{"id":"W4323920619","doi":"10.1002/alz.13010","title":"Integral brain health: Cerebral/mental/social provisional definitions","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Mental health; Function (biology); Psychology; Cognition; Psychological resilience; Social psychology; Psychiatry","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":[0.006650995,0.001330383,0.001053331,0.005770619,0.004128781,0.009024692,0.002591332,0.005150174,0.00416007],"category_scores_gemma":[0.008683354,0.0003738678,0.0009728261,0.003127712,0.04153199,0.009527195,0.007853782,0.008668508,0.001021336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006405551,"about_ca_system_score_gemma":0.007619327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007510844,"about_ca_topic_score_gemma":0.008029685,"domain_scores_codex":[0.9942169,0.002623084,0.0006549364,0.0005856416,0.001292284,0.0006270563],"domain_scores_gemma":[0.9947577,0.002059038,0.0006435688,0.0004518245,0.001418421,0.0006693984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003815125,0.00004373845,0.001570484,0.0009089282,0.00003152712,0.0003528471,0.01025803,0.0001909619,0.0002201348,0.9294608,0.02002515,0.03689911],"study_design_scores_gemma":[0.00001491808,0.00006157062,0.004231401,0.004147447,0.00007429902,0.001733309,0.01424814,0.0003182245,0.0002130286,0.5582643,0.4166315,0.00006180058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01789286,0.3069678,0.05114451,0.3313999,0.01700182,0.0002893007,0.0007435379,0.0001740116,0.2743862],"genre_scores_gemma":[0.7004822,0.1554349,0.03834115,0.06621536,0.01685244,0.001153717,0.0007242312,0.0001654242,0.02063058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009024692,"threshold_uncertainty_score":0.04647571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06424496367292348,"score_gpt":0.3064039287635093,"score_spread":0.2421589650905858,"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."}}