{"id":"W4390346543","doi":"10.1111/cdev.14060","title":"Specialized and versatile antisocial behavioral profiles in preschoolers: Associations with persistent behavioral problems","year":2023,"lang":"en","type":"article","venue":"Child Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Institute of Human Development, Child and Youth Health; Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture; Health Canada; Social Sciences and Humanities Research Council of Canada; University of Oxford","keywords":"Preadolescence; Aggression; Psychology; Antisocial personality disorder; Developmental psychology; Conduct disorder; Poison control; Human factors and ergonomics; Injury prevention; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004933333,0.0003823557,0.0002875688,0.001397514,0.0006531429,0.0006611345,0.0004104575,0.000623331,0.001521267],"category_scores_gemma":[0.001993574,0.0004037528,0.0003267063,0.0007742565,0.0005144302,0.0006728022,0.0008580585,0.0009970303,0.0001525218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940107,"about_ca_system_score_gemma":0.0006036216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01820309,"about_ca_topic_score_gemma":0.03940748,"domain_scores_codex":[0.9996635,0.00004871347,0.00004331352,0.00007766194,0.0000633961,0.0001034949],"domain_scores_gemma":[0.9981433,0.0002113911,0.0009995038,0.00008893429,0.00011692,0.0004398805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001841757,0.00002541166,0.9990828,0.000002539534,0.000008207355,0.00005219741,0.0001223448,0.000008335456,0.000171144,0.00001148141,0.00001201598,0.0004850344],"study_design_scores_gemma":[6.614753e-7,0.00003105451,0.9995528,0.000002196776,0.000003170612,0.0001095406,0.000240475,0.00001878824,0.00001795897,0.000007643905,0.00001494905,8.388876e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997616,0.00006980258,0.00001575867,0.00001390389,0.000001143909,0.000002920512,0.00004305164,0.000001625841,0.00009026305],"genre_scores_gemma":[0.9996871,0.00006230333,0.00005106631,0.000005353284,0.000002156895,0.000004019784,0.0001001329,0.00000103754,0.00008689896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01820309,"threshold_uncertainty_score":0.03619426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04472636764494851,"score_gpt":0.3017258366790191,"score_spread":0.2569994690340706,"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."}}