{"id":"W4388651706","doi":"10.1007/s10578-023-01626-6","title":"The Impact of Parental Mental Health Diagnoses, Trauma, and Coping Mechanisms on Their Children’s Well-Being","year":2023,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Region Hovedstadens Psykiatri; Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Coping (psychology); Anxiety; Psychology; Psychological intervention; Clinical psychology; Mental health; Population; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000402014,0.0002977771,0.0003693624,0.0001434901,0.001244856,0.00003130894,0.0001533648,0.00006171393,0.00006511881],"category_scores_gemma":[0.00000424507,0.000195643,0.0001255994,0.0001535754,0.00007256681,0.00004188509,0.00008905955,0.0002812676,0.00003993628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069215,"about_ca_system_score_gemma":0.0001859526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026957,"about_ca_topic_score_gemma":0.00006015024,"domain_scores_codex":[0.9981111,0.00007057492,0.0006012624,0.0003588626,0.0003090205,0.000549157],"domain_scores_gemma":[0.9991631,0.00004597747,0.0002256298,0.0002818268,0.00001499655,0.0002684776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000874884,0.001085593,0.9377275,0.002313874,0.0007813314,0.00001074855,0.01414042,0.00001297723,0.00004728475,0.01191671,0.01257399,0.01851465],"study_design_scores_gemma":[0.001747604,0.001038865,0.988672,0.005199622,0.00000905406,0.00008738645,0.0002817868,0.000005924686,0.001438493,0.0008532468,0.0004747675,0.00019128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923406,0.001534088,0.000003075541,0.003074618,0.0006593005,0.001041724,0.00002054866,0.0001086682,0.001217354],"genre_scores_gemma":[0.9975099,0.0009050188,0.0001489557,0.0007545758,0.0001410136,0.00005879408,0.0001954374,0.00003934113,0.0002469662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05094444,"threshold_uncertainty_score":0.9574555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325124216947796,"score_gpt":0.3031624231932985,"score_spread":0.2899111810238205,"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."}}