{"id":"W1903985844","doi":"10.1002/mds.25321","title":"Which dyskinesia scale best detects treatment response?","year":2013,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dyskinesia; Physical medicine and rehabilitation; Medicine; Psychology; Internal medicine; Parkinson's disease","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007501406,0.0003064654,0.0002982244,0.000142937,0.0001413323,0.00004330358,0.00008041609,0.00007915899,0.001128447],"category_scores_gemma":[0.00002612284,0.0002396432,0.0001433999,0.0002533271,0.00003226277,0.0001082522,0.00003507936,0.00005849632,0.0009729151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003325075,"about_ca_system_score_gemma":0.0001038953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009584968,"about_ca_topic_score_gemma":0.0006273154,"domain_scores_codex":[0.9984887,0.00005890486,0.0002266266,0.0004440733,0.0003277513,0.0004539056],"domain_scores_gemma":[0.9990318,0.0000371159,0.0000637765,0.0004692506,0.00007749053,0.0003205466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003858807,0.01411479,0.5422936,0.000163856,0.001654188,0.0001243884,0.00106927,0.0000565123,0.06400181,0.0002320611,0.01048964,0.3619411],"study_design_scores_gemma":[0.01292692,0.005141025,0.925808,0.0001243331,0.0005662373,0.000002580041,0.001714882,0.0009964328,0.02115579,0.008443995,0.02250494,0.0006148512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867138,0.0003393881,0.0001882433,0.004948014,0.0001363671,0.001376086,0.0000179504,0.0001094436,0.006170688],"genre_scores_gemma":[0.9907853,0.0002138056,0.0006792347,0.001678882,0.00004143678,0.0007185977,0.00004547438,0.00004598392,0.005791275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3835144,"threshold_uncertainty_score":0.9998049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038812194721366,"score_gpt":0.2491480264040783,"score_spread":0.2387599044568647,"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."}}