{"id":"W3128845007","doi":"10.3390/ijerph18041675","title":"Frailty as a Moderator of the Relationship between Social Isolation and Health Outcomes in Community-Dwelling Older Adults","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal; Jewish General Hospital; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Social isolation; Social connectedness; Mental health; Gerontology; Social support; Depression (economics); Moderation; Psychology; Comorbidity; Loneliness; Social engagement; Cognition; Interpersonal ties; Activities of daily living; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00182832,0.0005396324,0.0005735537,0.001045604,0.001619138,0.0009674536,0.0007030609,0.0006086978,0.00185068],"category_scores_gemma":[0.006127016,0.0002545767,0.001114306,0.001013475,0.0005863584,0.0006337952,0.001737787,0.001011471,0.0001068679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645131,"about_ca_system_score_gemma":0.004084549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3136914,"about_ca_topic_score_gemma":0.5081096,"domain_scores_codex":[0.9988908,0.0002612434,0.00008610089,0.0001788077,0.0001747181,0.0004083704],"domain_scores_gemma":[0.9977697,0.0004432405,0.0006015323,0.0001817289,0.0003643454,0.0006395226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009929106,0.00005323352,0.9961641,0.00002231514,0.0002063718,0.00003195941,0.0004252203,0.00003027236,0.0000718742,0.00004472096,0.00009697638,0.002753612],"study_design_scores_gemma":[0.000003079874,0.0000444326,0.999278,0.00001567341,0.00008891855,0.00001913918,0.0002905654,0.00007448372,0.00001702162,0.00003770784,0.0001271569,0.000003939021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997954,0.0008704362,0.00008271269,0.0001775701,0.00001415669,0.00001646419,0.0002533075,0.00000271354,0.0006285124],"genre_scores_gemma":[0.9994067,0.0001748533,0.00006741146,0.00003610812,0.000009961422,0.000007970102,0.0001292674,0.00000107201,0.0001665472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3136914,"threshold_uncertainty_score":0.623731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2280284505359054,"score_gpt":0.4802616853030008,"score_spread":0.2522332347670955,"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."}}