{"id":"W4410189290","doi":"10.1038/s41467-025-59445-3","title":"Tinnitus risk factors and its evolution over time","year":2025,"lang":"en","type":"article","venue":"Nature Communications","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Fondation des Gueules Cassées; Louise and Alan Edwards Foundation; Canada First Research Excellence Fund; Agence Nationale de la Recherche; Institut TransMedTech; European Commission; Government of Canada; CIHR Skin Research Training Centre; HORIZON EUROPE Framework Programme; Fondation Pour l'Audition","keywords":"Tinnitus; Audiology; Medicine; Mood; Percept; Hearing loss; Psychology; Perception; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001795605,0.0002297725,0.0002784244,0.0006504984,0.0002511707,0.0007587456,0.0002817586,0.0004360357,0.001554003],"category_scores_gemma":[0.009218267,0.0001600073,0.0005469838,0.0006203714,0.0002234057,0.0004281168,0.000501181,0.0007322703,0.0004458803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710344,"about_ca_system_score_gemma":0.0003128335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007701541,"about_ca_topic_score_gemma":0.005124981,"domain_scores_codex":[0.9993488,0.0001705874,0.00005874756,0.0002726124,0.00008245275,0.00006676329],"domain_scores_gemma":[0.995261,0.002324753,0.001248211,0.000530842,0.0003901847,0.000244902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001337496,0.00002765506,0.9906693,0.000009014189,0.00009848626,0.00005223422,0.00009043866,0.001721741,0.0002925734,0.00006978987,0.0004006484,0.006434326],"study_design_scores_gemma":[0.000007819978,0.00008481446,0.9707017,0.00001807131,0.00007409681,0.0003310867,0.000152413,0.02723933,0.0002461409,0.0003837648,0.0007486103,0.0000121851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956499,0.0002544763,0.001832008,0.0002604758,0.00001572708,0.00000803363,0.001571569,0.00003869659,0.000369105],"genre_scores_gemma":[0.9975858,0.0000688792,0.0004911965,0.00002608114,0.000009059403,0.000009063092,0.00156436,0.000006653593,0.0002389346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007701541,"threshold_uncertainty_score":0.01531345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658719159690224,"score_gpt":0.3208608397199756,"score_spread":0.2942736481230734,"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."}}