{"id":"W2803810300","doi":"10.1097/dbp.0000000000000586","title":"Risk and Protective Factors for Externalizing Behavior at 3 Years: Results from the All Our Families Pregnancy Cohort","year":2018,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Child Behavior Checklist; Psychological intervention; Mental health; Socioeconomic status; Odds ratio; Psychology; Logistic regression; Neuroticism; Confidence interval; Pregnancy; Cohort; Medicine; Checklist; Developmental psychology; Demography; Clinical psychology; Psychiatry; Environmental health; Personality; Population; Social psychology","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":[0.0003803589,0.0002474998,0.0002947603,0.0001100277,0.0003564837,0.00007232639,0.0002750501,0.0001480679,0.00004629699],"category_scores_gemma":[0.00007599493,0.0001755099,0.0001699473,0.0001619229,0.00008523134,0.0001637376,0.0001221398,0.0003291397,0.00002122979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270427,"about_ca_system_score_gemma":0.0001183128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178127,"about_ca_topic_score_gemma":0.000137477,"domain_scores_codex":[0.9980501,0.00008675156,0.0007562413,0.0003286787,0.0004453551,0.0003329082],"domain_scores_gemma":[0.9986892,0.000126191,0.0006916929,0.0001130765,0.0002181272,0.0001616546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004395834,0.0003802422,0.9585932,0.000005390508,0.000083954,0.0000292004,0.01239589,1.022232e-7,0.000159487,0.00001009613,0.006478792,0.02142405],"study_design_scores_gemma":[0.001859174,0.0003079994,0.986284,0.0001066125,0.0003074849,0.0000413581,0.004396428,1.667874e-7,0.000155246,0.0001448343,0.006149355,0.0002472974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953954,0.0006455912,0.00008370937,0.0001448741,0.002401123,0.0007193761,0.0004990548,0.00001744261,0.000093446],"genre_scores_gemma":[0.9956444,0.0004789115,0.001862253,0.0001094469,0.001265871,0.00003081902,0.00006225669,0.00002923371,0.0005168015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02769084,"threshold_uncertainty_score":0.7157085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04879034541359083,"score_gpt":0.3267699108228434,"score_spread":0.2779795654092526,"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."}}