{"id":"W2417549223","doi":"10.1097/mao.0000000000001108","title":"Tinnitus Treatment Trends","year":2016,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Tinnitus; Medicine; Guideline; Otology; Otorhinolaryngology; Neurotology; Audiology; Clinical Practice; Hearing loss; Head and neck surgery; Family medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009420369,0.0001379629,0.0002441094,0.001963532,0.0005059851,0.000905092,0.0006697694,0.001000221,0.01361762],"category_scores_gemma":[0.006955284,0.0001338808,0.000602959,0.003252445,0.0003147001,0.001275046,0.0006018021,0.001060312,0.002570044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931804,"about_ca_system_score_gemma":0.002395716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830525,"about_ca_topic_score_gemma":0.02540553,"domain_scores_codex":[0.9980062,0.0002025517,0.0003526411,0.0003828836,0.0007750239,0.0002807882],"domain_scores_gemma":[0.9924265,0.001364953,0.003008378,0.0001189614,0.002270295,0.0008108499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002937139,0.0003617028,0.5656242,0.002124605,0.0001774593,0.0007095466,0.002759123,0.0005493346,0.001322864,0.002011741,0.07999643,0.3440692],"study_design_scores_gemma":[0.00004537328,0.0002125853,0.8687126,0.001711848,0.0001104312,0.004615114,0.004323657,0.0005752332,0.0005641126,0.0004211137,0.1186707,0.00003713448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.673772,0.108851,0.002329605,0.07622393,0.001918485,0.0001812028,0.01673598,0.0004247536,0.119563],"genre_scores_gemma":[0.9127921,0.05342978,0.001757966,0.01065417,0.001366052,0.0001859439,0.007597729,0.0001098358,0.01210642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830525,"threshold_uncertainty_score":0.04555541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207405761314049,"score_gpt":0.3140001031710161,"score_spread":0.2519260455578756,"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."}}