{"id":"W4297201585","doi":"10.3389/fpsyt.2022.1003019","title":"Behavioral sleep medicine—The need for harmonization of clinical best practice outcome measures in children and adolescents with intellectual or developmental disabilities and restless sleep","year":2022,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Restless legs syndrome; Psychiatry; Medicine; Lethargy; Polysomnography; Psychology; Autism spectrum disorder; Insomnia; Pediatrics; Autism; Electroencephalography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00217035,0.0004676246,0.002369811,0.0006689754,0.000119862,0.00002994934,0.0003704768,0.0003488574,0.00004127098],"category_scores_gemma":[0.003902523,0.0002860209,0.0001487403,0.0008557501,0.001006162,0.0001492779,0.0002104626,0.001433102,9.827513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974127,"about_ca_system_score_gemma":0.000895219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175436,"about_ca_topic_score_gemma":0.0001772556,"domain_scores_codex":[0.995392,0.0007860938,0.001835758,0.0007395128,0.0008201941,0.0004264235],"domain_scores_gemma":[0.99788,0.0008858774,0.0005319575,0.0004209758,0.0001013984,0.0001798352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001535083,0.0007260531,0.6671829,0.005999481,0.0002403824,0.000007393885,0.000728575,7.128899e-7,1.429252e-8,0.000008203196,0.002287652,0.3212835],"study_design_scores_gemma":[0.03327513,0.01217791,0.286874,0.07885341,0.009704082,0.004592402,0.08001531,0.000230751,4.114177e-7,0.0001300459,0.4916354,0.002511159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03233227,0.9591697,0.000436525,0.0005830228,0.001971568,0.005345608,0.00007274187,0.00002081171,0.00006778578],"genre_scores_gemma":[0.007115994,0.981977,0.009608977,0.00007706114,0.0002448465,0.0004981238,0.0001982267,0.0001312178,0.0001485723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4893477,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557768490812366,"score_gpt":0.4503353473099381,"score_spread":0.2945584982287015,"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."}}