{"id":"W4205748498","doi":"10.1002/alz.053914","title":"Multidomain interventions for dementia risk reduction: Can we detect a change in the signal?","year":2021,"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":"HEC Montréal; Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Concordia University","funders":"","keywords":"Dementia; Psychological intervention; Medicine; Randomized controlled trial; Intervention (counseling); Physical therapy; Cognition; Gerontology; Disease; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.08112893,0.001630874,0.005232271,0.001496618,0.001101105,0.003844945,0.001976647,0.004183209,0.008424429],"category_scores_gemma":[0.1713828,0.0008283107,0.005034368,0.001688471,0.002070221,0.00476145,0.003067052,0.004527918,0.0008566579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853752,"about_ca_system_score_gemma":0.003438635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804049,"about_ca_topic_score_gemma":0.001730144,"domain_scores_codex":[0.921208,0.061733,0.004289496,0.004194126,0.007246486,0.001328927],"domain_scores_gemma":[0.8295439,0.1360737,0.01449296,0.007085606,0.01012892,0.002674971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07802695,0.01188923,0.08380829,0.04841839,0.04010139,0.0002069684,0.002305631,0.003692302,0.003721243,0.009142742,0.02177484,0.696912],"study_design_scores_gemma":[0.05575252,0.1266265,0.4880391,0.0426079,0.0733972,0.0005714344,0.004147641,0.02610685,0.00923426,0.09178428,0.08100478,0.000727658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4512626,0.3005248,0.07920791,0.1054542,0.01796003,0.01159572,0.004481201,0.0009877384,0.0285258],"genre_scores_gemma":[0.9045528,0.01279794,0.04666973,0.02043654,0.002648727,0.01039411,0.0007185014,0.0001100135,0.001671677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08112893,"threshold_uncertainty_score":0.4290559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08442902709420905,"score_gpt":0.3667877451939389,"score_spread":0.2823587180997298,"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."}}