{"id":"W7119260364","doi":"","title":"Frailty and sociodemographic and health factors, and social support network in the brazilian elderly: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Social support; Depression (economics); Mental health; Depressive symptoms; Activities of daily living; Elderly people; Descriptive research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154918,0.0002088026,0.0002776858,0.0008053984,0.0005812792,0.0004431198,0.0002348533,0.0002537813,0.0006187096],"category_scores_gemma":[0.002200099,0.0002312144,0.0004230818,0.0009906593,0.0001894878,0.0004337564,0.0005187562,0.0003607712,0.0001030254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004913878,"about_ca_system_score_gemma":0.0006597033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05251955,"about_ca_topic_score_gemma":0.07088929,"domain_scores_codex":[0.9997446,0.00006482373,0.00003015665,0.00004377889,0.00005070295,0.00006599247],"domain_scores_gemma":[0.9991671,0.00007654152,0.0003296077,0.00006100898,0.0001802273,0.0001855644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002206701,0.00004152233,0.998704,0.000008171087,0.00002378046,0.00003444591,0.0002828289,0.000005873694,0.00004218611,0.00000869015,0.00005590649,0.0007704824],"study_design_scores_gemma":[0.000002697148,0.00004902423,0.9990287,0.00001548692,0.00001640703,0.00006372597,0.000586062,0.00004686207,0.00001185147,0.000010803,0.000166636,0.000001808343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999028,0.0002547951,0.00004313483,0.00005462492,0.000002730892,0.00001183943,0.000309807,0.000001047243,0.0002940978],"genre_scores_gemma":[0.9991073,0.0002340956,0.00007590607,0.00003107144,0.000004271628,0.00001973251,0.0004061549,7.599015e-7,0.0001208166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05251955,"threshold_uncertainty_score":0.1044277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04757977550518889,"score_gpt":0.2974518804138598,"score_spread":0.249872104908671,"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."}}