{"id":"W2118772689","doi":"10.1177/0194599814545325","title":"Clinical Practice Guideline: Tinnitus","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":756,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Fredericton; University of Manitoba","funders":"American Academy of Otolaryngology-Head and Neck Surgery","keywords":"Tinnitus; Medicine; Guideline; Psychological intervention; Quality of life (healthcare); Multidisciplinary approach; Referral; MEDLINE; Population; Physical therapy; Intensive care medicine; Audiology; Family medicine; Nursing; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002164847,0.0002295882,0.0003966709,0.0001136156,0.0001809179,0.00005498291,0.0006653653,0.0003441925,0.0003601465],"category_scores_gemma":[0.03793195,0.0002315882,0.0001214979,0.0003169351,0.000366761,0.0001764552,0.0003819268,0.0007075546,0.003539613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002820863,"about_ca_system_score_gemma":0.0001415692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005083198,"about_ca_topic_score_gemma":0.00001319829,"domain_scores_codex":[0.9956339,0.001477909,0.001002736,0.0008547547,0.0003540436,0.0006766454],"domain_scores_gemma":[0.995693,0.002524287,0.000330824,0.0009826126,0.0001918969,0.0002773504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006048165,0.001964752,0.07872073,0.0001049819,0.00007619455,0.001087897,0.0006574886,0.0002364605,0.3018754,0.1008111,0.3448339,0.1690263],"study_design_scores_gemma":[0.0006254791,0.0003507026,0.008599961,0.000006665013,0.00002682173,0.0004894615,0.00001363595,0.002428216,0.008087335,0.0006750051,0.9784399,0.0002568743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6597509,0.0001290962,0.02161537,0.009890275,0.003245108,0.0006125061,0.000007705149,0.0005392224,0.3042098],"genre_scores_gemma":[0.8754283,0.0001450838,0.05659088,0.06389889,0.001450828,0.00002689139,0.000006773334,0.00008874681,0.002363663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.633606,"threshold_uncertainty_score":0.9972363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437805839207332,"score_gpt":0.3738674840514334,"score_spread":0.3300869001307002,"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."}}