{"id":"W2130063183","doi":"10.1371/journal.pone.0048076","title":"When Math Hurts: Math Anxiety Predicts Pain Network Activation in Anticipation of Doing Math","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":310,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Science Foundation","keywords":"Mathematical anxiety; Feeling; Anticipation (artificial intelligence); Apprehension; Anxiety; Intuition; Psychology; Sensation; Developmental psychology; Cognitive psychology; Social psychology; Cognitive science; Psychiatry; Computer science","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":[0.0001889339,0.0001886296,0.0001747043,0.000166178,0.0001296917,0.0004852312,0.0001208231,0.0002771525,0.005858136],"category_scores_gemma":[0.001623337,0.0001604303,0.0001433915,0.0001262632,0.0002059532,0.0002877328,0.0002885382,0.0005707704,0.0002390996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673437,"about_ca_system_score_gemma":0.0001660377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745023,"about_ca_topic_score_gemma":0.003927503,"domain_scores_codex":[0.9999191,0.00001762751,0.000003120147,0.00002143786,0.00001495961,0.0000237823],"domain_scores_gemma":[0.99958,0.0001527747,0.0001319244,0.00001808365,0.00001795943,0.00009924405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009333188,0.003105111,0.7506394,0.0002876583,0.000372314,0.0006985223,0.002836547,0.001522206,0.1711426,0.0005892563,0.002336505,0.05713689],"study_design_scores_gemma":[0.00002537037,0.0002482883,0.9978581,0.000007605429,0.00002592464,0.00008187992,0.0002060008,0.0004772184,0.0007812392,0.0001726661,0.0001109698,0.000004696677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986739,0.00004720177,0.0001893332,0.000109925,0.000008941963,0.000009347284,0.00007948327,0.000004674611,0.0008771219],"genre_scores_gemma":[0.9990581,0.00006043877,0.0001052548,0.00004898725,0.000008120149,0.00002075167,0.00008989853,0.000002548343,0.0006059145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005858136,"threshold_uncertainty_score":0.01959735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06559665727932848,"score_gpt":0.3010210287384484,"score_spread":0.23542437145912,"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."}}