{"id":"W4294992999","doi":"10.1002/mds.29215","title":"The Unified Multiple System Atrophy Rating Scale: Status, Critique, and Recommendations","year":2022,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Rating scale; Atrophy; Scale (ratio); Psychology; Medicine; Physical medicine and rehabilitation; Pathology; Geography; Developmental psychology; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007052089,0.0001497733,0.0003499848,0.000139372,0.001978612,0.0001463058,0.0002207388,0.00003470929,0.0002540409],"category_scores_gemma":[0.000618787,0.0001743722,0.00007115705,0.00018383,0.000064703,0.0002158643,0.0001711337,0.0002000855,0.00007524902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007303673,"about_ca_system_score_gemma":0.00006800315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784326,"about_ca_topic_score_gemma":0.001513181,"domain_scores_codex":[0.9966262,0.0004653713,0.001942251,0.00042045,0.0001086339,0.0004371209],"domain_scores_gemma":[0.9975935,0.0009750391,0.000897837,0.0003894465,0.00002706063,0.0001170756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003578073,0.0001782333,0.2314034,0.0003891581,0.000138941,5.039057e-7,0.004734425,0.001530584,0.000008720301,0.6037806,0.155164,0.002635618],"study_design_scores_gemma":[0.002880687,0.0002628824,0.03882789,0.00005885346,0.00001706059,7.492305e-7,0.1450337,0.06502605,0.000004944934,0.09188063,0.6552063,0.0008002251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4535541,0.01161214,0.01506876,0.4822547,0.003854176,0.004782607,0.002674307,0.0004054773,0.0257938],"genre_scores_gemma":[0.9743134,0.0007690305,0.001641943,0.02070385,0.0001012407,0.00105237,0.0001450292,0.00004680683,0.001226362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5207593,"threshold_uncertainty_score":0.9993207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991980561762011,"score_gpt":0.3734016374155381,"score_spread":0.274203581239337,"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."}}