{"id":"W2805246625","doi":"10.1186/s40814-018-0272-x","title":"Impact of the applied simulated and integrated learning approach on nursing assistants’ knowledge and confidence caring for frail seniors in nursing homes","year":2018,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo; Conestoga College","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Nursing; Psychology; Nurse education; Gerontology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003108893,0.0005267195,0.0004451369,0.0005195507,0.0005383336,0.0009588357,0.001041878,0.0004815944,0.00128368],"category_scores_gemma":[0.009163018,0.0002385847,0.0007091765,0.0002754934,0.0004836711,0.0005843398,0.002147834,0.0006535184,0.0001585184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717336,"about_ca_system_score_gemma":0.004989622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007104281,"about_ca_topic_score_gemma":0.01917113,"domain_scores_codex":[0.9975032,0.001205163,0.0001429939,0.0002085389,0.000521828,0.0004182669],"domain_scores_gemma":[0.9963455,0.001339862,0.0005189818,0.0002212699,0.0004340929,0.001140227],"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":[0.007601783,0.1060768,0.1448932,0.001566731,0.0004525077,0.0006911717,0.02124463,0.01350885,0.009431448,0.0004031157,0.001872455,0.6922573],"study_design_scores_gemma":[0.003411221,0.259532,0.6643845,0.001200744,0.0008468966,0.000905717,0.02286723,0.02104365,0.01167875,0.001402855,0.01235875,0.0003676622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986466,0.0000404445,0.0003348233,0.00005907909,0.000006989273,0.000188966,0.00001547202,0.00001446037,0.0006932112],"genre_scores_gemma":[0.9936287,0.0001384697,0.005167303,0.00009091538,0.00001221349,0.0004032771,0.00004336133,0.000002143194,0.000513753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007104281,"threshold_uncertainty_score":0.01644158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852753726032311,"score_gpt":0.472299919306571,"score_spread":0.2870245467033399,"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."}}