{"id":"W4386982831","doi":"10.1007/978-3-031-37337-4_10","title":"Activities of Daily Living","year":2023,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on technology and health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa; Bruyère","funders":"","keywords":"Activities of daily living; Toileting; Bathing; Personal care; Independent living; Living space; Psychology; Gerontology; Personal hygiene; Residential care; Older people; Medicine; Apartment; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002704705,0.0003224684,0.0009880069,0.001397862,0.0001249389,0.000005039849,0.0001381435,0.0009956395,0.000171692],"category_scores_gemma":[0.0004485051,0.000281266,0.0001065708,0.00009759361,0.0004498369,0.00001577638,0.00008535832,0.0009617727,0.00003903823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067825,"about_ca_system_score_gemma":0.000280322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003860789,"about_ca_topic_score_gemma":0.0001863283,"domain_scores_codex":[0.9986108,0.0000187585,0.0003748022,0.0004395251,0.0002289312,0.0003272115],"domain_scores_gemma":[0.9983029,0.0007179443,0.000305114,0.0005466304,0.00003914466,0.00008830021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001841532,0.0001087675,0.0006722141,0.003979242,0.0007227944,0.00008435801,0.0007045215,0.000001249217,0.000264212,0.2836782,0.02251535,0.6870849],"study_design_scores_gemma":[0.002785921,0.0162871,0.0324005,0.1012872,0.00177039,0.001483802,0.001854145,0.00004760344,0.05651512,0.4645101,0.3172062,0.003851868],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01019497,0.02501013,0.0001779678,0.1843989,0.001198798,0.003471254,0.0004297183,0.003972953,0.7711453],"genre_scores_gemma":[0.6039629,0.01166875,0.0007036314,0.002153737,0.0002292659,0.00007635973,0.00001623349,0.0002352028,0.3809539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.683233,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324092713271429,"score_gpt":0.2973747899580966,"score_spread":0.2641338628253823,"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."}}