{"id":"W3164014056","doi":"10.1002/hbm.25539","title":"The balance between Bayesian inference and default mode determines the generation of tinnitus from decreased auditory input: A volume entropy‐based study","year":2021,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Division of Mathematical Sciences; Ministry of Science and ICT, South Korea; Seoul National University; National Research Foundation; National Research Foundation of Korea; Seoul National University Bundang Hospital","keywords":"Tinnitus; Default mode network; Auditory cortex; Posterior cingulate; Psychology; Anterior cingulate cortex; Entorhinal cortex; Prefrontal cortex; Neuroscience; Audiology; Orbitofrontal cortex; Hippocampal formation; Medicine; Functional magnetic resonance imaging; Cognition","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":[0.0005997219,0.0001853664,0.0001904418,0.0003332483,0.00009584369,0.0002832089,0.0002251611,0.0001715004,0.0006469797],"category_scores_gemma":[0.003307993,0.0001336892,0.0002661376,0.0001056242,0.0003437696,0.000456856,0.0002573522,0.0001836127,0.00003997222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810303,"about_ca_system_score_gemma":0.0001241984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215152,"about_ca_topic_score_gemma":0.00114769,"domain_scores_codex":[0.9998766,0.00004916551,0.000008637482,0.00002520582,0.00002552722,0.00001495719],"domain_scores_gemma":[0.9986534,0.0009214764,0.0001771512,0.0001086698,0.00006182374,0.00007747833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004930033,0.0007281806,0.5588959,0.0002855652,0.000887822,0.001248756,0.001679979,0.07256427,0.2887574,0.004958492,0.0002665585,0.06479705],"study_design_scores_gemma":[0.00008468744,0.0009140507,0.5807166,0.00001376676,0.0002934514,0.0009814443,0.0002435878,0.3962906,0.01505797,0.005174621,0.0001889098,0.00004024094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938506,0.00003789744,0.005906023,0.00001260835,0.000001052503,0.000006979842,0.00002193233,0.000007633712,0.0001551451],"genre_scores_gemma":[0.9992719,0.0000178618,0.0006389112,0.000002691396,0.000001906051,0.000003410634,0.00002170599,0.000002199613,0.0000392801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001215152,"threshold_uncertainty_score":0.003171682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309769249985819,"score_gpt":0.2884202126922649,"score_spread":0.2353225201924067,"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."}}