{"id":"W4283267634","doi":"10.1016/j.psyneuen.2022.105841","title":"Commentary: “Considerations to ensure that nutrition information improves the allostatic load model”, correspondence on “The association between mediterranean diet adherence and allostatic load in older adults” by Obomsawin et al. (2022)","year":2022,"lang":"en","type":"letter","venue":"Psychoneuroendocrinology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Allostatic load; Allostasis; Association (psychology); Gerontology; Psychology; Medicine; Psychotherapist; Neuroscience","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003476991,0.0004786181,0.0006378682,0.0002310078,0.0004342853,0.0001010443,0.0002706469,0.0001580595,0.0002220641],"category_scores_gemma":[0.0007329034,0.000365418,0.0001224352,0.0002910524,0.0001462223,0.0002305175,0.0001951487,0.002581696,0.00005300888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006358072,"about_ca_system_score_gemma":0.0001235718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003877069,"about_ca_topic_score_gemma":0.0002015055,"domain_scores_codex":[0.9960135,0.0006793732,0.0007271621,0.0006294592,0.00127431,0.0006762467],"domain_scores_gemma":[0.9960669,0.002627552,0.0004490592,0.0005119822,0.0002491459,0.00009537872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009830156,0.0002061708,0.0008517265,0.0001849303,0.0001598798,0.00009304025,0.001354069,0.000006684006,0.0000374824,0.00004760406,0.9956887,0.0003867281],"study_design_scores_gemma":[0.004406211,0.002552982,0.009235303,0.0004675268,0.0002177455,0.0001035699,0.000862804,0.0003457524,0.0000260828,0.001294916,0.9800515,0.0004356221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02476721,0.0007050931,0.00004552374,0.9684964,0.000893818,0.003180152,0.001577102,0.00005874138,0.0002759715],"genre_scores_gemma":[0.04970334,0.003014684,0.0001078683,0.9425027,0.0002619821,0.001918748,0.002046016,0.00004448164,0.0004002084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02599372,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713185659200998,"score_gpt":0.2876640126452549,"score_spread":0.2605321560532449,"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."}}