{"id":"W2588829048","doi":"10.1503/cmaj.160527","title":"Restless legs syndrome","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Restless legs syndrome; Mood; Sleep (system call); Population; Cognition; Medicine; Psychiatry; Insomnia; Computer science; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002635552,0.0001285485,0.0003519828,0.0002868318,0.001060939,0.0004354255,0.0005958211,0.0004994554,0.007819496],"category_scores_gemma":[0.00786262,0.0001131491,0.000148029,0.0001038335,0.0001237173,0.0002622954,0.00005049331,0.001815598,0.001334584],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163995,"about_ca_system_score_gemma":0.006619861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005515354,"about_ca_topic_score_gemma":0.01222819,"domain_scores_codex":[0.9957718,0.0001299675,0.0003877665,0.0001970602,0.002726326,0.0007871391],"domain_scores_gemma":[0.9946249,0.000113215,0.000276475,0.0004563215,0.0005530952,0.003976049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002350821,0.00006719355,0.699328,0.0000457003,0.0003151916,0.03913246,0.0001067685,7.466468e-7,0.00005143985,0.0007237996,0.2191392,0.04106598],"study_design_scores_gemma":[0.001270901,0.00009151812,0.6764688,0.0002085177,0.00002436979,0.01431988,0.0000645441,0.00008095022,0.00001302794,0.0001594909,0.3071807,0.0001172886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7807786,0.0002143785,0.00002548925,0.1629884,0.001068986,0.0001881301,0.00001369973,0.00002479045,0.05469757],"genre_scores_gemma":[0.9859157,0.0002134118,0.000102895,0.002669707,0.001180148,0.000006673949,0.000005482434,0.00002914501,0.009876885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051371,"threshold_uncertainty_score":0.999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713764855278785,"score_gpt":0.331739284273219,"score_spread":0.3046016357204312,"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."}}