{"id":"W7002375327","doi":"","title":"Motivational Cognitive Behavioral Therapy for Dementia Prevention: A Pilot Study to Protect the Brain and Memory","year":2022,"lang":"en","type":"article","venue":"Digital Commons - PCOM (Philadelphia College of Osteopathic Medicine)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychoeducation; Motivational interviewing; Worry; Cognitive behavioral therapy; Cognition; Anxiety; Intervention (counseling); Depression (economics); Cognitive training; Cognitive therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012779,0.0003001506,0.0005788757,0.0002307525,0.000561021,0.0000183801,0.0002832207,0.00003593552,0.0002426534],"category_scores_gemma":[0.0005611714,0.0002042253,0.0001243543,0.0007341833,0.0003320695,0.0001150348,0.0003505593,0.000468028,0.000002163119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002958981,"about_ca_system_score_gemma":0.0001816866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004086675,"about_ca_topic_score_gemma":0.00003347335,"domain_scores_codex":[0.9973643,0.0002972008,0.0006664141,0.0004864504,0.0008448146,0.0003407813],"domain_scores_gemma":[0.9979516,0.001082421,0.0002269995,0.0003146247,0.0002238402,0.0002005615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1320497,0.1247127,0.3867276,0.001705693,0.004252819,0.001325087,0.0339521,0.0001840869,0.005482934,0.007736842,0.2021378,0.09973264],"study_design_scores_gemma":[0.05344995,0.5266858,0.3474897,0.0003499724,0.00153303,0.0007282277,0.04251622,0.0003370371,0.00009366399,0.008653344,0.01705104,0.001112028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435166,0.001008844,0.0002027321,0.04446376,0.0001814167,0.008580511,0.0009012904,0.00005916314,0.001085724],"genre_scores_gemma":[0.9952157,0.000008880528,0.00002464505,0.00251655,0.0001535437,0.001495548,0.0001512763,0.00003495485,0.0003989451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4019732,"threshold_uncertainty_score":0.8328068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0786843670989584,"score_gpt":0.3220902484583186,"score_spread":0.2434058813593602,"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."}}