{"id":"W3040567847","doi":"10.2147/copd.s253561","title":"<p>Which Balance Subcomponents Distinguish Between Fallers and Non-Fallers in People with COPD?</p>","year":2020,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; West Park Healthcare Centre; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Reseau canadien de recherche respiratoire; McMaster University","keywords":"Medicine; Balance (ability); COPD; Physical medicine and rehabilitation; Receiver operating characteristic; Physical therapy; Area under the curve; Internal medicine","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":[0.000590606,0.0001970417,0.0004632601,0.0001626063,0.0001419451,0.0000392756,0.0004925351,0.0001424139,0.00006146891],"category_scores_gemma":[0.0002820342,0.0001719548,0.00007832208,0.0002433512,0.00005509697,0.0002914956,0.0001287612,0.0007047457,0.00004504866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025399,"about_ca_system_score_gemma":0.0002990266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006117467,"about_ca_topic_score_gemma":0.0007836627,"domain_scores_codex":[0.9975556,0.0002171541,0.0008850914,0.0002492915,0.0007582261,0.0003346786],"domain_scores_gemma":[0.997788,0.0003179706,0.0008104924,0.0001087924,0.0007137358,0.000261017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006011496,0.0001621785,0.9822679,0.0001005644,0.0002370274,0.00008279152,0.003000414,0.00002434803,0.003377774,0.0003226348,0.0087836,0.001039594],"study_design_scores_gemma":[0.00447382,0.0001713539,0.9763483,0.0006832717,0.00003215771,0.00001838905,0.0003257022,0.0008065408,0.000005556775,0.0002703904,0.0166799,0.0001846528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829959,0.0001778782,0.0009830983,0.00787872,0.0009308269,0.0002767171,0.00005069356,0.00002276949,0.006683402],"genre_scores_gemma":[0.9966738,0.000347021,0.0006606934,0.0008291945,0.001122319,0.00001114416,0.00004942733,0.00002870925,0.0002777226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367787,"threshold_uncertainty_score":0.7012112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195200458087922,"score_gpt":0.323765436169626,"score_spread":0.3018134315887468,"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."}}