{"id":"W2730833258","doi":"10.1093/geroni/igx004.1061","title":"BEHAVIORAL SYMPTOMS AND FALLS IN LONG-TERM CARE FACILITIES: PERCEPTIONS OF GERONTECHNOLOGY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Gerontechnology; Term (time); Long-term care; Gerontology; Perception; Psychology; Medicine; Forensic engineering; Engineering; Psychiatry; Neuroscience; Physics","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":[0.003586036,0.0002580367,0.0003569164,0.0008924396,0.001479888,0.001971723,0.000390635,0.0009411729,0.001840003],"category_scores_gemma":[0.01106055,0.0001849624,0.0003975135,0.0005362204,0.001663582,0.001192338,0.002278528,0.001008554,0.0001327049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001609678,"about_ca_system_score_gemma":0.001795011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008080247,"about_ca_topic_score_gemma":0.01229598,"domain_scores_codex":[0.997113,0.001542135,0.000234827,0.0001180172,0.000587865,0.0004040863],"domain_scores_gemma":[0.9920114,0.002870485,0.002296494,0.0001235799,0.001030196,0.001667712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374474,0.0007558765,0.5755014,0.0004702028,0.0001014775,0.0009651994,0.3857683,0.000163018,0.001383851,0.0007513232,0.001516482,0.03248536],"study_design_scores_gemma":[0.00001941728,0.0006687708,0.404871,0.0003746692,0.00005430049,0.0006807595,0.5867959,0.0003638399,0.0002412738,0.0003251715,0.005554876,0.00005010263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969926,0.0003306931,0.0001088242,0.0009016319,0.00001118048,0.00001115848,0.00001702547,0.000002555669,0.001624314],"genre_scores_gemma":[0.9992244,0.0002411353,0.0000938814,0.0002141526,0.000005344864,0.000008531079,0.00001222545,9.067211e-7,0.0001993609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008080247,"threshold_uncertainty_score":0.01896501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813903568943335,"score_gpt":0.3532656422253816,"score_spread":0.3251266065359483,"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."}}