{"id":"W2034430900","doi":"10.1016/j.jcomdis.2013.01.004","title":"Quantitative analysis of formal caregivers’ use of communication strategies while assisting individuals with moderate and severe Alzheimer's disease during oral care","year":2013,"lang":"en","type":"article","venue":"Journal of Communication Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Observational study; Psychology; Disease; Task (project management); Coding (social sciences); Variety (cybernetics); Activities of daily living; Caregiver burden; Medicine; Dementia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003325834,0.0002519173,0.0003213416,0.001749214,0.001147132,0.0008982868,0.000440458,0.000415759,0.001718197],"category_scores_gemma":[0.02251228,0.0002322097,0.0004432062,0.001045619,0.000572563,0.0006295462,0.001130142,0.0006663027,0.0002110196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145617,"about_ca_system_score_gemma":0.001788474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006457429,"about_ca_topic_score_gemma":0.01240813,"domain_scores_codex":[0.9976571,0.001056625,0.0004461357,0.0001642303,0.0003819751,0.0002939567],"domain_scores_gemma":[0.9810138,0.009101075,0.00466139,0.0004421826,0.003664176,0.001117392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008698538,0.0008537024,0.8524135,0.0003480628,0.00009890261,0.0003343484,0.1156571,0.0001040104,0.001385534,0.0001082108,0.0004759395,0.0273507],"study_design_scores_gemma":[0.00003004925,0.0007098932,0.8838271,0.00009983887,0.00005932782,0.0003037708,0.1132007,0.0002104361,0.0005256583,0.00005686066,0.0009444639,0.00003199239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993411,0.00003516088,0.0000613718,0.00002420652,0.000002692367,0.00003898103,0.00013409,0.000001760248,0.0003606646],"genre_scores_gemma":[0.9988962,0.00006270001,0.0003094003,0.00002808796,0.000003274382,0.0001658152,0.0001850614,0.000001517398,0.0003479596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006457429,"threshold_uncertainty_score":0.01758891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054771927668116,"score_gpt":0.3247398470548623,"score_spread":0.2841921277781811,"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."}}