{"id":"W3134680567","doi":"10.1097/01.hj.0000737584.09756.f6","title":"Auditory Dysfunction in Non-blast-related TBI: A Guide for Audiologists","year":2021,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tinnitus; Hearing loss; Audiology; Traumatic brain injury; Hyperacusis; Medicine; Cochlear implant; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002193298,0.0000973873,0.000240829,0.0001205374,0.0002099771,0.00004773499,0.0001170375,0.0001027245,0.0002439633],"category_scores_gemma":[0.00156638,0.0000659217,0.0001192929,0.0002485547,0.0000848759,0.000063871,0.00005861636,0.000902255,0.00006040285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002771677,"about_ca_system_score_gemma":0.000408776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002032776,"about_ca_topic_score_gemma":0.00001981594,"domain_scores_codex":[0.9985744,0.000156281,0.0004342897,0.0001587344,0.0003067814,0.0003695255],"domain_scores_gemma":[0.9988388,0.0004640014,0.00009401637,0.0002654194,0.0002196134,0.0001181825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00334507,0.0009637709,0.09063056,0.0008224385,0.001194733,0.002079054,0.005955927,0.002770539,0.2584973,0.0007271488,0.4695226,0.1634909],"study_design_scores_gemma":[0.007513968,0.0006921966,0.9548946,0.00102498,0.00009433796,0.007894848,0.00118691,0.006820219,0.002603791,0.00379667,0.01327496,0.0002025413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785172,0.000303945,0.003356793,0.01058299,0.00135446,0.0004146103,0.000001788393,0.00003761069,0.005430643],"genre_scores_gemma":[0.9860932,0.00006654906,0.002603673,0.0003454657,0.001009173,0.00002794581,0.000004182129,0.00002691465,0.009822933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.864264,"threshold_uncertainty_score":0.3919899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0766829974061867,"score_gpt":0.3641958371528639,"score_spread":0.2875128397466772,"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."}}