{"id":"W2010739252","doi":"10.1136/jech-2014-205217.2","title":"THE EFFECTIVENESS OF PHARMACOLOGICAL AND NON-PHARMACOLOGICAL INTERVENTIONS IN IMPROVING RESTLESS LEGS SYNDROME SEVERITY AMONG PATIENTS ON DIALYSIS: A SYSTEMATIC REVIEW","year":2014,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Restless legs syndrome; Psychological intervention; Gabapentin; Ropinirole; Dialysis; Randomized controlled trial; Meta-analysis; Physical therapy; MEDLINE; Hemodialysis; Intensive care medicine; Internal medicine; Dopamine agonist; Alternative medicine; Psychiatry; Neurology; Dopamine; Dopaminergic","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1087151,0.0005472508,0.0127527,0.0006554831,0.0004139319,0.00001444936,0.001176219,0.0005422533,0.00001337047],"category_scores_gemma":[0.04743182,0.0002905955,0.001719846,0.0006753124,0.000793908,0.00009928001,0.0006051892,0.007662116,0.00000553039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342926,"about_ca_system_score_gemma":0.0009268452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007948594,"about_ca_topic_score_gemma":0.0001326389,"domain_scores_codex":[0.8904374,0.1022582,0.005764683,0.0003536333,0.0004721458,0.0007139503],"domain_scores_gemma":[0.9170039,0.07379313,0.006960317,0.001067857,0.0005469964,0.0006277952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002313901,0.001183296,0.008636217,0.9738088,0.001327535,0.00007065049,0.00002206778,0.00000210239,3.332673e-7,0.00002995268,0.0001274229,0.01456018],"study_design_scores_gemma":[0.001415879,0.004635322,0.1040246,0.8835702,0.004702372,0.000804425,0.00002851389,0.00002803451,1.40514e-7,0.00008401378,0.0005169464,0.000189603],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04875419,0.9448228,0.00007251293,0.0003998486,0.0002399535,0.005639215,0.00001794149,0.000009786623,0.00004375794],"genre_scores_gemma":[0.08184369,0.9173428,0.00007339197,0.0003127686,0.00003478074,0.000317808,0.00003068109,0.00003478843,0.000009339295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09538833,"threshold_uncertainty_score":0.9999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1915232324992308,"score_gpt":0.5168449685768229,"score_spread":0.3253217360775921,"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."}}