{"id":"W2121743545","doi":"10.1177/0891988714554709","title":"The Times They Are a-Changin’","year":2014,"lang":"en","type":"review","venue":"Journal of Geriatric Psychiatry and Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Dementia; Cognitive decline; Psychology; Cognition; Gerontology; Longitudinal study; Cognitive test; Disease; Clinical psychology; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.001121155,0.0002726797,0.00139611,0.0003611368,0.0001879991,0.00004610138,0.0002443089,0.0002638902,0.00006805798],"category_scores_gemma":[0.0001569321,0.0001391039,0.0006081539,0.0002066853,0.0001094553,0.00003864093,0.00008399202,0.001079406,0.00003144746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009964097,"about_ca_system_score_gemma":0.0004042182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.039184e-7,"about_ca_topic_score_gemma":0.000002357928,"domain_scores_codex":[0.9977678,0.0005520047,0.0007819738,0.0002174857,0.000319367,0.0003613627],"domain_scores_gemma":[0.9977915,0.0005085361,0.001106,0.0002367693,0.000157039,0.0002001306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006853278,0.000257526,0.003063793,0.007359515,0.000850121,0.0002438128,0.00001390938,4.696818e-8,3.134518e-7,0.0006372963,0.02170439,0.965184],"study_design_scores_gemma":[0.0007657352,0.002523446,0.002179173,0.000916866,0.00167097,0.006107687,0.00001041104,9.83972e-7,7.122321e-8,0.0007305011,0.9849865,0.0001076133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005717064,0.9910097,0.00001570937,0.004154866,0.002165277,0.0003696543,0.000004096477,0.000007817182,0.001701202],"genre_scores_gemma":[0.0002800001,0.9958274,0.00002982125,0.0005579723,0.002392887,0.0000106522,0.000002452328,0.00003102729,0.0008678266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9650763,"threshold_uncertainty_score":0.5672492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803711854012035,"score_gpt":0.3341778071056771,"score_spread":0.3161406885655568,"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."}}