{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004245757,0.0003093241,0.0001994155,0.0007319451,0.0003103039,0.0006243319,0.0003704041,0.0004418296,0.002600338],"category_scores_gemma":[0.003702898,0.0003026455,0.0001999014,0.0004586403,0.001228738,0.001200145,0.0005842249,0.0005255343,0.0001069746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002541014,"about_ca_system_score_gemma":0.0002685261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675946,"about_ca_topic_score_gemma":0.003028985,"domain_scores_codex":[0.9998536,0.00003856889,0.000009802326,0.0000400288,0.00003255371,0.00002543366],"domain_scores_gemma":[0.9993163,0.0003414597,0.0001495196,0.00008820077,0.00003492101,0.00006957455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00193328,0.0001899298,0.1751501,0.000462805,0.0008568348,0.01544026,0.004659825,0.04575206,0.4346958,0.160881,0.006240104,0.153738],"study_design_scores_gemma":[0.0001244106,0.0003214692,0.592122,0.00006569629,0.0002648013,0.01830033,0.001692161,0.04208473,0.0177908,0.3245977,0.002524627,0.0001112785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543185,0.0004675763,0.03929611,0.001234871,0.00003721522,0.00002519948,0.0003745281,0.0001183832,0.004127722],"genre_scores_gemma":[0.9962024,0.0001120149,0.003147802,0.00006031201,0.00001903449,0.00001061651,0.00007871639,0.00002863491,0.0003404329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002600338,"threshold_uncertainty_score":0.008699,"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."}}