{"id":"W4251262713","doi":"10.1093/geront/gnw162.2326","title":"TRAJECTORIES OF PERSONALITY TRAITS PRECEDING DEMENTIA DIAGNOSIS: A COORDINATED ANALYSIS","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Big Five personality traits; Psychology; Personality; Clinical psychology; Developmental psychology; Medicine; Social psychology; Disease; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031904,0.0002143534,0.0005625096,0.001388618,0.0002790409,0.0005158807,0.0002988467,0.000343062,0.002035774],"category_scores_gemma":[0.002457994,0.0001682271,0.0008615679,0.001405052,0.0001334327,0.0003656484,0.0007694234,0.0003093548,0.0002495766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617952,"about_ca_system_score_gemma":0.0002906786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004301066,"about_ca_topic_score_gemma":0.004450181,"domain_scores_codex":[0.9994385,0.0002360486,0.00005328528,0.0001444771,0.00004605488,0.00008166783],"domain_scores_gemma":[0.9982818,0.0005702419,0.0004280981,0.0002101352,0.0002027847,0.0003069577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003279249,0.00001855144,0.9931877,0.00002629126,0.0002985682,0.00006296585,0.0001237549,0.0001178654,0.0001729758,0.00004139352,0.000136098,0.005485975],"study_design_scores_gemma":[0.000001632203,0.00006190173,0.9993813,0.000004976911,0.00005580443,0.00006742073,0.0001145768,0.0001509963,0.00001995353,0.00002123374,0.0001177967,0.00000223266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965302,0.001254655,0.000393228,0.00007028777,0.00001094023,0.00002220656,0.0008721878,0.00001327084,0.0008330546],"genre_scores_gemma":[0.998953,0.0001970069,0.0001701037,0.000007188914,0.000005130145,0.00001190624,0.0004829282,0.000004053134,0.0001685933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004301066,"threshold_uncertainty_score":0.008552074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05590297913944686,"score_gpt":0.3541681061783445,"score_spread":0.2982651270388976,"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."}}