{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041893,0.000347884,0.0003992888,0.000834673,0.0002888316,0.0003802873,0.0001063031,0.0003498523,0.001364851],"category_scores_gemma":[0.001874772,0.0001641053,0.000135245,0.0003117533,0.0002797097,0.0002955527,0.0002475024,0.0001597254,0.0002078534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594764,"about_ca_system_score_gemma":0.00009706504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006139459,"about_ca_topic_score_gemma":0.0009622478,"domain_scores_codex":[0.9997063,0.00005925961,0.00004800564,0.00005950761,0.00008814201,0.0000386717],"domain_scores_gemma":[0.9989843,0.0002938119,0.0004138893,0.00003202441,0.0001318024,0.0001441894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001006391,0.0001488493,0.9719927,0.00009608324,0.00005106676,0.002227578,0.0005093199,0.00006264706,0.01343228,0.00001324115,0.00008619962,0.01037358],"study_design_scores_gemma":[0.00003951975,0.0008851332,0.9909347,0.000007127172,0.00003280144,0.006538487,0.0003327904,0.00007369698,0.001018919,0.00001010199,0.0001200239,0.000006676714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995851,0.0001608511,0.00004958914,0.000004867308,0.000001762814,0.000005100992,0.00003247524,0.00000222034,0.0001579927],"genre_scores_gemma":[0.999579,0.00009304366,0.00009196405,0.0000191236,0.000008680926,0.000007582832,0.00009322805,0.000001198926,0.0001062144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364851,"threshold_uncertainty_score":0.004565895,"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."}}