{"id":"W4248943204","doi":"10.21203/rs.2.22127/v1","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":"preprint","venue":"Research Square","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Checklist; Dementia; Construct validity; Reliability (semiconductor); Spearman's rank correlation coefficient; Psychology; Physical medicine and rehabilitation; Validity; Test (biology); Physical therapy; Medicine; Gerontology; Clinical psychology; Psychometrics; Computer science; Machine learning; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01081911,0.0006536299,0.000784543,0.002208866,0.001219019,0.001857275,0.001003718,0.001013179,0.000917508],"category_scores_gemma":[0.03113899,0.0009760165,0.00169914,0.00111904,0.001159419,0.001607341,0.002682238,0.001368812,0.000407143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462565,"about_ca_system_score_gemma":0.002876753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144606,"about_ca_topic_score_gemma":0.02846384,"domain_scores_codex":[0.9952513,0.001407296,0.0008901406,0.0005399875,0.001578452,0.0003328519],"domain_scores_gemma":[0.9882073,0.004268892,0.001761336,0.000609284,0.004726571,0.0004266244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788431,0.0003474884,0.9805312,0.00005978714,0.0002034445,0.00006239592,0.003601231,0.0002221563,0.0003228904,0.0001129429,0.000562863,0.01379484],"study_design_scores_gemma":[0.00006987691,0.0003771044,0.9949203,0.00007370934,0.0001011461,0.0001039369,0.002210424,0.0009803005,0.0001904846,0.0001642,0.000785281,0.00002324511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973008,0.0002081725,0.000636893,0.00009694714,0.00007380627,0.0001981696,0.0002438276,0.00001003235,0.001231288],"genre_scores_gemma":[0.9957433,0.0002029891,0.002055446,0.00006801273,0.0000241478,0.0004296309,0.0007156283,0.00001422256,0.0007466799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02144606,"threshold_uncertainty_score":0.0572176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094336915552045,"score_gpt":0.364023133711383,"score_spread":0.2545894421561785,"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."}}