{"id":"W2160932378","doi":"10.1017/s1041610212002360","title":"Longitudinal changes in functional disability in Alzheimer's disease patients","year":2013,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Activities of daily living; Dementia; Observational study; Cognition; Multilevel model; Cognitive impairment; Disease; Medicine; Cognitive decline; Gerontology; Alzheimer's disease; Psychology; Physical medicine and rehabilitation; Physical therapy; Internal 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":[0.0001983299,0.0001198714,0.0001301364,0.0002660222,0.00002039041,0.00004212946,0.0001155247,0.0000441718,0.003684167],"category_scores_gemma":[0.0001562464,0.0001098463,0.00006075712,0.0003343295,0.00006608817,0.0001920977,0.00005953163,0.0001743774,0.0002558489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729201,"about_ca_system_score_gemma":0.00004883066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587139,"about_ca_topic_score_gemma":0.000115742,"domain_scores_codex":[0.9984531,0.00004167934,0.0002613075,0.000353036,0.0006442582,0.0002465622],"domain_scores_gemma":[0.999314,0.00006333177,0.00004872005,0.0001432752,0.0002614625,0.0001692467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003938712,0.001585086,0.9830534,0.00001078621,0.00003694422,0.00001363635,0.00001676508,0.000003786458,0.00002923457,0.00009320703,0.001594905,0.01316833],"study_design_scores_gemma":[0.002524105,0.000110007,0.9948528,0.00002885673,0.0000188349,0.000001497235,0.00002443691,0.0002676442,0.00001971137,0.0008550516,0.001198354,0.00009869529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888727,0.00009044675,0.00004257245,0.005962614,0.0006540792,0.000663606,0.0000275209,0.00001768499,0.003668781],"genre_scores_gemma":[0.9985778,0.00005065136,0.00007171588,0.0003709442,0.0002440484,0.0002303788,0.0002141213,0.00001138831,0.0002290061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306964,"threshold_uncertainty_score":0.9972266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090136873939084,"score_gpt":0.335446854320898,"score_spread":0.3045454855815071,"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."}}