{"id":"W2014259826","doi":"10.1136/jech-2014-204726.53","title":"OP50 Education does not moderate the rate of cognitive decline prior to dementia diagnosis: Evidence from the OCTO-Twin longitudinal study","year":2014,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Cognitive decline; Cognition; Psychology; Neuropsychology; Cognitive reserve; Longitudinal study; Multilevel model; Gerontology; Medicine; Psychiatry; Cognitive impairment; Disease; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006051754,0.0005499819,0.000781699,0.0009355515,0.0009369521,0.001520705,0.001075767,0.001206226,0.00319111],"category_scores_gemma":[0.01619818,0.0006846103,0.002303098,0.001876616,0.0006421696,0.0006646269,0.001214831,0.0009572821,0.0002307598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005470529,"about_ca_system_score_gemma":0.0007027424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05218337,"about_ca_topic_score_gemma":0.04726655,"domain_scores_codex":[0.99654,0.00177528,0.000393226,0.0007513369,0.0002557975,0.0002845095],"domain_scores_gemma":[0.9895658,0.003809192,0.003116079,0.001839018,0.0009739977,0.000695858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002276177,0.00006079772,0.9878748,0.0002211322,0.004111898,0.0001650518,0.0004242833,0.00008019852,0.0001463283,0.0002461296,0.0003761991,0.004016939],"study_design_scores_gemma":[0.00007787176,0.0001353884,0.9948711,0.0001744934,0.002787965,0.0002191077,0.0002688789,0.0002568243,0.00006699643,0.0003217365,0.0008067351,0.00001297712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722639,0.02237539,0.0009353741,0.0005149945,0.000147914,0.00003218111,0.002065406,0.000009751064,0.001655155],"genre_scores_gemma":[0.9955551,0.00236952,0.0004774778,0.0001496736,0.00003072249,0.00002696912,0.0008788343,0.000009342793,0.0005023641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05218337,"threshold_uncertainty_score":0.1037593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07889408496137866,"score_gpt":0.4214543188539301,"score_spread":0.3425602338925514,"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."}}