{"id":"W2995875137","doi":"10.1093/ageing/afz164.39","title":"39 A Model of Gait and Falls in Older Adults with Dementia","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gait; Cognition; Physical medicine and rehabilitation; Dementia; Medicine; Falls in older adults; Fear of falling; Fall prevention; Population; Cognitive decline; Physical therapy; Poison control; Injury prevention; Psychiatry; Disease; Internal medicine; Medical emergency","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":[0.000555777,0.00110798,0.0007669426,0.001271303,0.0009227497,0.002199832,0.001584588,0.001660389,0.01065161],"category_scores_gemma":[0.00157568,0.0004710682,0.001709915,0.0008399988,0.0009228354,0.001234124,0.001613085,0.001128414,0.002110499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939936,"about_ca_system_score_gemma":0.003037988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02876515,"about_ca_topic_score_gemma":0.01701818,"domain_scores_codex":[0.9996215,0.0001212626,0.00002220143,0.00009875299,0.000065819,0.0000705128],"domain_scores_gemma":[0.9995973,0.0001254602,0.0000803355,0.00001623364,0.0001037361,0.00007699913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002918714,0.0009610408,0.06820948,0.0006718905,0.0006495687,0.002618711,0.002743695,0.4642239,0.001954646,0.3905788,0.01896746,0.04812893],"study_design_scores_gemma":[0.0002114508,0.0005280565,0.01780933,0.0003284401,0.0002805236,0.001655486,0.0009343939,0.7693145,0.0001189555,0.1850023,0.02371993,0.00009661011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3651723,0.006498802,0.3181253,0.02351199,0.001331416,0.001026173,0.007366937,0.001273856,0.2756931],"genre_scores_gemma":[0.9421012,0.002052544,0.01998885,0.0005873858,0.0001890519,0.0008614199,0.001143868,0.00004996842,0.03302573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02876515,"threshold_uncertainty_score":0.05719543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00666782155303164,"score_gpt":0.2233533529877149,"score_spread":0.2166855314346833,"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."}}