{"id":"W4405032871","doi":"10.1097/hrp.0000000000000413","title":"Perspectives on Integrating Biological Assessments to Address the Health Effects of Childhood Adversities","year":2024,"lang":"en","type":"article","venue":"Harvard Review of Psychiatry","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Etobicoke General Hospital","funders":"","keywords":"Neglect; Psychological intervention; Context (archaeology); Intervention (counseling); Mental health; Physical abuse; Child abuse; Anxiety; Mood; Psychology; Clinical psychology; Sexual abuse; Medicine; Child neglect; Psychiatry; Poison control; Developmental psychology; Suicide prevention; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0002023403,0.0001517634,0.0004333363,0.00007811917,0.0000876308,0.00002273191,0.0003365883,0.00003100028,0.0001228937],"category_scores_gemma":[0.0007315353,0.00008052334,0.000276634,0.0003752112,0.0001456369,0.00004832468,0.00008268472,0.000213044,0.00005394005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002832082,"about_ca_system_score_gemma":0.0001842794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001873681,"about_ca_topic_score_gemma":0.000002455923,"domain_scores_codex":[0.9981838,0.0006111307,0.0003787548,0.0003432711,0.0003009753,0.000182091],"domain_scores_gemma":[0.9986934,0.000736137,0.0001685785,0.000312031,0.00003025675,0.0000596146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009685297,0.001045922,0.0008273901,0.04004667,0.0001840562,0.00001856162,0.006130096,0.000006483988,0.002368045,0.7153904,0.02363539,0.2093785],"study_design_scores_gemma":[0.007287786,0.02194875,0.07299227,0.6659478,0.0006372035,0.0002076358,0.02741617,0.0003703815,0.02320967,0.008737041,0.1690764,0.002168911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2619195,0.6775048,0.001461323,0.02803511,0.007343261,0.00672558,0.0002942075,0.0003113144,0.01640492],"genre_scores_gemma":[0.7465359,0.2441703,0.0009795116,0.007875996,0.0001786732,0.0001142792,0.000002171793,0.00002071169,0.0001224798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7066533,"threshold_uncertainty_score":0.3283646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349078636342156,"score_gpt":0.3494840422189682,"score_spread":0.3259932558555467,"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."}}