{"id":"W2910032282","doi":"10.1101/515973","title":"Multivoxel Pattern Analysis Reveals Dissociations Between Subjective Fear and Its Physiological Correlates","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; National Institutes of Health; Cabinet Office, Government of Japan; Japan Agency for Medical Research and Development; Canadian Institutes of Health Research; Council for Science, Technology and Innovation; Dartmouth College","keywords":"Psychology; Functional magnetic resonance imaging; Insula; Cognitive psychology; Anxiety; Amygdala; Brain activity and meditation; Perception; Neuroscience; Electroencephalography; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006532047,0.000940023,0.001503844,0.001110285,0.0003313945,0.0002155423,0.0006560514,0.00129261,0.0003623512],"category_scores_gemma":[0.001050352,0.0008995541,0.0004543296,0.002372911,0.0001782549,0.0002041914,0.0007082533,0.001303417,0.0005869437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199923,"about_ca_system_score_gemma":0.0001411044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001588045,"about_ca_topic_score_gemma":0.000004036727,"domain_scores_codex":[0.994866,0.0006701358,0.00078513,0.002324208,0.0004925465,0.0008619418],"domain_scores_gemma":[0.9952406,0.0008872629,0.001141437,0.001197893,0.001154194,0.0003786107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000381367,0.0004997228,0.988207,0.0001336306,0.005280029,0.00001719468,0.0001419295,0.00002261487,0.005059688,0.00007584088,0.0004584084,0.00006584177],"study_design_scores_gemma":[0.0009176453,0.0001106732,0.9926935,0.0001660028,0.002460466,1.111269e-8,0.00003896806,0.0001155993,0.002089873,0.00001735282,0.0004410787,0.0009488591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813047,0.007412776,0.005273892,0.0001270206,0.001512817,0.001393049,0.002504241,0.0004143795,0.00005713894],"genre_scores_gemma":[0.9938177,0.004275922,0.000261033,0.0001455165,0.0007200107,0.0005278345,0.00001193001,0.0001534285,0.00008662223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251302,"threshold_uncertainty_score":0.9993455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0343928262458155,"score_gpt":0.3009586737649148,"score_spread":0.2665658475190992,"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."}}