{"id":"W3012707400","doi":"10.1097/ajp.0000000000000826","title":"Utilization of Health Care Resources by Long-term Care Residents as a Function of Pain Status","year":2020,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Quality Council; University of Manitoba; University of Regina","funders":"Canadian Institutes of Health Research; Ministry of Health, Saskatchewan; Saskatchewan Health Research Foundation","keywords":"Medicine; Polypharmacy; Medical prescription; Long-term care; Health care; Cohort; Gerontology; Family medicine; Emergency medicine; Nursing; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001164916,0.0002560362,0.0001971015,0.000862965,0.0003242228,0.0007460133,0.0005508536,0.0003250089,0.001904289],"category_scores_gemma":[0.003370255,0.0002017347,0.0006298771,0.001249205,0.0002291791,0.0004778138,0.0007213026,0.0004654053,0.0002683769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494711,"about_ca_system_score_gemma":0.001444162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2080463,"about_ca_topic_score_gemma":0.2851396,"domain_scores_codex":[0.9993958,0.0001830715,0.00009272316,0.0001007761,0.0000909725,0.0001365635],"domain_scores_gemma":[0.9975768,0.0004566766,0.001260091,0.00011269,0.0003439409,0.0002498921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001330943,0.00001050143,0.999294,0.000005930739,0.00004152508,0.000008296845,0.000026215,0.00007747851,0.00002319681,0.000005265363,0.00007213566,0.0004219997],"study_design_scores_gemma":[0.000001984444,0.00001782163,0.999299,0.000007934828,0.00001558885,0.00002094143,0.0001195158,0.0004201814,0.0000224274,0.000007285944,0.0000652021,0.000002149812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969055,0.0001194495,0.0002040482,0.00007092136,0.00000345383,0.00001506414,0.002388477,0.000005909423,0.0002872052],"genre_scores_gemma":[0.998185,0.00006900285,0.0001785112,0.00004316569,0.000004375608,0.00002042484,0.001276869,0.000001269637,0.0002213837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2080463,"threshold_uncertainty_score":0.4136707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114706299523837,"score_gpt":0.4781684214114185,"score_spread":0.3666977914590348,"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."}}