{"id":"W1718626116","doi":"10.11124/jbisrir-2015-2066","title":"Older nursesʼ experiences of providing direct care in hospital nursing units: a qualitative evidence systematic review protocol","year":2015,"lang":"en","type":"article","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Workforce; Nursing; Workload; Medicine; Nursing shortage; Stressor; Job satisfaction; Population ageing; Primary nursing; Teamwork; Aging in the American workforce; Skill mix; Population; Nursing Assistant; Health care; Nurse education; Psychology; Nursing homes","routes":{"ca_aff":true,"ca_fund":false,"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":[0.058624,0.002213911,0.008412174,0.01373317,0.003815168,0.00542086,0.003799607,0.003480592,0.03176499],"category_scores_gemma":[0.05756794,0.003110274,0.007446296,0.01026419,0.003890217,0.006087254,0.005584613,0.00427854,0.002509688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01545124,"about_ca_system_score_gemma":0.06753303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033731,"about_ca_topic_score_gemma":0.03372537,"domain_scores_codex":[0.9771405,0.01004193,0.007162687,0.001684327,0.00279703,0.001173491],"domain_scores_gemma":[0.9610021,0.02206182,0.004403779,0.001735617,0.009205738,0.001590976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001147044,0.000334924,0.001454056,0.8911188,0.001047269,0.001398501,0.02198922,0.0006130763,0.0009641581,0.004222985,0.01396275,0.06174722],"study_design_scores_gemma":[0.004514816,0.00150528,0.00563908,0.8029258,0.005550036,0.001038302,0.04895277,0.0005386269,0.001125157,0.004783151,0.1231548,0.0002722591],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004719527,0.02047667,0.002701368,0.001586133,0.0003121884,0.962395,0.006081067,0.00006517617,0.001662908],"genre_scores_gemma":[0.00465304,0.009894943,0.007442829,0.000715285,0.00003272057,0.9758112,0.0006688294,0.00001178968,0.0007694337],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.058624,"threshold_uncertainty_score":0.3100371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764609168472778,"score_gpt":0.5473989252399629,"score_spread":0.3709380083926851,"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."}}