{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003520005,0.001578227,0.002572829,0.0007219993,0.001129421,0.001039347,0.001693842,0.003705739,0.005370171],"category_scores_gemma":[0.004625938,0.0008972081,0.002036753,0.0004705211,0.001386111,0.001108502,0.0009034011,0.003068503,0.0006734587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001592496,"about_ca_system_score_gemma":0.002943406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003992166,"about_ca_topic_score_gemma":0.0050856,"domain_scores_codex":[0.9971066,0.001494607,0.0002522654,0.0003975817,0.0003049659,0.0004439987],"domain_scores_gemma":[0.9964347,0.001409914,0.0005764998,0.0002323129,0.0003006152,0.001045996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7276905,0.2357928,0.001920035,0.001584843,0.0006709378,0.00007313449,0.0002582035,0.0002896198,0.001459164,0.00007192797,0.0004419638,0.02974693],"study_design_scores_gemma":[0.4987263,0.4916596,0.00798467,0.00009208336,0.000366672,0.0000161608,0.00008003286,0.0002514152,0.0005085571,0.00003717737,0.0002612764,0.00001621445],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876922,0.0009138134,0.0003044964,0.0002908661,0.000342509,0.009276433,0.0002540858,0.00005441066,0.0008711178],"genre_scores_gemma":[0.9783742,0.0009570458,0.002426417,0.0005413382,0.0005021174,0.01497157,0.0003745705,0.000008627893,0.001844063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005370171,"threshold_uncertainty_score":0.01861584,"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."}}