{"id":"W2727225549","doi":"10.1093/geroni/igx004.2646","title":"CANADIAN GAIT AND BRAIN STUDY: COGNITION, GAIT AND THE RISK OF FALLING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Falling (accident); Cognition; Cognitive impairment; Fear of falling; Balance (ability); Life expectancy; Falls in older adults; Fall prevention; Psychology; Psychological intervention; Cognitive decline; Medicine; Disease; Gerontology; Dementia; Poison control; Injury prevention; Psychiatry; Medical emergency; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008361561,0.0005583633,0.0008838123,0.001676305,0.002986798,0.0009035832,0.001165671,0.001050126,0.003912366],"category_scores_gemma":[0.002480005,0.0003872322,0.0008884061,0.003617921,0.0003535348,0.0003574419,0.0007852079,0.0009770516,0.0006238029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01498116,"about_ca_system_score_gemma":0.03645366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9824566,"about_ca_topic_score_gemma":0.9943915,"domain_scores_codex":[0.9993933,0.00003501114,0.00002589989,0.00003965508,0.0004066229,0.00009955624],"domain_scores_gemma":[0.9986707,0.00006135684,0.00009447534,0.00003762764,0.0007435831,0.000392278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149819,0.0005765896,0.7877737,0.0007363537,0.0007934719,0.0002085746,0.0008085262,0.0004135625,0.0005034833,0.0009857345,0.1580252,0.04802497],"study_design_scores_gemma":[0.0001859995,0.00005617954,0.9886069,0.00008502352,0.0001256981,0.00004530948,0.000210771,0.0001220822,0.0000317068,0.00008543113,0.01042447,0.00002047254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7574727,0.03027969,0.0006597676,0.02268823,0.001633332,0.001613172,0.1313296,0.0001100076,0.05421348],"genre_scores_gemma":[0.9082766,0.0168015,0.001692742,0.002887084,0.0004977288,0.0007926295,0.03629241,0.00003951889,0.0327199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01754344,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452047071177096,"score_gpt":0.361695870663923,"score_spread":0.3271753999521521,"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."}}