{"id":"W4397004813","doi":"10.17815/cd.2024.165","title":"Older Adult Stair and Walking Speeds from Controlled Trials as Inputs into Simulations of Retirement Home Evacuation","year":2024,"lang":"en","type":"article","venue":"Collective Dynamics","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College; York University; University of Waterloo","funders":"Research Institute for Aging, University of Waterloo","keywords":"Physical medicine and rehabilitation; Psychology; Gerontology; Physical therapy; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001049286,0.0004887207,0.0004609261,0.0004013272,0.0003716702,0.0004774161,0.0008642531,0.0007693369,0.001545556],"category_scores_gemma":[0.004318102,0.0002261142,0.0004072065,0.0004082384,0.0005043722,0.000436424,0.0005377495,0.0006964334,0.0001490296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259213,"about_ca_system_score_gemma":0.001012261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09440189,"about_ca_topic_score_gemma":0.1209387,"domain_scores_codex":[0.9997318,0.0001406489,0.00001306671,0.00003421029,0.00003372082,0.00004647189],"domain_scores_gemma":[0.9981717,0.00129609,0.0001342946,0.00008976243,0.000219294,0.00008883595],"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":[0.0004090645,0.0002357023,0.0114634,0.00007776989,0.00003920841,0.00009125422,0.0001589466,0.9831459,0.0004458665,0.001009813,0.0008185551,0.002104467],"study_design_scores_gemma":[0.0001976518,0.0006031447,0.01191384,0.00003782655,0.00004371674,0.00001991968,0.0004751381,0.9833784,0.001047701,0.0009525218,0.001292449,0.00003775803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940581,0.00005154852,0.002279831,0.00006779177,0.00001599802,0.00007365496,0.001060173,0.00003525147,0.002357712],"genre_scores_gemma":[0.9966308,0.0000491095,0.001805624,0.00001582512,0.00000342203,0.0001073581,0.0007830765,0.000007674022,0.0005970498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09440189,"threshold_uncertainty_score":0.1877049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262412855146666,"score_gpt":0.2867643970379535,"score_spread":0.2741402684864869,"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."}}