{"id":"W3161484953","doi":"10.1017/s0954579421000481","title":"Primary and secondary callous–unemotional traits in adolescence are associated with distinct maladaptive and adaptive outcomes in adulthood","year":2021,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; BC Children's Hospital; Simon Fraser University","funders":"","keywords":"Psychology; Anxiety; Psychopathology; Clinical psychology; Young adult; Secondary sex characteristic; Normative; Developmental psychology; Psychiatry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005047954,0.000428723,0.0007104749,0.0003288219,0.0001201247,0.00003255064,0.0001179365,0.0002912444,0.00007058689],"category_scores_gemma":[0.00006976875,0.0004020387,0.00002900989,0.0004118308,0.0003214288,0.0001370751,0.00009518756,0.0006236528,0.000007906767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107174,"about_ca_system_score_gemma":0.0001762068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001406826,"about_ca_topic_score_gemma":0.002103468,"domain_scores_codex":[0.9971368,0.0003891149,0.0005840171,0.001058847,0.0002150412,0.0006161472],"domain_scores_gemma":[0.9990497,0.0002678041,0.0002475157,0.0001806888,0.00007777962,0.0001765473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006476889,0.0006035315,0.9553491,0.00004894162,0.0001235619,0.001656642,0.01068097,5.264436e-7,0.00007596611,0.001306733,0.0007612269,0.02874508],"study_design_scores_gemma":[0.005134209,0.0002348057,0.9886184,0.0003944692,0.00002063663,0.0006694794,0.003609173,0.000007507048,0.000006337075,0.0004251798,0.0003953839,0.0004844554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886181,0.001617661,0.0001633499,0.0006520266,0.003524306,0.0003588894,0.00006328795,0.00004407343,0.004958245],"genre_scores_gemma":[0.9953352,0.00005309743,0.002906446,0.000867445,0.00007470156,0.00008505457,0.00007439253,0.00004139814,0.0005622478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03326923,"threshold_uncertainty_score":0.9998431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981298427549958,"score_gpt":0.2543439466328507,"score_spread":0.2345309623573511,"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."}}