{"id":"W4386859213","doi":"10.1073/pnas.2217769120","title":"Allostatic load in children: The cost of empathic concern","year":2023,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Research Foundation Singapore","keywords":"Allostatic load; Psychology; Developmental psychology; Vulnerability (computing); Context (archaeology); Allostasis; Empathic concern; Early childhood; Poverty; Stressor; Empathy; Clinical 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":[0.0005144417,0.0003555162,0.0003145537,0.0006847372,0.0003549671,0.0008294007,0.000260455,0.0002841644,0.001621324],"category_scores_gemma":[0.003313547,0.0002032347,0.0003722083,0.0007275043,0.0006466638,0.0005154415,0.001045836,0.0008124301,0.0001236352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605057,"about_ca_system_score_gemma":0.0003632363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036394,"about_ca_topic_score_gemma":0.005776491,"domain_scores_codex":[0.9994528,0.0001327436,0.00004461039,0.0001106124,0.0001287296,0.0001306764],"domain_scores_gemma":[0.9982664,0.0002444364,0.0009402412,0.0001892704,0.00009543581,0.000264299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003799856,0.00003179892,0.9957291,0.00001472675,0.00003975305,0.0001708772,0.0005219456,0.00006413838,0.0007688071,0.00005512085,0.0000369531,0.002528775],"study_design_scores_gemma":[2.681447e-7,0.00002813133,0.9994619,0.000002895582,0.000004949221,0.0001539799,0.0001773696,0.00002117359,0.00008379327,0.00002013472,0.00004397579,0.000001345347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993408,0.0001302934,0.00006233808,0.00003286851,0.000002342053,0.00000227,0.0000804337,0.000002036247,0.0003465832],"genre_scores_gemma":[0.9996587,0.00009383662,0.00006564592,0.000009947745,0.000003693324,0.000003930743,0.00005912707,0.000001239255,0.0001039093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0036394,"threshold_uncertainty_score":0.007236421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07635518934053687,"score_gpt":0.3631340287158967,"score_spread":0.2867788393753599,"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."}}