{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009198485,0.0001494666,0.0003236663,0.00004085526,0.000272819,0.0000115579,0.0001397589,0.0001191293,0.00001187885],"category_scores_gemma":[0.001112613,0.0001475477,0.00008749715,0.0001643973,0.000108305,0.0002518441,0.00009821496,0.0003727679,0.000007106573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504908,"about_ca_system_score_gemma":0.0006883562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003798024,"about_ca_topic_score_gemma":0.0001168941,"domain_scores_codex":[0.9978083,0.0006939475,0.0005609719,0.0004160396,0.0001585389,0.0003622361],"domain_scores_gemma":[0.9983869,0.0005163599,0.0003673852,0.0003001348,0.00009908704,0.0003301727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001629951,0.0001911276,0.9882742,0.002274777,0.000008771584,0.000003757423,0.0002159482,0.00002573866,0.001591309,0.00006905913,0.001480837,0.005701478],"study_design_scores_gemma":[0.002870684,0.00008965094,0.9771993,0.0004098624,0.00004206685,3.116559e-8,0.0001459818,0.01089342,0.000005683985,0.0003582332,0.007843331,0.0001417901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906802,0.002842052,0.004569599,0.0001617454,0.0001217025,0.001191569,0.0002304035,0.0000587802,0.0001439819],"genre_scores_gemma":[0.9980876,0.00008813206,0.0004735789,0.0007928521,0.0002935853,0.0001965502,0.00002697676,0.00002148758,0.0000192008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107494,"threshold_uncertainty_score":0.6016819,"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."}}