{"id":"W4390191957","doi":"10.1002/alz.083193","title":"Precision Recommendations to Optimize Neurocognition [PREVENTION] Trial: Preliminary Results","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Medicine; Cognition; Randomized controlled trial; Cognitive decline; Intervention (counseling); Montreal Cognitive Assessment; Dementia; Cognitive training; Clinical trial; Neuroimaging; Biobank; Physical medicine and rehabilitation; Physical therapy; Clinical psychology; Disease; Psychiatry; Internal medicine; Cognitive impairment; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855691,0.0008228437,0.001847363,0.0003242748,0.000344477,0.001034566,0.0006088446,0.001230386,0.00394613],"category_scores_gemma":[0.002353308,0.0003846042,0.001431759,0.0003653383,0.0004830477,0.0005832367,0.0004077293,0.001377287,0.0003399951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007359,"about_ca_system_score_gemma":0.0008391477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009284432,"about_ca_topic_score_gemma":0.001395086,"domain_scores_codex":[0.9990551,0.0005303527,0.00005932366,0.000174826,0.00009666674,0.00008376004],"domain_scores_gemma":[0.999116,0.0003077411,0.0002507636,0.0001042706,0.00007869105,0.0001425263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.894813,0.01350346,0.005575242,0.001853191,0.005159197,0.00006584836,0.0001287847,0.001154581,0.003464468,0.0004573228,0.003258484,0.07056645],"study_design_scores_gemma":[0.8876868,0.07727101,0.02429141,0.0002968982,0.004956944,0.00007300288,0.00004561512,0.001768415,0.0008930258,0.0007839947,0.001897688,0.00003527473],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823909,0.007513236,0.001641938,0.0009573298,0.0003168629,0.00243137,0.00124233,0.0001901937,0.003315744],"genre_scores_gemma":[0.9853926,0.002222599,0.004884485,0.0008519724,0.0004033124,0.002987329,0.001220213,0.00001885021,0.002018683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00394613,"threshold_uncertainty_score":0.01320112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08206583278118613,"score_gpt":0.3864229618107767,"score_spread":0.3043571290295906,"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."}}