{"id":"W4312103936","doi":"10.1093/geroni/igac059.1311","title":"DUAL-TASK CHANGES IN PREFRONTAL ACTIVATION AND GAIT QUALITY IN OLDER ADULTS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gait; Cadence; Task (project management); Physical medicine and rehabilitation; Prefrontal cortex; Psychology; Functional near-infrared spectroscopy; Cognition; Neuroscience; Medicine","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":[0.0003367089,0.0003127246,0.0002957498,0.00034158,0.0001758607,0.0003525393,0.0001304224,0.0003480003,0.001312161],"category_scores_gemma":[0.001505822,0.0001241779,0.0001664021,0.000157814,0.0001152148,0.0002333473,0.0003291414,0.000230273,0.0001496555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330536,"about_ca_system_score_gemma":0.00007726626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265645,"about_ca_topic_score_gemma":0.005302113,"domain_scores_codex":[0.9998579,0.00002147482,0.0000181689,0.00004149877,0.00003399191,0.00002698814],"domain_scores_gemma":[0.9994764,0.00007297186,0.0002128666,0.00002829063,0.0001038562,0.0001055574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005256709,0.001046826,0.9317074,0.0001620026,0.0003209964,0.0002697486,0.0006705014,0.0002912553,0.03542567,0.00003061449,0.0003307977,0.02448755],"study_design_scores_gemma":[0.00001989407,0.000494085,0.9987453,0.000004617648,0.00001880738,0.00009508668,0.00007388328,0.0001524593,0.000329604,0.00001872928,0.00004468769,0.000002820615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996111,0.00007264886,0.00006053644,0.000009133676,0.000002830398,0.000005098362,0.00008471743,0.000001758343,0.0001521861],"genre_scores_gemma":[0.9995214,0.00002868757,0.000113789,0.00001702877,0.000004949213,0.000008450895,0.00009021417,6.364658e-7,0.0002148864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002265645,"threshold_uncertainty_score":0.004504919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667412416543339,"score_gpt":0.309779798552471,"score_spread":0.2931056743870376,"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."}}