{"id":"W2808939048","doi":"10.1016/j.wjorl.2018.04.004","title":"Anxiety and depression in spasmodic dysphonia patients","year":2018,"lang":"en","type":"article","venue":"World Journal of Otorhinolaryngology - Head and Neck Surgery","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spasmodic dysphonia; Depression (economics); Anxiety; Psychology; Medicine; Audiology; Psychiatry; Clinical psychology; Neuroscience; Botulinum toxin","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":[],"consensus_categories":[],"category_scores_codex":[0.0004313917,0.0001532107,0.0005592831,0.0005492006,0.000084856,0.0000137775,0.00005030973,0.0001219735,0.00006745773],"category_scores_gemma":[0.0001813163,0.0001198581,0.00009039369,0.0002398499,0.0001836738,0.0002154196,0.00004544033,0.0003851078,0.000005883228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002881183,"about_ca_system_score_gemma":0.00009644789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004454177,"about_ca_topic_score_gemma":0.0001934573,"domain_scores_codex":[0.9987433,0.00008394606,0.0005051355,0.0001927967,0.0001847199,0.0002901065],"domain_scores_gemma":[0.9991349,0.0001637191,0.0002172458,0.000124089,0.0001532559,0.0002067857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006521564,0.0002091706,0.9822851,0.00004850301,0.00003520164,0.0001171992,0.0002097049,8.673779e-8,0.000655262,0.000003919331,0.005769115,0.01001453],"study_design_scores_gemma":[0.001991504,0.0002594859,0.9865501,0.000408838,0.00004203659,0.0004008656,0.00002873565,0.00001307103,0.0004348233,0.00007316285,0.009687619,0.0001097941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949611,0.003118293,0.000002955365,0.0006368981,0.0005917084,0.0001158511,0.000001564925,0.000009366593,0.0005622523],"genre_scores_gemma":[0.9968037,0.001404286,0.0001467816,0.001157223,0.000315886,0.000001689913,0.000003622016,0.00001559227,0.0001512265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009904735,"threshold_uncertainty_score":0.4887672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334604299961168,"score_gpt":0.2608981956144141,"score_spread":0.2475521526148025,"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."}}