{"id":"W2769934805","doi":"10.1093/arclin/acx112","title":"Cognitive and Neuropsychiatric Correlates of Functional Impairment Across the Continuum of No Cognitive Impairment to Dementia","year":2017,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Apathy; Dementia; Psychology; Cognition; Activities of daily living; Depression (economics); Psychological intervention; Executive functions; Clinical psychology; Cognitive skill; Psychiatry; Disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001087299,0.0002603191,0.0008832099,0.0001522864,0.000234496,0.00002188799,0.0003686334,0.00009471949,0.0001929872],"category_scores_gemma":[0.002726025,0.0001851517,0.0004136275,0.0001336403,0.002716192,0.00007669482,0.000610834,0.0005348054,0.00003670526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002402993,"about_ca_system_score_gemma":0.0001103459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002373231,"about_ca_topic_score_gemma":0.00001011646,"domain_scores_codex":[0.9963581,0.0006083217,0.001409846,0.000651859,0.0004774081,0.0004944528],"domain_scores_gemma":[0.9944366,0.003185876,0.0009766084,0.0005706695,0.0005208158,0.0003094646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01205784,0.002558003,0.9435663,0.0001298082,0.0007389552,0.00003941985,0.0003931444,3.427352e-7,0.003020506,0.00008631752,0.0003702944,0.03703905],"study_design_scores_gemma":[0.009535721,0.01377058,0.9740552,0.0002768365,0.0004670661,0.00006037634,0.0003580175,0.0000478812,0.0007539624,0.0003644153,0.0001767484,0.0001331333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880937,0.0001682856,0.0005413914,0.001410753,0.000792761,0.001459658,0.0001438421,0.00001321453,0.007376407],"genre_scores_gemma":[0.9976715,0.0004816695,0.0001789206,0.0009434759,0.0001778892,0.00005286558,0.00001933318,0.00002910278,0.0004451962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03690591,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464804425636681,"score_gpt":0.4208144550965719,"score_spread":0.3761664108402051,"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."}}