{"id":"W7118086037","doi":"10.1093/geroni/igaf122.2637","title":"Perceived workload vs. objective performance during dual-tasking in adults with mild cognitive impairment","year":2025,"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":"","funders":"","keywords":"Workload; Cognition; Balance (ability); Perception; Cognitive impairment; Affect (linguistics); Task (project management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000415224,0.0004911351,0.0003931625,0.0005229388,0.0003018965,0.0005638134,0.0002193308,0.0004285439,0.001359275],"category_scores_gemma":[0.002328059,0.0001335114,0.0003455837,0.0002891592,0.0001740444,0.0002726382,0.0005489926,0.000321672,0.0002226336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001979766,"about_ca_system_score_gemma":0.0001084681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005035884,"about_ca_topic_score_gemma":0.007451902,"domain_scores_codex":[0.9997275,0.00004202445,0.00004099411,0.00004503929,0.00008734483,0.00005698687],"domain_scores_gemma":[0.9988372,0.0001296569,0.0005240144,0.00003372414,0.0002087618,0.0002666636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008836754,0.0004837595,0.98823,0.00008042814,0.0001164998,0.0001429269,0.0008114151,0.0001254355,0.00299769,0.00001091889,0.0001562504,0.005961002],"study_design_scores_gemma":[0.000006823384,0.0004617384,0.9988286,0.000004950483,0.00001432472,0.00005761627,0.0003150775,0.0001342344,0.0001215439,0.000009875,0.00004072461,0.000004573639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996475,0.00007139226,0.00003633977,0.000008460598,0.000002799623,0.000006438234,0.00007392069,0.000001297324,0.0001518862],"genre_scores_gemma":[0.9997126,0.00003074646,0.00004548767,0.000009899003,0.000004269576,0.000008280073,0.00008697298,3.43981e-7,0.0001013981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005035884,"threshold_uncertainty_score":0.0100131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377009381173798,"score_gpt":0.3269979683375979,"score_spread":0.3132278745258599,"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."}}