{"id":"W4403544526","doi":"10.1002/mdc3.14229","title":"Increasing Sensitivity in Patient‐Reported <scp>MDS</scp>‐<scp>UPDRS</scp> Items for Predicting Medication Initiation in Early <scp>PD</scp>","year":2024,"lang":"en","type":"article","venue":"Movement Disorders Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Dystonia Coalition; Canadian Institutes of Health Research; Parkinsonfonden; National Institutes of Health; National Institute on Aging; National Institute for Health and Care Research; Physicians' Services Incorporated Foundation; Neurocrine Biosciences; NIH Clinical Center; Cleveland Clinic Foundation; Parkinson Canada; Sunovion; Ottawa Hospital Research Institute; European Commission; Fondation Brain Canada; Rush University; Cleveland Clinic; Pfizer; Biogen; International Parkinson and Movement Disorder Society; University of Oxford; Parkinson's UK; Parkinson's Foundation; Adamas Pharmaceuticals; CHDI Foundation; University of Ottawa; Alzheimer's Association; Michael J. Fox Foundation for Parkinson's Research; U.S. Department of Defense","keywords":"Medicine; Pharmacology","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":[0.0189917,0.001179389,0.0009206828,0.002715326,0.0003450059,0.001603578,0.0006852301,0.001122981,0.001763458],"category_scores_gemma":[0.05184434,0.000456605,0.001957271,0.001041267,0.0006422177,0.001088429,0.001573335,0.001399136,0.0006169507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005717561,"about_ca_system_score_gemma":0.0005223398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002459704,"about_ca_topic_score_gemma":0.001937282,"domain_scores_codex":[0.9926149,0.004787342,0.0004787175,0.0009831591,0.0008713211,0.0002645178],"domain_scores_gemma":[0.9353782,0.05425717,0.004243234,0.0030691,0.002157904,0.000894413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008434747,0.0001903123,0.9653928,0.00005663928,0.0007196954,0.00007627044,0.0001999768,0.01778482,0.0006172143,0.00007808241,0.0002130434,0.0138277],"study_design_scores_gemma":[0.00008517641,0.001651759,0.6375637,0.0001273029,0.0005620705,0.0006139414,0.0003120255,0.3554401,0.001967601,0.001076998,0.0005096575,0.00008963016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894251,0.0003332231,0.008321415,0.0001340511,0.0000269266,0.00007274761,0.0003874712,0.0001152842,0.001183831],"genre_scores_gemma":[0.9972568,0.00004634738,0.002287203,0.00002328074,0.000007723061,0.00001764882,0.0002555937,0.000008570444,0.00009693916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0189917,"threshold_uncertainty_score":0.1004389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708863069556248,"score_gpt":0.351238313669473,"score_spread":0.3141496829739105,"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."}}