{"id":"W2595330424","doi":"","title":"Hospital adherence to respiratory protection guidelines: The REACH 2 evaluation","year":2013,"lang":"en","type":"article","venue":"141st APHA Annual Meeting and Exposition (November 2 - November 6, 2013)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Medicine; 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":[0.02441156,0.001039885,0.002260283,0.001753494,0.001301625,0.00240982,0.001972682,0.004262526,0.007112358],"category_scores_gemma":[0.111466,0.0008368528,0.004654772,0.001864938,0.002407617,0.007236445,0.007189525,0.004288843,0.0006780949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249128,"about_ca_system_score_gemma":0.009061192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007349996,"about_ca_topic_score_gemma":0.01275104,"domain_scores_codex":[0.9677175,0.02070497,0.002397565,0.001574865,0.005687734,0.001917343],"domain_scores_gemma":[0.9361808,0.04300262,0.01034118,0.002717158,0.003126964,0.004631233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1904678,0.03094541,0.4451425,0.01371275,0.01662351,0.0005487779,0.009203808,0.004398337,0.0003752272,0.0109312,0.03577883,0.2418718],"study_design_scores_gemma":[0.09300634,0.1045345,0.727282,0.008301204,0.01718232,0.000421543,0.01437172,0.004457137,0.0009264032,0.00956424,0.01951499,0.0004375601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567165,0.003640341,0.0009520067,0.009429808,0.000505894,0.004973097,0.005716776,0.00008144145,0.01798408],"genre_scores_gemma":[0.977618,0.001553624,0.002608157,0.003156101,0.0002559971,0.01033523,0.002943595,0.00004275762,0.001486375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441156,"threshold_uncertainty_score":0.1291022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04865264665746991,"score_gpt":0.3301224651694454,"score_spread":0.2814698185119755,"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."}}