{"id":"W7162099199","doi":"10.82308/32117","title":"Self-reported, performance-based and technologically-measured walking capacity in gait vulnerable populations: similarities and differences across age and disability levels","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Elderly people; Cultural environment; Gait","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":[0.0006979813,0.0002508622,0.0004453337,0.001402199,0.0003499925,0.0009521006,0.0003717088,0.0006332214,0.001663226],"category_scores_gemma":[0.003507801,0.0002214643,0.0004706499,0.00101631,0.0003547967,0.0009228333,0.0009142177,0.0003398369,0.0003007373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104213,"about_ca_system_score_gemma":0.0002326906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00613273,"about_ca_topic_score_gemma":0.007829534,"domain_scores_codex":[0.9994907,0.0001140959,0.00007742092,0.0001322046,0.0001001881,0.00008527566],"domain_scores_gemma":[0.9991326,0.0002244089,0.0002925131,0.0000599366,0.0001492182,0.0001413197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001747361,0.0001038208,0.9909445,0.00005663347,0.0001740728,0.0001495709,0.001188741,0.00007728516,0.0004568118,0.00008762058,0.00009316173,0.006492992],"study_design_scores_gemma":[0.000002134188,0.00007446956,0.9989098,0.00001199393,0.00001500587,0.0001020017,0.0005845183,0.00009607317,0.00002172398,0.00007260552,0.0001060978,0.000003598557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987662,0.0003283954,0.0001040502,0.00002744562,0.000004698294,0.00001058988,0.0001908489,0.00000192817,0.0005658999],"genre_scores_gemma":[0.999247,0.0001466704,0.00008730926,0.00001343538,0.000004898369,0.00001860892,0.0002323451,0.000001471888,0.0002483564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00613273,"threshold_uncertainty_score":0.01219404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112480369344082,"score_gpt":0.3668504015240103,"score_spread":0.2556023645896021,"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."}}