{"id":"W2606725885","doi":"10.22605/rrh4055","title":"Balancing safety and harm for older adults with dementia in rural emergency departments: healthcare professionals’ perspectives","year":2017,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Snowball sampling; Thematic analysis; Dementia; Nursing; Harm; Health care; Emergency department; Medicine; Nonprobability sampling; Psychology; Qualitative research; Population; Gerontology; Sociology; Disease; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005654393,0.0002140749,0.0004429961,0.00008884956,0.002923453,0.0000176008,0.0001083512,0.0001378122,0.00004178124],"category_scores_gemma":[0.00005530474,0.000148868,0.00004161299,0.00007174013,0.00006817927,0.0001961801,0.00009105213,0.0003545248,0.000002982913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738796,"about_ca_system_score_gemma":0.0003392631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007821376,"about_ca_topic_score_gemma":0.006699781,"domain_scores_codex":[0.9980103,0.000212965,0.0005315412,0.0003411135,0.0001783262,0.0007257584],"domain_scores_gemma":[0.9987694,0.00008199296,0.0004365698,0.0002705413,0.0001557279,0.0002857694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00483596,0.0002952999,0.4256163,0.00822904,0.0001416763,0.00001017071,0.1409909,5.353209e-7,0.00001959455,0.001531361,0.009142932,0.4091862],"study_design_scores_gemma":[0.003765269,0.0003528449,0.8922539,0.002413299,0.00002066315,0.000007412239,0.09906966,0.0001657067,0.000001694601,0.0003456151,0.001393931,0.0002100069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325629,0.0153129,0.0001847786,0.04778462,0.001126666,0.002693414,0.00007311095,0.00005237578,0.0002092567],"genre_scores_gemma":[0.9880928,0.00916459,0.001066139,0.0004243007,0.0003124324,0.00003309126,0.00006221728,0.00002785441,0.0008165478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666376,"threshold_uncertainty_score":0.9987856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770745671058963,"score_gpt":0.3818380571306626,"score_spread":0.3641306004200729,"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."}}