{"id":"W4229368331","doi":"10.1093/sleep/zsac108","title":"How effective are treatment guidelines for augmented RLS?","year":2022,"lang":"en","type":"article","venue":"SLEEP","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockyview General Hospital","funders":"","keywords":"Medicine; Restless legs syndrome; Pramipexole; Clinical Global Impression; Internal medicine; Anesthesia; Physical therapy; 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":[0.0002397743,0.000134925,0.0002869902,0.0001397303,0.0001700517,0.00002690275,0.00009415825,0.00003071723,0.0002305067],"category_scores_gemma":[0.0003875342,0.0001052269,0.0001593183,0.0001985969,0.00003053577,0.00004035241,0.00008604712,0.0001133468,0.00002642468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006192327,"about_ca_system_score_gemma":0.00006094244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004660859,"about_ca_topic_score_gemma":0.00001022804,"domain_scores_codex":[0.9987466,0.00008956534,0.0001395254,0.0002904148,0.0004234973,0.0003103563],"domain_scores_gemma":[0.9991279,0.0001101123,0.00006124049,0.0003204136,0.0002554011,0.0001249231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00501044,0.004230743,0.07903817,0.001153113,0.002779595,0.001837924,0.001288472,0.0009384032,0.04685672,0.001099791,0.2166852,0.6390814],"study_design_scores_gemma":[0.01594437,0.009312482,0.03178855,0.0001101574,0.0003833258,0.0003947629,0.002906896,0.009037044,0.01680881,0.0003550118,0.9125445,0.00041413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133815,0.003283313,0.002075883,0.07063063,0.0006752117,0.007526915,0.0002556893,0.0002177475,0.001953117],"genre_scores_gemma":[0.9706386,0.00004867288,0.001185935,0.0003467305,0.000291336,0.003024561,0.0001537845,0.00005193947,0.02425845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6958593,"threshold_uncertainty_score":0.429103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171589731571338,"score_gpt":0.4073264129668669,"score_spread":0.2901674398097331,"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."}}