{"id":"W4413971552","doi":"10.1177/21580014251374571","title":"The Stuck Brain: Constrained Connectivity and Temporal Rigidity in Tinnitus","year":2025,"lang":"en","type":"article","venue":"Brain Connectivity","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Functional connectivity; Neuroscience; Tinnitus; Psychology; Neuroimaging","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003069338,0.0004039675,0.0005141568,0.0002300583,0.0008555898,0.0003107848,0.0005289644,0.0002340742,0.00003038569],"category_scores_gemma":[0.03040563,0.0003606381,0.0001053273,0.001062967,0.001187721,0.0002476345,0.0005471389,0.000818668,0.00002703453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915843,"about_ca_system_score_gemma":0.0005558546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006858223,"about_ca_topic_score_gemma":0.004328588,"domain_scores_codex":[0.9953812,0.00163674,0.0005310181,0.001154997,0.0004088565,0.000887236],"domain_scores_gemma":[0.9827567,0.0158851,0.0002011777,0.0008684968,0.00009795377,0.0001905724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007525491,0.001167288,0.4067289,0.0002777938,0.00007911921,0.0002984391,0.001799946,0.000105781,0.3294854,0.1284088,0.02016192,0.110734],"study_design_scores_gemma":[0.005017105,0.0003683135,0.7559859,0.0001697787,0.00002721857,0.000126177,0.0006094219,0.007285089,0.1040445,0.03405678,0.09115411,0.001155683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636829,0.0001294611,0.001209259,0.02187764,0.0005794583,0.001037711,0.00003881384,0.0002201565,0.01122454],"genre_scores_gemma":[0.9939598,0.00003062081,0.0001091739,0.004264837,0.00008739142,0.00006546011,0.000001701903,0.0000308501,0.001450206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349257,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267829359134237,"score_gpt":0.3037342132347567,"score_spread":0.2710559196434144,"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."}}