{"id":"W7133027530","doi":"","title":"Behind the Mask: Determinants of Nurses' Adherence to Recommended Use of Facial Protective Equipment to Prevent Occupational Transmission of Communicable Respiratory Illness in Acute Care Hospitals","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Personal protective equipment; Respirator; Health care; Competence (human resources); Observational study; Occupational safety and health; Respiratory illness","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001734824,0.0001271993,0.0001273346,0.0002396933,0.0003398267,0.0005109654,0.0004171423,0.0004669542,0.002274655],"category_scores_gemma":[0.01123357,0.0001398301,0.0002226111,0.0003156469,0.0003204978,0.000337782,0.0003941029,0.0005929263,0.0001588296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555777,"about_ca_system_score_gemma":0.001496242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04757708,"about_ca_topic_score_gemma":0.03872588,"domain_scores_codex":[0.9986793,0.0004460757,0.0001891855,0.0001232696,0.000311597,0.0002505627],"domain_scores_gemma":[0.9905467,0.002212442,0.004751253,0.0003137245,0.0008947741,0.0012811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001915348,0.00004942578,0.9982141,0.000009937757,0.000009805646,0.00001765059,0.0002696329,0.00003593875,0.00005280826,0.00001019641,0.0001164432,0.001194834],"study_design_scores_gemma":[0.000001986706,0.00007228351,0.998751,0.0000181717,0.000003545721,0.00002493615,0.0007898795,0.0002006273,0.00002550768,0.000008833725,0.0001012465,0.000001912751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991242,0.00007310612,0.00005768716,0.0002917206,0.000005421365,0.00001066167,0.00006224652,0.000001722189,0.0003731427],"genre_scores_gemma":[0.9997066,0.00002601064,0.00007208873,0.00004263823,0.000004143142,0.000005159765,0.00003773253,6.993153e-7,0.0001048942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04757708,"threshold_uncertainty_score":0.09460032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048952087053655,"score_gpt":0.4116541158111218,"score_spread":0.3627020287574668,"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."}}