{"id":"W4381714959","doi":"10.3758/s13415-023-01114-3","title":"Brain mechanisms associated with facial encoding of affective states","year":2023,"lang":"en","type":"article","venue":"Cognitive Affective & Behavioral Neuroscience","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Facial expression; Psychology; Prefrontal cortex; Neuroscience; Affect (linguistics); Somatosensory system; Facial muscles; Ventrolateral prefrontal cortex; Anterior cingulate cortex; Cognition; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724549,0.0002706853,0.0001297634,0.0002603738,0.0001089879,0.0002330127,0.00007623903,0.000174822,0.001069885],"category_scores_gemma":[0.0007854956,0.00009459098,0.000121381,0.0001284043,0.0002222478,0.0001213297,0.0001490826,0.000192305,0.00006428545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00017977,"about_ca_system_score_gemma":0.0001215078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000627775,"about_ca_topic_score_gemma":0.0009269243,"domain_scores_codex":[0.9999086,0.00002444991,0.000004005329,0.00002218498,0.00002091019,0.00001988619],"domain_scores_gemma":[0.9997955,0.00007342923,0.00007994732,0.00001420225,0.00002304242,0.00001397194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008512455,0.00009409695,0.02853281,0.0001524377,0.00007021801,0.0003415666,0.0005915473,0.00039783,0.9149393,0.0004580471,0.0001523482,0.05341853],"study_design_scores_gemma":[0.00002233562,0.0003028984,0.9721853,0.00001586884,0.00005361487,0.0004998623,0.000160932,0.000991234,0.02498021,0.0005118067,0.0002644307,0.00001142012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943376,0.0004466923,0.003207652,0.00005332669,0.000009848617,0.0000422292,0.0001015832,0.00001514037,0.001786012],"genre_scores_gemma":[0.9981128,0.0002513453,0.001186653,0.00002533409,0.000009464682,0.00001901698,0.00004753088,0.000003351403,0.0003445052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001069885,"threshold_uncertainty_score":0.00357908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840354564259664,"score_gpt":0.3388138871104425,"score_spread":0.2904103414678459,"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."}}