{"id":"W2135454775","doi":"10.1375/brim.12.3.165","title":"Emotion Perception and Alexithymia in People With Severe Traumatic Brain Injury: One Disorder or Two? A Preliminary Investigation","year":2011,"lang":"en","type":"article","venue":"Brain Impairment","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Australian Research Council","keywords":"Alexithymia; Psychology; Emotion perception; Toronto Alexithymia Scale; Clinical psychology; Traumatic brain injury; Perception; Association (psychology); Psychiatry; Psychotherapist; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002250907,0.0002209874,0.0002966678,0.0001754534,0.00006655171,0.00001831095,0.00004926723,0.00007178076,0.0003568269],"category_scores_gemma":[0.0000425997,0.0001588246,0.00003558365,0.0002808518,0.00007581447,0.000193388,0.00002513909,0.0001023847,0.0000232887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128097,"about_ca_system_score_gemma":0.00007885307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006188377,"about_ca_topic_score_gemma":0.0007803119,"domain_scores_codex":[0.9987815,0.00009756517,0.0003008157,0.0003200231,0.0002422157,0.0002579042],"domain_scores_gemma":[0.9994086,0.00005297226,0.0001063975,0.0002518889,0.00002391542,0.0001561959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00459391,0.004168748,0.8773409,0.0008792886,0.0002082421,0.00003434257,0.08105736,0.000006649994,0.0004179357,0.0001617535,0.001685832,0.029445],"study_design_scores_gemma":[0.0070787,0.006107217,0.9761637,0.00173325,0.00006537503,0.0001334552,0.006123516,0.001035722,0.00002060767,0.001313068,0.00002752072,0.0001978689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933506,0.00004111941,0.0003599362,0.003533022,0.00003558247,0.001575927,0.000007112708,0.00006479943,0.001031855],"genre_scores_gemma":[0.9934766,0.00003044971,0.004145945,0.001096855,0.00002269254,0.0002149828,0.00007324063,0.00003337496,0.0009058336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09882276,"threshold_uncertainty_score":0.647668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300522160146107,"score_gpt":0.2737048527386254,"score_spread":0.2436526367240147,"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."}}