{"id":"W2606737717","doi":"10.1016/j.jamda.2017.03.002","title":"Pain Trajectories of Nursing Home Residents Nearing Death","year":2017,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; University of British Columbia; University of Manitoba","funders":"","keywords":"Medicine; Minimum Data Set; Nursing homes; Pain scale; Cognitive impairment; Pain assessment; Cognition; Gerontology; Physical therapy; Pain management; Psychiatry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310889,0.000156556,0.0001879812,0.0005408997,0.0006350281,0.0008578599,0.0002829603,0.0005247967,0.002950016],"category_scores_gemma":[0.002826986,0.0001471955,0.0003860765,0.0004945212,0.0001805189,0.0008783838,0.000948813,0.000849202,0.0004185475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258244,"about_ca_system_score_gemma":0.0007087633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019828,"about_ca_topic_score_gemma":0.03793833,"domain_scores_codex":[0.9998034,0.00002948684,0.00002214515,0.00003833644,0.00002919045,0.00007748533],"domain_scores_gemma":[0.9987129,0.0001606181,0.000440854,0.00002826234,0.0002723342,0.0003850305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002101039,0.00008851379,0.9964088,0.000008006417,0.00002331235,0.00006105101,0.0004883713,0.00007864558,0.0001252358,0.00003657889,0.000195307,0.002276153],"study_design_scores_gemma":[0.000002444058,0.0001283337,0.9972509,0.00001129647,0.000008146339,0.00006445326,0.00208515,0.0001714626,0.00003282605,0.00004105985,0.000198196,0.000005766217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99875,0.00009249592,0.00003610425,0.00009158726,0.000006886853,0.000006306859,0.0005014747,0.00000193898,0.0005132768],"genre_scores_gemma":[0.9985465,0.0001225935,0.00005304899,0.00003370998,0.000005914214,0.000007936147,0.0006743178,0.000001258577,0.0005547059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.019828,"threshold_uncertainty_score":0.03942513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922649130313777,"score_gpt":0.3241500084826015,"score_spread":0.3049235171794638,"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."}}