{"id":"W2061613348","doi":"10.2310/7070.2005.0130","title":"Objective Voice Changes in Nondysphonic Parkinson's Disease Patients","year":2006,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audiology; Parkinson's disease; Loudness; Disease; Prospective cohort study; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003550284,0.0001098881,0.0002847544,0.0001907331,0.00004400703,0.000004721318,0.0001504252,0.0000641274,0.00007448091],"category_scores_gemma":[0.000142868,0.00006936714,0.00007869272,0.0002009358,0.00009172887,0.00007639275,0.0000304009,0.0003586605,0.00003434223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007291348,"about_ca_system_score_gemma":0.000125629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727429,"about_ca_topic_score_gemma":0.0007985518,"domain_scores_codex":[0.9990262,0.0001603956,0.0002754289,0.00008559637,0.0002147809,0.0002376196],"domain_scores_gemma":[0.9992487,0.0001286878,0.0002267473,0.00016352,0.0001461919,0.0000861318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001397816,0.0004936959,0.9939531,0.00002907583,0.00004557781,0.0002306704,0.0003668494,0.00002706765,0.0005747002,0.00003407821,0.001862745,0.0009845934],"study_design_scores_gemma":[0.002487181,0.0005942521,0.9821703,0.00005829901,0.0001295179,0.0001244054,0.0001456586,0.00003057193,0.0002690184,0.0005103993,0.01341153,0.00006882446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99304,0.001075877,0.00002818789,0.004392911,0.0001894412,0.0002237838,0.00000254528,0.000006471959,0.001040841],"genre_scores_gemma":[0.9979367,0.0002752124,0.00005320931,0.0013104,0.0001857738,0.000003684072,0.000004764629,0.00001355486,0.0002167173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178279,"threshold_uncertainty_score":0.282871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007026065625759172,"score_gpt":0.2382296768501979,"score_spread":0.2312036112244387,"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."}}