{"id":"W4312104053","doi":"10.1093/geroni/igac059.2035","title":"HEALTHCARE AIDE-FOCUSED INTERVENTIONS TO IMPROVE PAIN MANAGEMENT IN LONG-TERM CARE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Athabasca University","funders":"","keywords":"Psychological intervention; Medicine; Health care; Thematic analysis; Intervention (counseling); Systematic review; MEDLINE; Nursing; Qualitative research","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":[0.01063953,0.001028998,0.004194294,0.005712634,0.0007380195,0.002878366,0.001315812,0.001919282,0.005241598],"category_scores_gemma":[0.04451143,0.0005079725,0.006416565,0.004577205,0.0005574907,0.001698467,0.001389662,0.001902672,0.0003546057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003986342,"about_ca_system_score_gemma":0.009158097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007581688,"about_ca_topic_score_gemma":0.02493475,"domain_scores_codex":[0.9910081,0.004980334,0.001888058,0.0004431793,0.001367723,0.0003126207],"domain_scores_gemma":[0.9750326,0.01836635,0.003457738,0.0002760686,0.002514486,0.0003528399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0005946713,0.0002081862,0.001211852,0.8361211,0.00933211,0.00008645393,0.000496621,0.0001756159,0.0001997656,0.000736864,0.002682678,0.148154],"study_design_scores_gemma":[0.001596682,0.001094118,0.009931249,0.9137917,0.04361631,0.0002125119,0.0007558354,0.0001848792,0.0004244546,0.0006957477,0.02764487,0.00005168213],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002805246,0.9944175,0.000279279,0.0006531507,0.000334404,0.0004506185,0.0001716774,0.00001385449,0.0008741886],"genre_scores_gemma":[0.0528175,0.9402741,0.002746966,0.001736692,0.0002717412,0.001568632,0.0001982903,0.00000768866,0.0003785661],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01063953,"threshold_uncertainty_score":0.05626792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356016414268433,"score_gpt":0.3392438964359764,"score_spread":0.3036422550091331,"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."}}