{"id":"W4385703238","doi":"10.1016/j.sleh.2023.06.008","title":"Proteomic insights into the pathophysiology of periodic limb movements and restless legs syndrome","year":2023,"lang":"en","type":"article","venue":"Sleep Health","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Restless legs syndrome; Pathophysiology; Neuroscience; Physical medicine and rehabilitation; Medicine; Psychology; Internal medicine; Neurology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006069886,0.0001535308,0.0004911427,0.0002963496,0.0002277217,0.00001416536,0.0001916665,0.00009538182,0.000033833],"category_scores_gemma":[0.0001136718,0.0001007621,0.00006153237,0.0006219617,0.00032228,0.00005602672,0.000220635,0.0003741876,0.0001297502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308155,"about_ca_system_score_gemma":0.0003897855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222712,"about_ca_topic_score_gemma":0.00003462381,"domain_scores_codex":[0.9979645,0.0002854157,0.0004122696,0.000363897,0.0004798932,0.0004940427],"domain_scores_gemma":[0.9988758,0.00009968706,0.0001292482,0.0005656129,0.00008121711,0.0002484135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003166187,0.002452357,0.2955207,0.02765002,0.001354212,0.003660468,0.08965981,0.0002150189,0.3623621,0.008490557,0.00819755,0.197271],"study_design_scores_gemma":[0.001632605,0.002822341,0.9885457,0.0003701842,0.00001473748,0.0001094874,0.0009286068,0.0009485227,0.0006884892,0.002519076,0.001274292,0.0001459724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910311,0.001352644,0.000009530359,0.005835935,0.0001157335,0.001406587,0.000004616034,0.00006085071,0.0001829666],"genre_scores_gemma":[0.9960936,0.002390504,0.0001051105,0.000513658,0.0000468147,0.0001469118,0.00002761066,0.00003314784,0.0006426926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.693025,"threshold_uncertainty_score":0.4108959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029292540719479,"score_gpt":0.3417840186074115,"score_spread":0.3114910932002167,"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."}}