{"id":"W4392889278","doi":"10.61838/kman.psychnexus.1.1.15","title":"Psychological Interventions for Early Life Trauma in the Digital Age Childhood","year":2023,"lang":"en","type":"article","venue":"KMAN Counseling and Psychology Nexus","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Psychology; The Internet; Early childhood; Developmental psychology; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008319803,0.0001893955,0.0002374367,0.0002480312,0.0002599911,0.0001184222,0.000322345,0.0003145361,0.0000762589],"category_scores_gemma":[0.00008177375,0.000141376,0.0001982898,0.0004607723,0.0002043717,0.00006913406,0.00001716445,0.0004770955,0.0002843843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007175298,"about_ca_system_score_gemma":0.000005751382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000660778,"about_ca_topic_score_gemma":0.00002043684,"domain_scores_codex":[0.9983332,0.000164197,0.0004437751,0.0004940397,0.0001183323,0.00044649],"domain_scores_gemma":[0.9988647,0.0005561851,0.00009699344,0.0003777588,0.00002385034,0.00008050372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001204574,0.006158206,0.2976656,0.0001701299,0.0009185938,0.0006578804,0.1670952,0.0002838355,0.0000323127,0.1295296,0.1764901,0.219794],"study_design_scores_gemma":[0.002345254,0.0005968141,0.9575484,0.00004792143,0.00004795119,0.00007408643,0.002774602,0.0001917123,3.59592e-8,0.02623655,0.009893995,0.0002427085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687571,0.0008870056,0.003711831,0.003079984,0.00129355,0.0006063376,0.00005662446,0.0001946574,0.02141291],"genre_scores_gemma":[0.9960141,0.00009219148,0.00008669346,0.001547734,0.000236678,0.0002166332,0.0001568935,0.00002586122,0.001623224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6598828,"threshold_uncertainty_score":0.5765146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255096260970244,"score_gpt":0.4491577687766118,"score_spread":0.3566068061669093,"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."}}