{"id":"W3149727311","doi":"10.1007/s10802-021-00819-8","title":"Network Structure of Callous-Unemotional Traits and Conduct Disorder Symptoms Among At-Risk Youth: Multi-Informant Reports and Gender Differences","year":2021,"lang":"en","type":"article","venue":"Research on Child and Adolescent Psychopathology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Conduct disorder; Centrality; Construct (python library); Perspective (graphical); Clinical psychology; Developmental 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":[0.001124479,0.0002705995,0.0004726063,0.0002151836,0.0005563455,0.0000451159,0.0001424944,0.0003176965,0.0003394294],"category_scores_gemma":[0.0001562632,0.0002183675,0.00005353838,0.0002748596,0.001101951,0.00007600665,0.000310001,0.001306384,0.00000477311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004410955,"about_ca_system_score_gemma":0.0000712269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004613545,"about_ca_topic_score_gemma":0.0002082253,"domain_scores_codex":[0.9956689,0.001282638,0.0005795908,0.0008963678,0.000616108,0.0009563651],"domain_scores_gemma":[0.998553,0.000230324,0.0001940775,0.0003657037,0.0001812555,0.0004756445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000501438,0.0006525106,0.9676709,0.0005618089,0.00008542356,0.000358103,0.004132534,0.0000069425,0.0004098803,0.001819966,0.001663277,0.02213723],"study_design_scores_gemma":[0.001806672,0.0004643488,0.9935364,0.0002456747,0.00001661948,0.0007147579,0.001289651,0.00005762855,0.0000409051,0.0008636902,0.000770425,0.0001932438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895129,0.007293259,0.00004779158,0.0007463948,0.0004725467,0.0006608613,0.000205611,0.00002173546,0.001038859],"genre_scores_gemma":[0.9958031,0.00268463,0.000137109,0.0003978573,0.000252319,0.00001420731,0.0000671121,0.00002724776,0.0006163799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0258655,"threshold_uncertainty_score":0.890477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239390872112911,"score_gpt":0.4138815285697436,"score_spread":0.2899424413584526,"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."}}