{"id":"W2922623349","doi":"10.1007/s10802-019-00530-9","title":"A Network Approach to Understanding the Structure of Core Symptoms of Psychopathic Personality Disturbance in Adolescent Offenders","year":2019,"lang":"en","type":"article","venue":"Journal of Abnormal Child Psychology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Disturbance (geology); Personality; Poison control; Public health; Injury prevention; Core (optical fiber); Human factors and ergonomics; Developmental psychology; Social psychology; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636679,0.0002194636,0.000666686,0.0002695897,0.00006784991,0.000008235687,0.0007976664,0.0002453715,0.000398146],"category_scores_gemma":[0.00003807482,0.0001562688,0.000183824,0.0006653507,0.0002587306,0.00008415752,0.00007306225,0.001488415,0.000008014434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741242,"about_ca_system_score_gemma":0.00007948091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004159258,"about_ca_topic_score_gemma":0.00003373957,"domain_scores_codex":[0.9966626,0.0006129862,0.001164639,0.000327339,0.0005912048,0.0006412363],"domain_scores_gemma":[0.9980302,0.0001780479,0.0009013622,0.0005897706,0.0001000832,0.0002004744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005289397,0.00111258,0.9215114,0.0005154603,0.0002344851,0.00002685882,0.0092804,0.001134435,0.0002188769,0.05138075,0.007483655,0.001811718],"study_design_scores_gemma":[0.002839767,0.001561488,0.9882138,0.0003861425,0.00002188146,0.0005458406,0.00228555,0.0000355638,0.00001068991,0.003287881,0.0006574491,0.0001539201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711447,0.001631364,0.00197798,0.00250089,0.002469878,0.0008725319,0.00003664488,0.000005629627,0.01936034],"genre_scores_gemma":[0.9969364,0.00003679504,0.0002938653,0.002232534,0.0004092049,0.00000296219,0.000003594341,0.00002351077,0.0000611073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06670245,"threshold_uncertainty_score":0.6466504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09685163641942243,"score_gpt":0.3851855331281615,"score_spread":0.2883338967087391,"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."}}