{"id":"W4392380610","doi":"10.5770/cgj.27.712","title":"Measuring the Use of End-of-Life Symptom Relief Medications in Long-Term Care Homes—a Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Kensington Health; University of Toronto; University of Calgary; University of Ottawa; Bruyère; Ottawa Hospital","funders":"University of Ottawa","keywords":"Medicine; Medical prescription; Thematic analysis; Metric (unit); End-of-life care; Qualitative research; Quality of life (healthcare); Long-term care; Health care; Family medicine; Nursing; Gerontology; Palliative care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008373249,0.0001457908,0.0004387773,0.0009501469,0.00008066465,0.00003697272,0.0002156489,0.00008606034,0.00009961172],"category_scores_gemma":[0.001230169,0.00010861,0.0001488177,0.0009954062,0.0001335306,0.0001331221,0.00002500391,0.0004856864,0.000003915811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788809,"about_ca_system_score_gemma":0.003713104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0178412,"about_ca_topic_score_gemma":0.04869739,"domain_scores_codex":[0.9980031,0.0002829987,0.0007445025,0.0001719161,0.0005230529,0.0002744264],"domain_scores_gemma":[0.9977853,0.000688149,0.0002356684,0.0002756826,0.0005610367,0.0004541609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007464743,0.0001442428,0.5570834,0.0008512369,0.0008106261,0.0005510761,0.4270442,0.0001136198,0.0001282099,0.0004466281,0.002852379,0.009899734],"study_design_scores_gemma":[0.003424623,0.001006241,0.6622131,0.00656479,0.001238195,0.0001566341,0.307638,0.000119999,0.0004865861,0.000176522,0.01648484,0.0004904202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579418,0.03939098,0.0002050179,0.001088944,0.0005499588,0.0003652482,0.0001260677,0.000008785057,0.0003231988],"genre_scores_gemma":[0.9962602,0.002954672,0.0003421957,0.00008429409,0.000240281,0.000009207506,0.00002202742,0.00002347677,0.0000637077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194062,"threshold_uncertainty_score":0.9886991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483065891378659,"score_gpt":0.4072208369662333,"score_spread":0.2589142478283674,"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."}}