{"id":"W1979182865","doi":"10.1016/j.jhin.2007.12.007","title":"What do healthcare workers think? A survey of facial protection equipment user preferences","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Personal protective equipment; Eyewear; Respirator; Health care; Medical emergency; Eye protection; Infection control; Intensive care unit; Coronavirus disease 2019 (COVID-19); Surgery; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910669,0.0001945501,0.0002936852,0.0005456189,0.0007003119,0.0009250595,0.0002051103,0.0008338721,0.002241281],"category_scores_gemma":[0.007220222,0.0002507369,0.0004233567,0.000428107,0.0003665728,0.0006782619,0.0004676052,0.0008375352,0.0005007042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686284,"about_ca_system_score_gemma":0.0004613854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007595981,"about_ca_topic_score_gemma":0.008856182,"domain_scores_codex":[0.9989828,0.0004021549,0.0001199333,0.00007092602,0.0002109144,0.0002132608],"domain_scores_gemma":[0.9934468,0.002813123,0.00186215,0.0001474204,0.0007583674,0.0009720465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003064813,0.0002813613,0.9663879,0.00009290752,0.00006264313,0.0002360205,0.01811086,0.00004296097,0.001114912,0.00004366822,0.001074537,0.01224589],"study_design_scores_gemma":[0.00002906195,0.0006306391,0.9249728,0.00008947581,0.00003491561,0.0005300859,0.07104759,0.0002154294,0.0002569866,0.00005243474,0.002108037,0.00003250222],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987221,0.0001271069,0.00005078809,0.000305645,0.00001336329,0.000008351253,0.00008773286,0.000001787164,0.0006831951],"genre_scores_gemma":[0.9986081,0.0002239379,0.00011642,0.0004980717,0.00001324735,0.00001214014,0.00009170805,0.000002900902,0.0004337111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007595981,"threshold_uncertainty_score":0.01510352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055943940334828,"score_gpt":0.3082334422826862,"score_spread":0.2576740028793379,"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."}}