{"id":"W4254707048","doi":"10.14283/jnhrs.2015.11","title":"EFFECTIVENESS OF A HEALTH CARE AIDE EDUCATIONAL INTERVENTION TO IMPROVE RECOGNITION OF URINARY TRACT INFECTION AND NURSING HOME ACQUIRED PNEUMONIA SYMPTOMS IN LONG-TERM CARE FACILITIES: A PRE-POST INTERVENTION TRIAL","year":2015,"lang":"en","type":"article","venue":"The Journal of Nursing Home Research Sciences","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Health Sciences Centre; University of Calgary","funders":"","keywords":"Intervention (counseling); Medicine; Pneumonia; Urinary system; Nursing; Intensive care medicine; Long-term care; Nursing homes; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136028,0.0001490636,0.000508204,0.001389135,0.0005486389,0.00004496737,0.0002973857,0.0001178319,0.00001412813],"category_scores_gemma":[0.0009323683,0.0001117907,0.000154583,0.001104816,0.0006727792,0.0006380388,0.00005841525,0.0005099578,0.000001773531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866095,"about_ca_system_score_gemma":0.001565963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549789,"about_ca_topic_score_gemma":0.0001434364,"domain_scores_codex":[0.9914863,0.005565678,0.00115023,0.0002464358,0.001064242,0.0004870891],"domain_scores_gemma":[0.9955943,0.001416933,0.0008439435,0.0001708921,0.001781528,0.0001923696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04304087,0.003044325,0.04006972,0.006716073,0.00006045859,0.000003512541,0.4197255,0.0001181472,0.005137674,0.00003209905,0.0001018483,0.4819498],"study_design_scores_gemma":[0.009517732,0.02282738,0.7517986,0.02898189,0.00004621465,0.00006087208,0.1844483,0.00002008604,0.0004786575,0.00168944,0.000002112636,0.0001287018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898514,0.005294478,0.0002447316,0.0008212685,0.002183862,0.00150622,0.00003696896,0.000008203529,0.00005287484],"genre_scores_gemma":[0.9994836,0.0001490907,0.00007352662,0.000002235844,0.000203849,0.0000341317,0.00002047098,0.00001147671,0.00002158176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117289,"threshold_uncertainty_score":0.4879772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296594794239595,"score_gpt":0.5077949501230514,"score_spread":0.3781354706990919,"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."}}