{"id":"W2153963521","doi":"10.1017/cjn.2015.304","title":"Cognitive and Motor Aspects of Parkinson’s Disease Associated with Dysphagia","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samsung; Soonchunhyang University","keywords":"Swallowing; Dysphagia; Parkinson's disease; Neuropsychology; Cognition; Dementia; Physical medicine and rehabilitation; Psychology; Executive dysfunction; Rating scale; Executive functions; Medicine; Disease; Physical therapy; Neuroscience; Internal medicine; Developmental psychology; Surgery","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005633301,0.0002642405,0.0004983628,0.0006914659,0.002113481,0.0001739756,0.0009481472,0.0001321855,0.0001418792],"category_scores_gemma":[0.004970377,0.0001637113,0.00009038227,0.0009504802,0.005104952,0.000862727,0.00009445389,0.001079999,0.000002114667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505872,"about_ca_system_score_gemma":0.007041852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065308,"about_ca_topic_score_gemma":0.06450402,"domain_scores_codex":[0.9950587,0.001649924,0.0008148258,0.0004053538,0.0008956078,0.001175652],"domain_scores_gemma":[0.9935545,0.001126356,0.00122635,0.00009560253,0.0009444547,0.003052685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002302218,0.00003364629,0.9923812,0.0000107768,0.00003560121,0.002724399,0.0006411602,0.0001956686,0.000002573924,0.002399871,0.000714436,0.0006304526],"study_design_scores_gemma":[0.0009771525,0.04460299,0.931479,0.0001760541,0.0001295432,0.0005669598,0.001878139,0.0005626844,0.000005225296,0.01686549,0.002511599,0.0002451356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849535,0.0008802509,0.00004256171,0.002891096,0.0006723808,0.0003327931,0.00002430382,0.00001518961,0.01018799],"genre_scores_gemma":[0.9965751,0.0001582014,0.0004340896,0.002592325,0.0001300736,0.000006428249,5.217561e-7,0.00001036708,0.00009286385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06343871,"threshold_uncertainty_score":0.9991856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07078726127380627,"score_gpt":0.3484674147509702,"score_spread":0.2776801534771639,"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."}}