{"id":"W4251526005","doi":"10.32920/ryerson.14648751.v1","title":"The Effect of Insomnia on Functional Status of Community-Dwelling Older Adults","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Insomnia; Psychology; Clinical psychology; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00201312,0.0002471487,0.0004999316,0.0008009223,0.0005065589,0.0005197094,0.0002590004,0.0002357417,0.0019885],"category_scores_gemma":[0.008052806,0.0001439158,0.0006229936,0.0005454042,0.0002446661,0.0003038786,0.0005812567,0.0004258714,0.0002028912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309636,"about_ca_system_score_gemma":0.0007686283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142797,"about_ca_topic_score_gemma":0.02442013,"domain_scores_codex":[0.9992381,0.0003334241,0.00009291255,0.00008210724,0.0001546411,0.0000987734],"domain_scores_gemma":[0.9960294,0.001553608,0.001080872,0.0001880733,0.0007527542,0.0003953089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003723883,0.000199013,0.9947308,0.00005245243,0.0001478994,0.00004666163,0.0003174683,0.00002717011,0.000148178,0.00002522134,0.0001499016,0.003782912],"study_design_scores_gemma":[0.000007984274,0.0001662217,0.9995209,0.000005111027,0.0000245102,0.00001612375,0.0001314398,0.0000408901,0.00001813228,0.00001031801,0.00005705894,0.0000013618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989282,0.0001230874,0.00003704941,0.00002999812,0.000004678067,0.0000202597,0.0003471744,0.000002052842,0.0005073553],"genre_scores_gemma":[0.9990133,0.00007523219,0.00008532129,0.00002430076,0.000008191613,0.00003988546,0.0004926607,0.000001139285,0.0002599371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01142797,"threshold_uncertainty_score":0.0227229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565223760972158,"score_gpt":0.2902776337571118,"score_spread":0.2746253961473902,"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."}}