{"id":"W2550538392","doi":"10.1016/j.sleep.2016.10.010","title":"World Association of Sleep Medicine (WASM) 2016 standards for recording and scoring leg movements in polysomnograms developed by a joint task force from the International and the European Restless Legs Syndrome Study Groups (IRLSSG and EURLSSG)","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Queen's University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Association (psychology); Sleep medicine; Task (project management); Task force; Physical medicine and rehabilitation; Psychology; Computer science; Medicine; Cognition; Neuroscience; Sleep disorder; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03871017,0.001541187,0.00233375,0.006923832,0.002029724,0.003093731,0.004090786,0.003236901,0.003617995],"category_scores_gemma":[0.04764577,0.001014756,0.003694775,0.00561393,0.001186546,0.001690654,0.004156473,0.005193077,0.003262793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002781166,"about_ca_system_score_gemma":0.0123378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02055245,"about_ca_topic_score_gemma":0.03205597,"domain_scores_codex":[0.9762055,0.00513686,0.012059,0.0009659272,0.004666658,0.000966001],"domain_scores_gemma":[0.9283894,0.009624543,0.0103053,0.00525137,0.04431005,0.002119417],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001713543,0.0008677405,0.0729984,0.007210633,0.00126785,0.0006531579,0.002490578,0.002547094,0.0113356,0.01059432,0.3961995,0.4921218],"study_design_scores_gemma":[0.0007173242,0.001015973,0.298881,0.007940601,0.0007766793,0.001618978,0.001731624,0.005221607,0.007094805,0.007030177,0.6675621,0.0004089953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08020695,0.09653734,0.4483604,0.04626103,0.05892906,0.03907365,0.1271649,0.009522038,0.09394468],"genre_scores_gemma":[0.1188802,0.03160438,0.6299222,0.01394538,0.005026618,0.04176351,0.1270907,0.001661223,0.03010576],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9612898,"threshold_uncertainty_score":0.2047215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269160576200849,"score_gpt":0.3128054897226909,"score_spread":0.2801138839606824,"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."}}