{"id":"W2086058066","doi":"10.1159/000336054","title":"Impact of Progression of Parkinson’s Disease on Drooling in Various Ethnic Groups","year":2012,"lang":"en","type":"article","venue":"European Neurology","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkinson's Clinic of Eastern Toronto & Movement Disorders Centre","funders":"","keywords":"Drooling; Sialorrhea; Medicine; Parkinson's disease; Cohort; Internal medicine; Swallowing; Pediatrics; Gastroenterology; Disease; Surgery","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":[0.0003115003,0.000161946,0.0003328837,0.0001747061,0.00001699943,0.000001276406,0.0001157237,0.00008392771,0.00008469622],"category_scores_gemma":[0.0002434744,0.0001105127,0.0001799533,0.0002517458,0.0001590522,0.00003378388,0.00007471996,0.0005894367,0.00004453644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000908436,"about_ca_system_score_gemma":0.00002534923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006622809,"about_ca_topic_score_gemma":7.588732e-7,"domain_scores_codex":[0.9982456,0.0005969889,0.0003814697,0.0002472884,0.0001545901,0.0003740626],"domain_scores_gemma":[0.9991329,0.0001400748,0.0001634856,0.0003022052,0.00002242479,0.0002389325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006320315,0.002761765,0.9647169,0.00008839098,0.00005221249,0.0009173161,0.0003810596,0.0005378104,0.008726219,0.0002294433,0.0002255858,0.01504297],"study_design_scores_gemma":[0.001485618,0.003719274,0.9937629,0.00004421112,0.00004052757,0.00004832027,0.000002362262,0.0002410492,0.00008441235,0.00006578337,0.0004260715,0.00007945205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936866,0.0008506384,0.00001115397,0.0004450972,0.0001692229,0.0002682841,0.000003841312,0.00004102782,0.004524196],"genre_scores_gemma":[0.9985536,0.0003423186,0.00002555364,0.0009437549,0.00006655449,0.000002944727,0.000007253494,0.00003625685,0.00002175315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02904601,"threshold_uncertainty_score":0.4506579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188124912540567,"score_gpt":0.3276233399700865,"score_spread":0.2957420908446808,"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."}}