{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000888162,0.0002817614,0.0002359645,0.0001129897,0.000971805,0.00005944885,0.0003361756,0.00009446337,0.006885249],"category_scores_gemma":[0.0000468017,0.0002956417,0.0001334488,0.0006202442,0.0003008854,0.0003956182,0.0005216534,0.0003292641,0.01196468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009614094,"about_ca_system_score_gemma":0.00006040541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007207405,"about_ca_topic_score_gemma":0.0003501041,"domain_scores_codex":[0.9968248,0.0002742652,0.0004942936,0.0007874726,0.0006792975,0.000939871],"domain_scores_gemma":[0.9990874,0.0001238323,0.0001768046,0.0003106162,0.000006830426,0.0002945224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003461341,0.0004693189,0.05027911,0.00001277547,0.001906041,0.00003698457,0.004493935,0.00006872684,0.002447164,0.002793548,0.5549328,0.382525],"study_design_scores_gemma":[0.001602983,0.0002959173,0.5896823,0.00004573265,0.0009751199,0.0000217384,0.00130136,0.001091668,0.001790398,0.005810739,0.3963732,0.001008896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459527,0.006787656,0.002194022,0.1736257,0.002581185,0.005746371,0.0008137905,0.00202253,0.06027606],"genre_scores_gemma":[0.9879467,0.00008488019,0.001677904,0.009405346,0.000130639,0.0001655402,0.0004354727,0.00006117245,0.00009226794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394031,"threshold_uncertainty_score":0.9999496,"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."}}