{"id":"W1579920782","doi":"10.1111/j.1752-9824.2011.01114.x","title":"The process of medication management for older adults with dementia","year":2011,"lang":"en","type":"article","venue":"Journal of Nursing and Healthcare of Chronic Illness","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dementia; Medicine; Denial; Feeling; Health care; Medical prescription; Population; Grounded theory; Disease; Psychiatry; Family medicine; Qualitative research; Gerontology; Nursing; Psychology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0004222751,0.00006206648,0.0002058093,0.00005339461,0.00009206893,0.000003131054,0.00006421268,0.00003278588,0.000007494469],"category_scores_gemma":[0.00002172417,0.0000340006,0.00004107619,0.00006425559,0.0001175704,0.00008028441,0.000004478112,0.0001220204,5.709039e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005054108,"about_ca_system_score_gemma":0.000152636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009359866,"about_ca_topic_score_gemma":0.000004317206,"domain_scores_codex":[0.9991215,0.0000304915,0.0003876052,0.00006609567,0.0002639147,0.0001303789],"domain_scores_gemma":[0.9988146,0.00008737865,0.0005903268,0.00008235854,0.0003320033,0.00009327986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006945083,0.0007218246,0.00919558,0.00801012,0.0004339174,0.000007089887,0.0111308,0.000002231357,0.00001646635,0.002422131,0.0002873838,0.9608274],"study_design_scores_gemma":[0.06991496,0.03713796,0.6008868,0.1033836,0.01006516,0.001700045,0.1123518,0.005800548,0.02476991,0.01135416,0.02167628,0.0009587524],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951938,0.02485732,0.0031676,0.01697618,0.0007758815,0.001142209,0.0000044986,0.000006541346,0.001131702],"genre_scores_gemma":[0.9976789,0.001616594,0.0005260376,0.00007729271,0.00007289381,0.000005298644,0.000001272014,0.000007189319,0.00001454198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9598686,"threshold_uncertainty_score":0.1386504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0746572266868339,"score_gpt":0.4168676816583199,"score_spread":0.342210454971486,"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."}}