{"id":"W4313557318","doi":"10.3389/fpsyt.2022.976140","title":"Childhood adversity, allostatic load, and adult mental health: Study protocol using the Avon Longitudinal Study of Parents and Children birth cohort","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute","funders":"Medical Research Council; National Institutes of Health; Australian Institute of Medical and Clinical Scientists; University of Bristol; British Heart Foundation; Wellcome Trust","keywords":"Allostatic load; Allostasis; Mental health; Longitudinal study; Medicine; Cohort; Logistic regression; Gerontology; Cohort study; Psychology; Psychiatry; Clinical psychology; Internal medicine","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":[0.008348377,0.00220715,0.001393972,0.002316294,0.003322019,0.001379558,0.002371423,0.001715146,0.0100018],"category_scores_gemma":[0.006293378,0.001948621,0.00108849,0.002856084,0.0009313865,0.001155808,0.0018695,0.001867561,0.003588336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101908,"about_ca_system_score_gemma":0.006449275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02198378,"about_ca_topic_score_gemma":0.03513603,"domain_scores_codex":[0.9962748,0.001792186,0.0005518181,0.000585188,0.0004310577,0.0003650841],"domain_scores_gemma":[0.9973482,0.0002838899,0.0004630446,0.000669873,0.0007886885,0.000446175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03172448,0.01024632,0.6410162,0.005510661,0.001637552,0.002841413,0.007006157,0.004855511,0.008023124,0.01085936,0.2009404,0.07533868],"study_design_scores_gemma":[0.00631938,0.00713189,0.8682142,0.001468901,0.0005133009,0.0008451182,0.003447275,0.002729642,0.00160575,0.003117199,0.104328,0.0002793626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1875352,0.001454038,0.01938128,0.001540787,0.0007103228,0.619135,0.1595361,0.0005170158,0.01019026],"genre_scores_gemma":[0.06825324,0.001150575,0.01371214,0.000636721,0.0001482143,0.8719386,0.03886407,0.00003732011,0.005259151],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02198378,"threshold_uncertainty_score":0.04415095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229581531698124,"score_gpt":0.317745822145114,"score_spread":0.2954500068281328,"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."}}