{"id":"W4390201518","doi":"10.1002/alz.078620","title":"Life’s Simple 7 Relates to Better Cognitive and Brain Health in Individuals with Autosomal Dominant Frontotemporal Dementia","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Dementia; Frontotemporal dementia; Medicine; Neuropsychology; Brain size; Cognition; Internal medicine; Clinical psychology; Oncology; Psychology; Psychiatry; Magnetic resonance imaging","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":[0.0005272381,0.0003504214,0.0002812168,0.0007108237,0.0005252325,0.0007608475,0.0002932889,0.0005838851,0.001977836],"category_scores_gemma":[0.002041372,0.0001788335,0.0004958835,0.0004639677,0.0003654367,0.000422212,0.0005092361,0.0005151078,0.000207624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004381669,"about_ca_system_score_gemma":0.0003339502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216238,"about_ca_topic_score_gemma":0.0178715,"domain_scores_codex":[0.9998009,0.00005601959,0.00002029746,0.00004696445,0.00003830009,0.00003765097],"domain_scores_gemma":[0.9986951,0.0002029844,0.00064519,0.00007436449,0.0001955771,0.0001867933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001925189,0.00007055037,0.9977096,0.000006744092,0.0000591597,0.00007618238,0.0001324781,0.00004854469,0.0002155681,0.00001812215,0.00009520364,0.001375216],"study_design_scores_gemma":[0.000002906784,0.00007922476,0.9993284,0.000003726175,0.00002547918,0.00009048062,0.0001434742,0.0001616446,0.00006590175,0.00004875211,0.00004732049,0.000002893861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996433,0.00005626318,0.0000165238,0.00003267795,0.00000213595,0.000001279311,0.00007225211,0.000001865498,0.0001736684],"genre_scores_gemma":[0.9996462,0.00002241241,0.00003897475,0.00001100808,0.000003150673,0.0000015849,0.0001167596,6.769577e-7,0.0001593199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216238,"threshold_uncertainty_score":0.02418321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057866293916681,"score_gpt":0.275704347836175,"score_spread":0.2551256848970082,"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."}}