{"id":"W2899644181","doi":"10.1093/geroni/igy023.398","title":"ARE YOU HURTING? FACTORS ASSOCIATED WITH PROXY REPORTED PAIN SEVERITY IN COMMUNITY-DWELLING PERSONS WITH DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Proxy (statistics); Medicine; Depression (economics); Concordance; Clinical psychology; Physical therapy; Internal medicine; Disease","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":[0.0006583403,0.000235717,0.0004073036,0.0007706636,0.0006293856,0.0006641463,0.0002302012,0.0004421241,0.000701865],"category_scores_gemma":[0.003559846,0.0002465655,0.0004383259,0.000663518,0.0003004559,0.0003022884,0.0004952449,0.0005094135,0.0001060861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625748,"about_ca_system_score_gemma":0.000219369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00740101,"about_ca_topic_score_gemma":0.01386749,"domain_scores_codex":[0.9995129,0.0001670851,0.00008188705,0.00005004071,0.0001154071,0.0000726919],"domain_scores_gemma":[0.9988025,0.0002090243,0.0005992809,0.00004407614,0.0001447467,0.0002003218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005295428,0.00005767737,0.9983041,0.00001351074,0.00003005432,0.00007136516,0.0002532534,0.00001087862,0.00007130182,0.000003144886,0.00004634944,0.001085425],"study_design_scores_gemma":[0.000003741337,0.0001042104,0.9987472,0.000007395663,0.00001153266,0.000193154,0.0008060291,0.00005377308,0.00001648345,0.000007553046,0.00004649218,0.000002400382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996835,0.0001198999,0.00001437584,0.00002286115,0.000003501488,0.000005756742,0.0000393908,6.536972e-7,0.0001100938],"genre_scores_gemma":[0.9997838,0.0000638683,0.0000265892,0.00001818161,0.000004008868,0.00000472813,0.00006071644,2.629858e-7,0.00003780652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00740101,"threshold_uncertainty_score":0.01471591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04810137954536541,"score_gpt":0.2949418004501355,"score_spread":0.24684042090477,"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."}}