{"id":"W4315628310","doi":"10.1186/s12877-023-03731-6","title":"A first look at consistency of documentation across care settings during emergency transitions of long-term care residents","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Health Services; Alberta Heritage Foundation for Medical Research; Michael Smith Health Research BC; University of Alberta; University of British Columbia","keywords":"Medicine; Documentation; Consistency (knowledge bases); Term (time); Medical emergency; Long-term care; Nursing","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":[0.02596478,0.0002110466,0.0005260643,0.004013679,0.004114208,0.002973886,0.001445094,0.0006073423,0.000785301],"category_scores_gemma":[0.09786201,0.0003458353,0.0005521154,0.003356902,0.003631079,0.002580263,0.004616309,0.001311924,0.00006474934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01316971,"about_ca_system_score_gemma":0.01842497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07046001,"about_ca_topic_score_gemma":0.1092329,"domain_scores_codex":[0.9811592,0.009311721,0.002741154,0.001026027,0.004221641,0.001540169],"domain_scores_gemma":[0.9042181,0.05267996,0.01767436,0.002936665,0.02015141,0.002339451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009983833,0.00004432307,0.2509651,0.0007221858,0.00003868933,0.0002974283,0.7225528,0.00007483517,0.0007920596,0.0007894222,0.0008395938,0.02278375],"study_design_scores_gemma":[0.00001023645,0.0001408052,0.3038744,0.0009438397,0.00002695132,0.0003197509,0.6872969,0.000350967,0.000495997,0.0004223023,0.006069368,0.00004847155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932232,0.0005699323,0.001738991,0.001204727,0.00003018127,0.0002696576,0.0003528102,0.00001718339,0.002593403],"genre_scores_gemma":[0.9970469,0.0002368502,0.001917245,0.0002180391,0.000007430137,0.0001553818,0.0001818929,0.000008384361,0.0002278528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07046001,"threshold_uncertainty_score":0.1400998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500600926730308,"score_gpt":0.3061510681580548,"score_spread":0.2911450588907518,"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."}}