{"id":"W2524963905","doi":"10.1093/ageing/afw159.09","title":"54 PROFILING COMMUNICATION ABILITY IN PEOPLE WITH DEMENTIA: DEVELOPMENT OF A NEW INSTRUMENT TO INFORM MANAGEMENT OF COGNITIVE COMMUNICATION DIFFICULTIES","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Profiling (computer programming); Medicine; Dementia; Cognition; Gerontology; Psychiatry; Pathology; Disease; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01196948,0.00059924,0.0008319375,0.002544262,0.0007264979,0.001699483,0.0007974812,0.0008520368,0.001520486],"category_scores_gemma":[0.02794011,0.0004331562,0.00118897,0.001072865,0.0004709384,0.001891421,0.002433773,0.001694676,0.0005926357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514431,"about_ca_system_score_gemma":0.003216616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425794,"about_ca_topic_score_gemma":0.00290494,"domain_scores_codex":[0.9943498,0.002334559,0.001535265,0.0002790606,0.001197896,0.0003033933],"domain_scores_gemma":[0.9831973,0.008187194,0.002236884,0.000644917,0.004621338,0.001112361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007749679,0.001897963,0.3061284,0.001465391,0.0002117346,0.0004159601,0.01101996,0.0009726387,0.002356639,0.0009889457,0.01843262,0.6553349],"study_design_scores_gemma":[0.0007147735,0.004148949,0.9056225,0.001953459,0.0004270498,0.001793932,0.01225715,0.009265267,0.003639339,0.00277543,0.05709413,0.00030788],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9162623,0.001900741,0.03131819,0.004599717,0.0007695349,0.01827097,0.003896492,0.0007581793,0.02222384],"genre_scores_gemma":[0.6757794,0.002648012,0.2882361,0.001605242,0.000241477,0.02443065,0.003073355,0.00006453721,0.003921112],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01196948,"threshold_uncertainty_score":0.06330138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02824785875684374,"score_gpt":0.2956494777099362,"score_spread":0.2674016189530924,"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."}}