{"id":"W1990543765","doi":"10.1159/000228918","title":"Functional Abilities in Older Adults with Mild Cognitive Impairment","year":2009,"lang":"en","type":"article","venue":"Gerontology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Activities of daily living; Spouse; Psychology; Cognition; Gerontology; Cognitive impairment; Medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001599394,0.0001416786,0.0002511133,0.000164479,0.0000433889,0.000008670418,0.00003895692,0.00007764187,0.001815377],"category_scores_gemma":[0.00003464152,0.0001078678,0.00004859258,0.0001334962,0.0001426823,0.00007470793,0.00001604421,0.0002011085,0.00009005266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009242398,"about_ca_system_score_gemma":0.0001319829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000759082,"about_ca_topic_score_gemma":0.0001869956,"domain_scores_codex":[0.9986907,0.00007043751,0.0001911238,0.000322904,0.0002807173,0.0004440694],"domain_scores_gemma":[0.9994833,0.00008382439,0.00003282085,0.0001120531,0.0001722024,0.0001157271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01295267,0.002581347,0.9432928,0.000124095,0.000119824,0.000469854,0.002401578,8.59503e-7,0.0001067622,0.0003404494,0.002550046,0.03505974],"study_design_scores_gemma":[0.009890359,0.003640999,0.9822202,0.0002101284,0.0000387631,0.0001605856,0.002928371,0.00002224079,0.0004976801,0.0001546159,0.000123887,0.0001122058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834976,0.0003313166,0.0002828821,0.002670961,0.000051962,0.0008483406,0.00000489235,0.00003790851,0.01227416],"genre_scores_gemma":[0.9960874,0.00002116461,0.0001322759,0.00143232,0.00007049568,0.0001203409,0.00006121727,0.000007781382,0.002066952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03892739,"threshold_uncertainty_score":0.9990971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153907679057268,"score_gpt":0.3058683179969722,"score_spread":0.2843292412063995,"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."}}