{"id":"W2387887747","doi":"10.1177/2333721416649130","title":"Should Health Care Aides Assist With Medications in Long-Term Care?","year":2016,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Pharmacy; Harm; Medication error; Long-term care; Health care; Nursing homes; Medical emergency; Emergency medicine; Family medicine; Nursing; Patient safety; Psychology","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":[0.0005608138,0.0001852862,0.0005066235,0.0002656523,0.0004785202,2.776976e-7,0.0001553305,0.0002683171,0.0006855138],"category_scores_gemma":[0.0003447836,0.0001022317,0.00001973191,0.0002752822,0.0004567084,0.00008650537,0.00004516007,0.0003750297,0.00004311868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553035,"about_ca_system_score_gemma":0.0007428784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000478862,"about_ca_topic_score_gemma":0.009004006,"domain_scores_codex":[0.9976149,0.0004991314,0.0006702426,0.0004017281,0.0002603774,0.0005536378],"domain_scores_gemma":[0.998006,0.0007369668,0.0004172924,0.0003566206,0.0001378407,0.0003452918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001914133,0.00003427202,0.9233872,0.0005259747,0.00003181181,0.00001579173,0.03301525,3.360285e-7,0.00001309796,0.001364713,0.003591259,0.03782893],"study_design_scores_gemma":[0.004311088,0.0004403105,0.9712195,0.0008075756,0.00005071234,0.00001312391,0.009975076,5.30999e-7,0.000001858359,0.00006288266,0.01298898,0.0001283515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.534664,0.05325882,0.03827858,0.3516457,0.003490695,0.003183319,0.00007637917,0.0002838703,0.01511858],"genre_scores_gemma":[0.9926497,0.001833465,0.0002299334,0.003684007,0.0003882037,0.0002464848,0.0001251698,0.00001519104,0.0008278585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4579857,"threshold_uncertainty_score":0.7505896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07134745935958528,"score_gpt":0.4350181517962333,"score_spread":0.3636706924366481,"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."}}