{"id":"W4391773062","doi":"10.1016/j.sleep.2023.11.565","title":"Proteomic profiling in periodic limb movements and restless legs syndrome","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Restless legs syndrome; Profiling (computer programming); Physical medicine and rehabilitation; Medicine; Neuroscience; Psychology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002358584,0.0003440765,0.0003145957,0.001228917,0.0003680344,0.0005587515,0.0001669387,0.0003906016,0.0007278832],"category_scores_gemma":[0.0004079267,0.0001429307,0.0003480366,0.0005956942,0.000161398,0.0002317839,0.0003282014,0.0003041415,0.0003311432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938396,"about_ca_system_score_gemma":0.0001610343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005074955,"about_ca_topic_score_gemma":0.0007558128,"domain_scores_codex":[0.999841,0.00002872437,0.00002106703,0.00003103802,0.0000497238,0.00002848951],"domain_scores_gemma":[0.9999036,0.00001412191,0.00002440974,0.000005553447,0.00003008543,0.00002232418],"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":[0.001287099,0.0001094356,0.0429888,0.0003961268,0.0002394807,0.001935493,0.0001692404,0.0001956442,0.9298441,0.000244088,0.001035257,0.02155522],"study_design_scores_gemma":[0.00006323776,0.0007801306,0.7660584,0.000141538,0.0003164491,0.01023664,0.0008095776,0.003340312,0.2069428,0.0008478634,0.01042099,0.00004212997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852138,0.008566789,0.001977365,0.0004768041,0.0001637133,0.00005302744,0.001268426,0.00004655622,0.002233495],"genre_scores_gemma":[0.9852185,0.00474309,0.004578521,0.0004490907,0.0001015001,0.00006225699,0.002160637,0.00001799682,0.002668492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228917,"threshold_uncertainty_score":0.002435029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200338126878166,"score_gpt":0.3420235014171664,"score_spread":0.3100201201483847,"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."}}