{"id":"W4304762085","doi":"10.3390/children9101547","title":"Internalizing–Externalizing Comorbidity and Impaired Functioning in Children","year":2022,"lang":"en","type":"article","venue":"Children","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Hamilton Health Sciences","keywords":"Comorbidity; National Comorbidity Survey; Psychosocial; Mental health; Psychiatry; Clinical psychology; Psychology; Externalization; Medicine; Distress","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002655168,0.0001470266,0.000167656,0.0001374944,0.0003424444,0.00003794904,0.000178073,0.000036405,0.001655516],"category_scores_gemma":[0.000006453726,0.0001543092,0.00006653235,0.0001914527,0.00004278335,0.00006320562,0.0002075308,0.0003521417,0.00004121304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008403078,"about_ca_system_score_gemma":0.0000200115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007792583,"about_ca_topic_score_gemma":0.0000206574,"domain_scores_codex":[0.9987892,0.0001174242,0.0002516527,0.0003672345,0.000196218,0.0002782923],"domain_scores_gemma":[0.9996734,0.00001733864,0.00008121281,0.0001392931,0.000009850542,0.00007891163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005084443,0.0001924158,0.9816753,0.000002360645,0.00007535593,0.000005601863,0.001300689,0.00001361702,0.0000223552,0.001634103,0.003932159,0.01109521],"study_design_scores_gemma":[0.001117148,0.000046396,0.9950385,0.00003256445,0.00000905563,0.0002210789,0.0001916429,0.000006051385,0.000005028549,0.0008450684,0.002300412,0.0001870664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942325,0.001099027,0.00005162776,0.0004530988,0.0008395383,0.0002296419,0.00003260182,0.0000624426,0.002999507],"genre_scores_gemma":[0.9973328,0.00003946533,0.00003435024,0.0009127239,0.0003050086,0.00002759166,0.000101264,0.00001779391,0.001228975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133632,"threshold_uncertainty_score":0.9992571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757936241503816,"score_gpt":0.2639499027774989,"score_spread":0.2463705403624608,"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."}}