{"id":"W3202816048","doi":"10.1002/alz.12478","title":"Brain health: Key to health, productivity, and well‐being","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Neurological Disorders and Stroke; National Human Genome Research Institute","keywords":"Mental health; Productivity; Dementia; Creativity; Psychology; Global mental health; Investment (military); Socioeconomic status; Medicine; Economic growth; Psychiatry; Political science; Disease; Environmental health; Social psychology; Economics","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":[0.001545976,0.0005727622,0.0007481841,0.0008874278,0.002237859,0.006464782,0.0006718487,0.002259284,0.0119986],"category_scores_gemma":[0.003319089,0.0001559836,0.0003214258,0.0009884938,0.006248781,0.003440469,0.004557617,0.003241132,0.002580144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210612,"about_ca_system_score_gemma":0.005433827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006125971,"about_ca_topic_score_gemma":0.007558933,"domain_scores_codex":[0.9984617,0.0005881316,0.00007214324,0.0001961427,0.0003195394,0.0003622721],"domain_scores_gemma":[0.9974153,0.0004455366,0.000270351,0.0001204688,0.000533025,0.001215249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001446945,0.0003786687,0.02122439,0.002579783,0.000263584,0.0004991189,0.005269047,0.0009414171,0.002312501,0.2772462,0.1979108,0.49123],"study_design_scores_gemma":[0.00001761675,0.0003098719,0.04698731,0.004300423,0.0001075828,0.0009970573,0.008308613,0.0003375511,0.0009049642,0.2791813,0.6584343,0.000113438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04284319,0.1960083,0.01059023,0.4800228,0.00676038,0.0001729307,0.001441196,0.0003493262,0.2618117],"genre_scores_gemma":[0.7432153,0.179569,0.00991039,0.03502137,0.004537282,0.0001837808,0.0006271431,0.0001010655,0.02683482],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0119986,"threshold_uncertainty_score":0.04013932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319987248404494,"score_gpt":0.2832503131089124,"score_spread":0.2600504406248675,"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."}}