{"id":"W2952372280","doi":"10.33233/fb.v20i3.2742","title":"Elderly people living alone","year":2019,"lang":"en","type":"article","venue":"Fisioterapia Brasil","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gerontology; Quality of life (healthcare); Psychology; Contextualization; Activities of daily living; Social isolation; Loneliness; Geriatrics; Medicine; Nursing; Social psychology; Psychiatry","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":[0.0008863216,0.0003110452,0.0006450926,0.002190003,0.0004784722,0.001132528,0.0003133149,0.0006891671,0.009543963],"category_scores_gemma":[0.004373219,0.0001067177,0.0004682914,0.002587345,0.0004539231,0.001379801,0.0009221222,0.0004940333,0.0008546769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156186,"about_ca_system_score_gemma":0.001152831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215136,"about_ca_topic_score_gemma":0.002717267,"domain_scores_codex":[0.9989902,0.0002630161,0.0001793932,0.0001841877,0.0003172386,0.00006599899],"domain_scores_gemma":[0.9979953,0.0008461138,0.0006543547,0.00004610466,0.0003481372,0.0001101457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001664091,0.00009522563,0.04660927,0.05945589,0.0006328781,0.001993265,0.008754673,0.0001028465,0.0007028928,0.008174445,0.07137365,0.8019385],"study_design_scores_gemma":[0.00004187264,0.0003066247,0.1824225,0.1035446,0.001202152,0.008610592,0.02193787,0.00009563324,0.000563989,0.006766325,0.6744464,0.00006145005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03833292,0.9172253,0.0005887211,0.007384248,0.00203082,0.0001156347,0.001957847,0.00003799793,0.03232643],"genre_scores_gemma":[0.3276274,0.6554516,0.0005998735,0.007205646,0.002188554,0.0002391785,0.001351014,0.00001173781,0.00532499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009543963,"threshold_uncertainty_score":0.0319277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260401874199717,"score_gpt":0.2805643808274301,"score_spread":0.2679603620854329,"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."}}