{"id":"W4312103326","doi":"10.1093/geroni/igac059.1874","title":"NONVERBAL STRATEGIES TO ENHANCE PERSON-CENTERED COMMUNICATION WITH PEOPLE LIVING WITH DEMENTIA","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nonverbal communication; Gesture; Psychology; Dementia; Gaze; Augmentative and alternative communication; Cognitive psychology; Communication; Medicine; Computer science; Psychiatry; Disease; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001853206,0.0004272759,0.0002182387,0.0009189861,0.0007086796,0.001138312,0.0004837172,0.0005022589,0.001528729],"category_scores_gemma":[0.01124933,0.0001192904,0.0002279481,0.0004186168,0.0007672934,0.0007564952,0.001597207,0.0003909622,0.0002093782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572298,"about_ca_system_score_gemma":0.0006093712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008800493,"about_ca_topic_score_gemma":0.001550077,"domain_scores_codex":[0.9976825,0.001614926,0.0001353112,0.0001209023,0.0003118829,0.000134563],"domain_scores_gemma":[0.9937519,0.00365325,0.001429039,0.0002766979,0.0006032761,0.0002858291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000457131,0.0004487641,0.1423738,0.002249728,0.000110539,0.002350779,0.4979763,0.0003345358,0.02573114,0.001582195,0.001699973,0.3246851],"study_design_scores_gemma":[0.00009152061,0.001545268,0.3928892,0.001906124,0.0001736804,0.005088276,0.5474998,0.001893082,0.01158104,0.004633849,0.03254028,0.0001579334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9897933,0.0007983528,0.003581258,0.0002408331,0.00002436312,0.00008319035,0.00004865782,0.00004144377,0.005388553],"genre_scores_gemma":[0.9952701,0.0003126904,0.003696066,0.00007197624,0.00001063705,0.00007685505,0.00003145797,0.000004558136,0.0005257052],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001853206,"threshold_uncertainty_score":0.009800851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782562492982676,"score_gpt":0.2885053614288189,"score_spread":0.2506797364989922,"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."}}