{"id":"W2026345847","doi":"10.1016/j.pain.2006.08.033","title":"Brain responses to dynamic facial expressions of pain","year":2006,"lang":"en","type":"article","venue":"Pain","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia","funders":"","keywords":"Facial expression; Psychology; Physical medicine and rehabilitation; Neuroscience; Medicine; 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":[0.001849337,0.00006883849,0.00008167426,0.0001146838,0.00007825117,0.00001481784,0.00009111549,0.00004261735,0.0005811364],"category_scores_gemma":[0.005046999,0.00006435148,0.00004462663,0.0001951809,0.00004213649,0.00004705432,0.00002131687,0.00005811466,0.0001975407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001976753,"about_ca_system_score_gemma":0.00001953277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006340536,"about_ca_topic_score_gemma":0.00009843289,"domain_scores_codex":[0.997416,0.001948052,0.0001531053,0.000181116,0.0001538896,0.0001477933],"domain_scores_gemma":[0.9981489,0.001630644,0.00003611713,0.0001189086,0.00001542783,0.00005002875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003229141,0.00004648454,0.0003841142,0.000007197816,2.364144e-7,0.000002029919,0.0001814882,0.00002942653,0.9477986,0.00007529874,0.007437994,0.04400482],"study_design_scores_gemma":[0.001320072,0.000674376,0.0633653,0.000336886,0.00001124831,0.00001328797,0.001463991,0.0299325,0.5712413,0.005758557,0.3249412,0.0009413526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529386,0.000005891604,0.04092498,0.003439929,0.00008975217,0.0002070201,0.00009823612,0.00008730932,0.002208272],"genre_scores_gemma":[0.9930316,0.000002842945,0.0004536098,0.002696865,0.00002948356,0.00001936839,0.000008289769,0.000008495522,0.003749438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765574,"threshold_uncertainty_score":0.6363035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334576183469775,"score_gpt":0.3069915007367972,"score_spread":0.2735338823898196,"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."}}