{"id":"W3023708674","doi":"10.1177/1479973120922538","title":"Validity of balance and mobility screening tests for assessing fall risk in COPD","year":2020,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Reseau canadien de recherche respiratoire","keywords":"Medicine; Balance (ability); Berg Balance Scale; COPD; Balance test; Receiver operating characteristic; Timed Up and Go test; Physical therapy; Test (biology); Mann–Whitney U test; Convergent validity; Physical medicine and rehabilitation; Internal medicine; Psychometrics; Clinical psychology; Internal consistency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103278,0.0007164403,0.0007651213,0.002373376,0.0004995472,0.001040582,0.0008028716,0.0008888982,0.0005690893],"category_scores_gemma":[0.03610473,0.0003416589,0.001488685,0.001160931,0.0005955645,0.001039346,0.001052557,0.0007367995,0.0002641865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389503,"about_ca_system_score_gemma":0.0008126229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230532,"about_ca_topic_score_gemma":0.00640242,"domain_scores_codex":[0.9941356,0.001914793,0.0008418973,0.000490552,0.002296152,0.0003209237],"domain_scores_gemma":[0.9830828,0.006980819,0.004812208,0.0006933198,0.003622942,0.0008080215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122899,0.0001086562,0.9898697,0.00004275396,0.0001676691,0.00002249471,0.00008337476,0.0003071555,0.0002125475,0.0000341956,0.0001219928,0.008717117],"study_design_scores_gemma":[0.00003104112,0.0005831025,0.9945275,0.0000690727,0.00009256489,0.0001686805,0.0001116101,0.003657758,0.000315242,0.0001456707,0.0002836124,0.00001415295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951044,0.001280389,0.00132196,0.0001018155,0.0000667889,0.0001047404,0.0003620418,0.000029071,0.001628717],"genre_scores_gemma":[0.9976811,0.0002723351,0.001206641,0.0000461409,0.00002937762,0.00006669404,0.0004972185,0.000005040534,0.0001953679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103278,"threshold_uncertainty_score":0.05461931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09248647526917556,"score_gpt":0.4050141120661191,"score_spread":0.3125276367969436,"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."}}