{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009875265,0.0002618161,0.0005932106,0.0008575798,0.00006401637,0.00004861907,0.0001541724,0.0001464203,0.0003242247],"category_scores_gemma":[0.0003160757,0.0001951219,0.00005213865,0.0007733426,0.0003646411,0.0001604878,0.0001307792,0.0007729952,0.000136966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445085,"about_ca_system_score_gemma":0.0001879005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203815,"about_ca_topic_score_gemma":0.00001058659,"domain_scores_codex":[0.9973367,0.00008847531,0.0005058643,0.0006381415,0.0008422973,0.0005885207],"domain_scores_gemma":[0.9990362,0.0001007755,0.00003963996,0.0004280426,0.00006459193,0.0003307651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001356165,0.0008181511,0.5829552,0.01810455,0.0009701898,0.05206991,0.005244551,0.00002821752,0.2480214,0.004048433,0.002124222,0.0842591],"study_design_scores_gemma":[0.0144584,0.007114522,0.9085946,0.0209798,0.0003846345,0.007891042,0.001877344,0.01610848,0.00862419,0.001721259,0.01116345,0.001082247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771219,0.01086154,0.00004810688,0.006521109,0.0003221644,0.001626945,0.000004801124,0.000139405,0.003354011],"genre_scores_gemma":[0.9956466,0.0008001645,0.0002718799,0.0001910626,0.0002161244,0.0002132649,0.00003669572,0.00006755328,0.002556648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3256395,"threshold_uncertainty_score":0.7956841,"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."}}