{"id":"W1972254934","doi":"10.4236/ojn.2012.21002","title":"A descriptive-comparative study of medications used by older people prior to and following admission to a continuing care facility","year":2012,"lang":"en","type":"article","venue":"Open Journal of Nursing","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Polypharmacy; Medicine; Continuing care; Medical prescription; Continuing education; Geriatrics; Assisted Living Facility; Family medicine; Acute care; Descriptive statistics; Health care; Medical emergency; Nursing; Nursing homes; Psychiatry; Intensive care medicine","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":[0.0005574364,0.00009181706,0.0004378219,0.00008318046,0.00009817031,0.00003762615,0.0001159107,0.00002459934,0.00004031509],"category_scores_gemma":[0.0002802156,0.00006898701,0.00005140111,0.000177579,0.00001191906,0.0004976248,0.00005186787,0.0002030627,0.000002095617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079238,"about_ca_system_score_gemma":0.00005277225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003417362,"about_ca_topic_score_gemma":0.000007414017,"domain_scores_codex":[0.9988617,0.0001519344,0.0003868027,0.0001043264,0.0003269959,0.0001682137],"domain_scores_gemma":[0.9988274,0.0001394999,0.0002208665,0.000100981,0.0001516979,0.0005595724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007784636,0.001250826,0.3583187,0.00002569662,0.0001353624,0.00000421144,0.6034493,0.000002471882,0.014775,0.000001347903,0.0006019995,0.02065663],"study_design_scores_gemma":[0.006227675,0.002427594,0.3440525,0.002232289,0.0009649166,0.00005566484,0.6374151,0.0000392228,0.004328615,0.000003889258,0.002088937,0.0001636112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953957,0.0006089479,0.000692519,0.001721816,0.0002249014,0.001040869,0.000005316265,0.000002546001,0.0003073695],"genre_scores_gemma":[0.9979249,0.000002126516,0.001903853,0.00008279192,0.00002993707,0.00000488877,0.000001530349,0.000005247956,0.00004477503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03396582,"threshold_uncertainty_score":0.2813208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1980523521192139,"score_gpt":0.4926695123053254,"score_spread":0.2946171601861115,"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."}}