{"id":"W2476211998","doi":"10.1590/0034-7167.2016690411i","title":"Association of frailty in hospitalized and institutionalized elderly in the community-dwelling","year":2016,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institutionalisation; Gerontology; Socioeconomic status; Medicine; Activities of daily living; Association (psychology); Psychology; Population; Physical therapy; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076011,0.0001389745,0.0003679119,0.0001517516,0.0000699264,0.00003039303,0.0001835768,0.0001299057,0.00005988486],"category_scores_gemma":[0.002192313,0.00009071254,0.00006647198,0.0003094858,0.0001062291,0.0001646703,0.00004636596,0.0004710217,0.000009725962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895646,"about_ca_system_score_gemma":0.0001100597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003050943,"about_ca_topic_score_gemma":0.0001716188,"domain_scores_codex":[0.9980261,0.000821718,0.0004568863,0.0001488554,0.0003064627,0.000239966],"domain_scores_gemma":[0.9981336,0.001186975,0.0001732967,0.0003741657,0.0000797735,0.00005220214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008307261,0.0001912356,0.9866987,0.0002475112,0.00003130004,0.00002742914,0.002071614,0.000002508512,0.003439526,0.002537745,0.0005327405,0.004136567],"study_design_scores_gemma":[0.003988486,0.0001247362,0.9907403,0.001075978,0.00004114304,0.00002453753,0.0002330019,0.00004736224,0.0002735584,0.000238999,0.00310025,0.0001116743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951869,0.000314243,0.0004612252,0.001493575,0.00003264873,0.0004903716,0.00001830199,0.00002550047,0.001977245],"genre_scores_gemma":[0.9984294,0.0001797972,0.0004524389,0.0003759848,0.00003901201,0.00002904094,0.00001776744,0.00001336446,0.0004632147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004041522,"threshold_uncertainty_score":0.369915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713761568108282,"score_gpt":0.3243044390916502,"score_spread":0.2771668234105674,"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."}}