{"id":"W4390079950","doi":"10.1093/geroni/igad104.2821","title":"SOCIAL ISOLATION IN OLDER ADULTS POST HIP SURGERY IS CORRELATED WITH MOBILITY AND PHYSIOLOGICAL INDICATORS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Social isolation; Sleep (system call); Physical therapy; Rehabilitation; Medicine; Correlation; Physical medicine and rehabilitation; Psychology; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157159,0.00005711135,0.0001273145,0.0004208251,0.0002198341,0.00002914879,0.00003879853,0.00009995349,0.00004128553],"category_scores_gemma":[0.0003157752,0.00005198087,0.0000100988,0.003271056,0.00009817124,0.0001797533,0.00001802211,0.000157849,0.000004565402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009654504,"about_ca_system_score_gemma":0.0001272067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655896,"about_ca_topic_score_gemma":0.000902753,"domain_scores_codex":[0.9989984,0.0001130357,0.000314177,0.0001648884,0.0001641056,0.0002454029],"domain_scores_gemma":[0.9995199,0.0002431331,0.0001040753,0.00003828427,0.00007315689,0.00002145831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000018699,0.00002063181,0.9693885,0.00003973938,0.000001349001,0.000002106353,0.02235746,0.000003991443,0.000005003243,0.003071813,0.0004535512,0.004637143],"study_design_scores_gemma":[0.0002201878,0.000004094993,0.9905738,0.00008254185,5.708255e-7,7.929526e-8,0.008200319,0.0002332758,0.000004393553,0.0004426195,0.0001715753,0.00006656942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900662,0.000009263877,0.00001245184,0.009359375,0.00009672784,0.0001907919,0.000002465965,0.00006009517,0.0002026533],"genre_scores_gemma":[0.9981984,0.00001602501,0.0000111035,0.001631533,0.00005237586,0.00002026139,0.00002801692,0.000004215602,0.00003803108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02118526,"threshold_uncertainty_score":0.5526645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420290612976941,"score_gpt":0.3446450875444609,"score_spread":0.3026160262467668,"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."}}