{"id":"W4386917083","doi":"10.1097/nnr.0000000000000693","title":"Feasibility, Acceptability, and Preliminary Effectiveness of a Sleep Intervention in Adults at Risk for Metabolic Syndrome With Short Sleep Duration","year":2023,"lang":"en","type":"article","venue":"Nursing Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; National Institutes of Health; York University; National Institute of Nursing Research; NYU Langone Medical Center","keywords":"Actigraphy; Sleep (system call); Medicine; Epworth Sleepiness Scale; Physical therapy; Sleep debt; Sleep onset; Insomnia; Polysomnography; Sleep disorder; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004359107,0.0001358953,0.000301862,0.0006293131,0.0001736031,0.00002122398,0.0001605728,0.0002215094,0.00005856315],"category_scores_gemma":[0.0003627529,0.0001167346,0.00008792659,0.0011468,0.0004394737,0.0001274398,0.00008182459,0.00038659,0.00001600752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797025,"about_ca_system_score_gemma":0.0000187351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003703606,"about_ca_topic_score_gemma":0.0002219992,"domain_scores_codex":[0.9967903,0.001439537,0.0003404263,0.0005796355,0.000375218,0.0004748908],"domain_scores_gemma":[0.9980628,0.001214283,0.00006148178,0.0003776548,0.0002067144,0.0000769894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01944352,0.001775947,0.7615915,0.000710287,0.0002587353,0.00003035625,0.007935962,0.000187397,0.0003206959,0.0004612275,0.00007290436,0.2072115],"study_design_scores_gemma":[0.004272185,0.001929811,0.9841895,0.0006624406,0.00007722728,0.00003622318,0.003025491,0.001928186,0.0004845398,0.003268969,0.000005387351,0.0001201182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947398,0.001292191,0.0002638467,0.0001035552,0.0002490655,0.002416108,0.00001864168,0.00005586641,0.0008608848],"genre_scores_gemma":[0.9992442,0.00005715263,0.00006026832,9.258438e-7,0.00001337125,0.0004496824,0.0000642501,0.00003125295,0.00007887693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2225979,"threshold_uncertainty_score":0.4760298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236962884559552,"score_gpt":0.4095463727830478,"score_spread":0.3671767439374523,"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."}}