{"id":"W4294990726","doi":"10.1037/pas0001163","title":"Externalizing psychopathology from childhood to early adolescence: Psychometric evaluation using latent variable and network modeling.","year":2022,"lang":"en","type":"article","venue":"Psychological Assessment","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; Simon Fraser University; National Institute of Mental Health; Canada Foundation for Innovation","keywords":"Psychology; Psychopathology; Juvenile delinquency; Structural equation modeling; Child Behavior Checklist; Developmental psychology; Conduct disorder; Latent variable; Poison control; Child psychopathology; Clinical psychology; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007792402,0.0006007302,0.0003778693,0.001645853,0.0007115971,0.0009611722,0.0006841567,0.0004142217,0.001435213],"category_scores_gemma":[0.021247,0.0004004738,0.001361475,0.00174774,0.0005744822,0.0009488115,0.002326507,0.001467297,0.0002160604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007911489,"about_ca_system_score_gemma":0.001142489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005651448,"about_ca_topic_score_gemma":0.01222247,"domain_scores_codex":[0.998325,0.0008513634,0.0002020701,0.0001742826,0.0003641112,0.00008298834],"domain_scores_gemma":[0.986756,0.005408363,0.004127203,0.001470432,0.001315195,0.0009227953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001827217,0.0004667274,0.964272,0.00005659079,0.0001580372,0.00003884442,0.001532016,0.001338731,0.0001438631,0.0003187441,0.0005478556,0.03094387],"study_design_scores_gemma":[0.00002468116,0.0003816542,0.9892664,0.00007210654,0.0001068345,0.0001349276,0.001538211,0.006903449,0.0001821852,0.0006170917,0.0007574959,0.0000151225],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994737,0.0001682373,0.002580455,0.0001324279,0.00001454166,0.0003345614,0.0006595458,0.00005840243,0.001314827],"genre_scores_gemma":[0.9930615,0.0002650134,0.003940331,0.0000241823,0.000007220517,0.0005819615,0.001449967,0.00002084657,0.000648927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007792402,"threshold_uncertainty_score":0.04121065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1737739542119765,"score_gpt":0.4797968578243891,"score_spread":0.3060229036124126,"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."}}