{"id":"W3101005707","doi":"10.1186/s12877-020-01865-5","title":"Development, reliability and validity of the Safe Use of Mobility Aids Checklist (SUMAC) for 4-wheeled walker use in people living with dementia","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western University; Ontario Neurotrauma Foundation","keywords":"Dementia; Checklist; Medicine; Construct validity; Reliability (semiconductor); Physical medicine and rehabilitation; Physical therapy; Gerontology; Psychology; Clinical psychology; Psychometrics; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537463,0.0001470161,0.0003775448,0.00004050677,0.000210295,0.00001078171,0.000153285,0.0001558448,0.00001293961],"category_scores_gemma":[0.002107141,0.0001078182,0.00007922407,0.0004472128,0.00006253617,0.0002172123,0.0002209228,0.0002447127,0.00000133428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007960333,"about_ca_system_score_gemma":0.000484783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003623414,"about_ca_topic_score_gemma":0.003194619,"domain_scores_codex":[0.9977993,0.0005746196,0.0007980299,0.0003387913,0.0002088033,0.0002804018],"domain_scores_gemma":[0.9974846,0.001319043,0.0005113162,0.0003588385,0.0002443693,0.00008180482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015647,0.00028068,0.993424,0.001987663,0.00001581577,5.300499e-8,0.00256446,0.00001107718,0.001160982,0.00008049756,0.0001993291,0.0001189709],"study_design_scores_gemma":[0.001189808,0.00005919471,0.9959258,0.0001196816,0.0000698439,1.261203e-7,0.0004050638,0.0005938984,0.00005803728,0.00005522525,0.001408024,0.0001153129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934064,0.00003770445,0.004654537,0.00004051111,0.0001885547,0.00155556,0.00006241925,0.00002044829,0.00003389477],"genre_scores_gemma":[0.9704105,0.00004804802,0.02916495,0.00007458337,0.00004035101,0.0001000953,0.00001530943,0.00001689354,0.0001292752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02451042,"threshold_uncertainty_score":0.43967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06808112994276366,"score_gpt":0.3177241803042752,"score_spread":0.2496430503615115,"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."}}