{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003020582,0.0001727724,0.0003904479,0.00007327145,0.00008580447,0.00002759635,0.0001174647,0.0001371869,0.004244246],"category_scores_gemma":[0.0002080925,0.0001493543,0.0001320896,0.0002036338,0.00003393393,0.0001322005,0.00005260911,0.0002873975,0.00154804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007529274,"about_ca_system_score_gemma":0.0001550213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003602045,"about_ca_topic_score_gemma":0.0001215895,"domain_scores_codex":[0.9985144,0.00005873617,0.0003001246,0.0004130906,0.0003149211,0.0003987504],"domain_scores_gemma":[0.9986438,0.0002768842,0.00006987668,0.0006799223,0.00007078607,0.000258789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001015906,0.0002344851,0.9769695,0.0004079338,0.00002427311,0.000007674355,0.00265719,0.000001570084,0.001213277,0.0001025598,0.007328981,0.010951],"study_design_scores_gemma":[0.001043033,0.0004566753,0.9879359,0.0002226522,0.00002225187,0.00004351836,0.0003077766,0.0002071764,0.0002020675,0.0001468891,0.009238197,0.0001738401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831602,0.0003336738,0.0001259632,0.00204304,0.000453445,0.0004667873,0.000005530896,0.0001560032,0.01325537],"genre_scores_gemma":[0.9912181,0.0000404356,0.0006553394,0.002251999,0.0002672828,0.000009558224,0.00001825681,0.00002907943,0.005509879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096646,"threshold_uncertainty_score":0.9992294,"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."}}