{"id":"W2120896401","doi":"10.1016/j.jpainsymman.2006.08.012","title":"Low Use of Durable Medical Equipment By Chronically Disabled Elderly","year":2007,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Pennsylvania","keywords":"Medicine; Receipt; Beneficiary; Cohort; Gerontology; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008351956,0.0001335132,0.0002997686,0.001133326,0.0002934291,0.0009820365,0.0002728387,0.0007057085,0.003176377],"category_scores_gemma":[0.009102512,0.000165546,0.0005346396,0.001217474,0.0002598946,0.0005910444,0.0004333114,0.0006168043,0.0003680573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982831,"about_ca_system_score_gemma":0.0004033443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013982,"about_ca_topic_score_gemma":0.01820086,"domain_scores_codex":[0.9994193,0.0001631917,0.0001156892,0.00004700884,0.000115816,0.0001389479],"domain_scores_gemma":[0.9912759,0.002509997,0.004453561,0.0002600083,0.0006915401,0.0008089773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009911997,0.00003969333,0.9969506,0.00002106071,0.00004399521,0.00005131254,0.00007210409,0.00004668141,0.00009286399,0.00004580934,0.0001926715,0.002343992],"study_design_scores_gemma":[0.000003648035,0.00006326857,0.9991406,0.00001704841,0.00002527452,0.0001123907,0.0002527306,0.0001433913,0.00002665316,0.00005602922,0.0001561696,0.00000276549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973289,0.0006167739,0.00004743904,0.0003223579,0.000009281752,0.000005132856,0.0007788796,0.000002235593,0.0008890404],"genre_scores_gemma":[0.9993505,0.0001584879,0.00002605832,0.00005552915,0.000008063291,0.000001571154,0.0002115197,6.643035e-7,0.0001876661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013982,"threshold_uncertainty_score":0.02780122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233710685671623,"score_gpt":0.374371272317169,"score_spread":0.2510002037500067,"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."}}