{"id":"W2800369138","doi":"10.1186/s12904-018-0301-9","title":"Developing and testing a nursing home end -of -life care chart audit tool","year":2018,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"","keywords":"Audit; End-of-life care; Chart; Nursing; Medicine; Test (biology); Palliative care; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559339,0.0002138914,0.0004073624,0.0001351016,0.00079565,0.00001392247,0.0001303665,0.0001856773,0.0000879023],"category_scores_gemma":[0.001007826,0.0001990931,0.00005937461,0.0004117253,0.0002239039,0.00009200689,0.00008579113,0.0002631855,0.00004606494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813435,"about_ca_system_score_gemma":0.001382645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454831,"about_ca_topic_score_gemma":0.0003631804,"domain_scores_codex":[0.9982173,0.0002159676,0.0004599978,0.0003729915,0.000245157,0.000488585],"domain_scores_gemma":[0.9972096,0.0007014573,0.000318377,0.0002218457,0.001427914,0.0001208064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000115311,0.00001388921,0.724075,0.001648159,0.00003339005,0.000002671362,0.2406303,0.000001178551,0.0006479788,0.001117522,0.002127816,0.02958681],"study_design_scores_gemma":[0.001034196,0.0001964668,0.7616174,0.002853907,0.00005457511,5.423647e-7,0.2306333,0.00002177567,0.0006018501,0.0002967001,0.002360623,0.0003286952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860002,0.004050611,0.001730451,0.0002435992,0.001402906,0.0006498921,0.00009702228,0.0001117447,0.005713529],"genre_scores_gemma":[0.9865401,0.00002738289,0.01214645,0.0001355539,0.0009079219,0.00004781335,0.00004665112,0.00003372857,0.0001144194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03754238,"threshold_uncertainty_score":0.8118781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327085385170737,"score_gpt":0.4195875804213222,"score_spread":0.2868790419042485,"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."}}