{"id":"W2040463097","doi":"10.1017/s1355617712000884","title":"Emotional Expression and Socially Modulated Emotive Communication in Children with Traumatic Brain Injury","year":2012,"lang":"en","type":"article","venue":"Journal of the International Neuropsychological Society","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Sadness; Disgust; Emotive; Anger; Psychology; Feeling; Facial expression; Emotional expression; Happiness; Emotion classification; Resentment; Arousal; Developmental psychology; Clinical psychology; Cognitive psychology; Psychotherapist; Social psychology; Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.0009680209,0.0001119726,0.0002064508,0.00005262863,0.0000871816,0.00003115318,0.0003759159,0.00009824125,0.0001225701],"category_scores_gemma":[0.0003969006,0.00006112492,0.0001661942,0.0001859633,0.0002301004,0.0002184895,0.0001247212,0.0007877774,0.000002887572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145153,"about_ca_system_score_gemma":0.00007011495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000458132,"about_ca_topic_score_gemma":7.764365e-7,"domain_scores_codex":[0.9983056,0.0002578566,0.0004192513,0.0001140033,0.0007231258,0.0001802028],"domain_scores_gemma":[0.9989583,0.0002520953,0.0003162484,0.0001766838,0.0001839799,0.0001126915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009225585,0.001277512,0.9540772,0.00001408505,0.0003171089,0.000003434446,0.001825842,0.0000382895,0.02796048,0.0004297443,0.009519354,0.003614428],"study_design_scores_gemma":[0.001690804,0.0002339276,0.9955311,0.0001924773,0.0000183799,0.0008101741,0.0001785983,0.0001610501,0.0001939339,0.0008509818,0.00007841127,0.00006020892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767712,0.00006432352,0.0001819592,0.02213938,0.0001206284,0.0002416987,0.000006102044,0.00000924754,0.0004654892],"genre_scores_gemma":[0.9921861,0.00006069837,0.005168241,0.002278745,0.0001668748,0.00000351872,0.000003922355,0.00001228628,0.0001196689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04145389,"threshold_uncertainty_score":0.3422545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765105214580839,"score_gpt":0.3598973071518028,"score_spread":0.3022462550059944,"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."}}