{"id":"W1981494174","doi":"10.1016/s0924-9338(14)78123-4","title":"EPA-0777 – Alexithymia, facial emotion identification and social inference in ed patients: a case-control study","year":2014,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Identification (biology); Inference; Psychology; Facial expression; Cognitive psychology; Clinical psychology; Artificial intelligence; Computer science; Communication; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007271466,0.0009265018,0.0008227915,0.001622885,0.001747227,0.0008448299,0.0006403173,0.001349371,0.005095917],"category_scores_gemma":[0.001348204,0.000635597,0.000694854,0.0008512383,0.0008759951,0.0005058527,0.0008316071,0.0006750394,0.000566933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004081865,"about_ca_system_score_gemma":0.0002814021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197972,"about_ca_topic_score_gemma":0.002321264,"domain_scores_codex":[0.9992146,0.0001511813,0.00008351927,0.0003172337,0.0001159208,0.0001174682],"domain_scores_gemma":[0.9995302,0.0001365112,0.00009506634,0.00008899912,0.00005910227,0.00009016104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001877801,0.005197763,0.9509893,0.0001303435,0.0002858852,0.02867064,0.00132494,0.00006363042,0.00284764,0.0002581509,0.0006490212,0.007704842],"study_design_scores_gemma":[0.0003052708,0.002870222,0.956576,0.00004063311,0.0001898615,0.03653927,0.001074815,0.000291788,0.0003820097,0.0001332405,0.001564363,0.00003256485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980848,0.0003752358,0.0002138735,0.00003076104,0.00001580091,0.000101678,0.0001226898,0.000005163041,0.001050003],"genre_scores_gemma":[0.9984221,0.0001851657,0.0002287318,0.00006923746,0.00004111098,0.00008148501,0.0002445426,0.000004052782,0.0007236608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005095917,"threshold_uncertainty_score":0.01704758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00942563011612258,"score_gpt":0.261473766297684,"score_spread":0.2520481361815614,"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."}}