{"id":"W2800774318","doi":"10.1044/2018_jslhr-s-17-0262","title":"Kinematic Features of Jaw and Lips Distinguish Symptomatic From Presymptomatic Stages of Bulbar Decline in Amyotrophic Lateral Sclerosis","year":2018,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Parkinson's Disease and Spinal Disorders","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Toronto Rehabilitation Institute; Health Sciences Centre; University Health Network","funders":"National Institutes of Health; National Institute on Deafness and Other Communication Disorders; AGE-WELL","keywords":"Amyotrophic lateral sclerosis; Jerk; Kinematics; Audiology; Psychology; Medicine; Shoulders; Facial muscles; Physical medicine and rehabilitation; Communication; Surgery; Acceleration; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002625298,0.0003313585,0.0002940334,0.0007119709,0.0001294554,0.0002800547,0.0001253491,0.0002646761,0.001009583],"category_scores_gemma":[0.001554817,0.00008355618,0.0001789622,0.0002284975,0.0001301311,0.0002391819,0.0002196304,0.0001478317,0.0002642028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040467,"about_ca_system_score_gemma":0.0000948181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008657451,"about_ca_topic_score_gemma":0.001279206,"domain_scores_codex":[0.9998856,0.00001982343,0.00002363765,0.00002420394,0.00003371269,0.00001310169],"domain_scores_gemma":[0.9995936,0.0001685607,0.0001212734,0.0000169245,0.00005816786,0.00004147957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001605444,0.0001303813,0.8861783,0.0001337357,0.00009967313,0.0004354176,0.0004199464,0.0007719206,0.03902832,0.00003134602,0.0002827814,0.07088269],"study_design_scores_gemma":[0.00001366655,0.0001644016,0.9973448,0.000008486123,0.0000186284,0.000436048,0.0001537956,0.0009141816,0.0008417383,0.00002550361,0.00007479667,0.000003972249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991856,0.0001579188,0.0004190493,0.000009531262,0.000002670893,0.00000722141,0.00008487979,0.000007493154,0.0001256586],"genre_scores_gemma":[0.9989574,0.00007309886,0.0005804165,0.000007455571,0.000005956369,0.00001417707,0.0002353278,0.000002239931,0.0001239789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001009583,"threshold_uncertainty_score":0.003377378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884398484618168,"score_gpt":0.365775012131017,"score_spread":0.3169310272848354,"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."}}