{"id":"W4401577006","doi":"10.1177/09567976241260247","title":"Intervening After Trauma: Child–Parent Psychotherapy Treatment Is Associated With Lower Pediatric Epigenetic Age Acceleration","year":2024,"lang":"en","type":"article","venue":"Psychological Science","topic":"Family Support in Illness","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Canadian Institute for Advanced Research; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Psychology; Psychotherapist; Epigenetics; Child psychotherapy; Psychological trauma; Developmental psychology; Emotional trauma; Injury prevention; Clinical psychology; Poison control; Medical emergency; 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":[0.0004293359,0.0001364443,0.0002261006,0.0002097943,0.0003242383,0.0003261129,0.0002017494,0.0002438863,0.00157739],"category_scores_gemma":[0.002566168,0.0001096091,0.0002498037,0.000234678,0.0002091161,0.0002534597,0.0004248095,0.0005381264,0.00006250363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580724,"about_ca_system_score_gemma":0.0007421789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004034983,"about_ca_topic_score_gemma":0.008961533,"domain_scores_codex":[0.9995376,0.0001569919,0.00002165935,0.00009511094,0.0001042622,0.0000843741],"domain_scores_gemma":[0.9992643,0.0001015137,0.000408421,0.00003645407,0.00004534801,0.0001438852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007261695,0.001561879,0.9492604,0.0001497362,0.0002351793,0.0002216838,0.001571957,0.0001023092,0.002592569,0.0001742168,0.0003918063,0.04301219],"study_design_scores_gemma":[0.00001182063,0.0003816894,0.9984269,0.00002042434,0.00003720058,0.0000817191,0.0004235097,0.00007358933,0.000285327,0.00002324665,0.0002325699,0.000002017048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993569,0.0001883878,0.0000503073,0.00008355809,0.000006172858,0.000008134143,0.00002717418,0.000002406681,0.0002769943],"genre_scores_gemma":[0.9994397,0.0001862216,0.0001292808,0.00003057744,0.000004711579,0.00001618655,0.00004012519,0.000001252131,0.0001518618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004034983,"threshold_uncertainty_score":0.008023024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06048649167880594,"score_gpt":0.3820812431806751,"score_spread":0.3215947515018692,"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."}}