{"id":"W2224230674","doi":"10.1016/j.jcjd.2015.08.005","title":"Falls and Balance Impairments in Older Adults with Type 2 Diabetes: Thinking Beyond Diabetic Peripheral Neuropathy","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Falls in older adults; Balance (ability); Peripheral neuropathy; Physical medicine and rehabilitation; Fall prevention; Dementia; Cognition; Gerontology; Physical therapy; Poison control; Injury prevention; Internal medicine; Disease; Endocrinology; Psychiatry; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001025294,0.0005366399,0.001844969,0.0006114119,0.0003558153,0.00006108973,0.0005134356,0.0004715937,0.00008956805],"category_scores_gemma":[0.0002045541,0.0003638791,0.0002146614,0.0004333073,0.0001581371,0.0003448463,0.00005189175,0.00144792,0.00004397541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005219624,"about_ca_system_score_gemma":0.002602762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056882,"about_ca_topic_score_gemma":0.002831606,"domain_scores_codex":[0.9958072,0.0009237898,0.00128036,0.0004206147,0.0003007769,0.001267238],"domain_scores_gemma":[0.9967813,0.0004229711,0.001303027,0.0003397237,0.0002808156,0.0008720909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001073851,0.0001263563,0.5158867,0.02258346,0.0003395624,0.0001950966,0.003159799,1.346372e-7,0.000006149036,0.00003593394,0.002282365,0.4553738],"study_design_scores_gemma":[0.005155921,0.001111432,0.3095112,0.3563442,0.0006928788,0.00002374634,0.0006100158,0.00001711168,1.302572e-7,0.000513035,0.3246648,0.001355537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2325355,0.7649773,8.394986e-7,0.00006664013,0.001176253,0.00084541,0.0000943185,0.00001146649,0.0002922195],"genre_scores_gemma":[0.06177003,0.9359425,0.0001123527,0.0007147451,0.0007976344,0.00008355209,0.00005385783,0.0001598473,0.000365528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4540182,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284809361414882,"score_gpt":0.2927775446489377,"score_spread":0.2799294510347889,"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."}}