{"id":"W4321639633","doi":"10.1093/ageing/afab219.100","title":"100 SCREENING FOR SLEEP DISTURBANCE AS PART OF THE COMPREHENSIVE GERIATRIC ASSESSMENT","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sleep disorder; Medicine; Disturbance (geology); Sleep (system call); Cognition; Cognitive impairment; Montreal Cognitive Assessment; Cognitive Assessment System; Gerontology; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008348369,0.0002530453,0.0003055572,0.001541508,0.0002513964,0.0003083072,0.0003277074,0.0002381004,0.003811829],"category_scores_gemma":[0.003621864,0.0001212541,0.000306206,0.000684217,0.0001296872,0.0002669699,0.0004820348,0.0003224079,0.0009107457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178189,"about_ca_system_score_gemma":0.0005385964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007751098,"about_ca_topic_score_gemma":0.01278925,"domain_scores_codex":[0.999332,0.0002268634,0.0001564433,0.00004629877,0.0001705565,0.00006783415],"domain_scores_gemma":[0.9982234,0.0003705989,0.0004547224,0.00006684659,0.0005660861,0.0003183745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002127699,0.0001531977,0.911301,0.0002639014,0.00006969935,0.001007126,0.0005585584,0.0001141021,0.001256088,0.00003751144,0.008708927,0.07631711],"study_design_scores_gemma":[0.00002283209,0.000446564,0.9919832,0.0001588311,0.00002141189,0.001689003,0.0003153132,0.0003342883,0.0004205313,0.00002994999,0.004568106,0.00001002623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618542,0.004285309,0.001143222,0.00093591,0.0001669089,0.0008363561,0.003740815,0.0001732968,0.02686404],"genre_scores_gemma":[0.9901221,0.00158635,0.002475991,0.000346699,0.00007958494,0.000290191,0.002110834,0.0000108521,0.002977368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007751098,"threshold_uncertainty_score":0.01541197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107001536084466,"score_gpt":0.3053842956381128,"score_spread":0.2743142802772682,"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."}}