003,0.0003762336,0.0004962338,0.003838583,0.0004367938,0.0113547,0.0000292913,0.01697142,0.0003099213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552068,0.01221712,0.0002443867,0.02470304,0.000943244,0.001315867,0.00001409745,0.0001793526,0.005176121],"genre_scores_gemma":[0.9973155,0.000372109,0.0003401526,0.0009331126,0.0003090551,0.00006737355,0.00003150211,0.00002728324,0.0006039474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04210869,"threshold_uncertainty_score":0.624363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061488525556207,"score_gpt":0.3568802832907732,"score_spread":0.3362653980352111,"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."}}