{"id":"W6962650397","doi":"10.17605/osf.io/vwrpt","title":"Sleep as an Outcome Measure in Interventional ADHD Randomized Controlled Trials: A Scoping Review","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Randomized controlled trial; Measure (data warehouse); Outcome (game theory); Actigraphy; Polysomnography; Sleep disorder; MEDLINE","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02299722,0.0003729038,0.003043549,0.00008758555,0.00006838958,0.00007590773,0.0007409043,0.0002505355,0.08446155],"category_scores_gemma":[0.04756845,0.0003306266,0.001573653,0.0001584019,0.0001262281,0.0000259249,0.0005956937,0.0003371974,0.03270418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004222562,"about_ca_system_score_gemma":0.0002761299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009151781,"about_ca_topic_score_gemma":0.00009566569,"domain_scores_codex":[0.9908291,0.004516365,0.00217532,0.001699137,0.0004141936,0.0003658887],"domain_scores_gemma":[0.9967729,0.0004335173,0.0007716701,0.0015013,0.0002088526,0.0003117836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.500806,0.003501664,0.005881908,0.01440388,0.007770135,0.00007361858,0.003711275,0.002530805,0.2620902,0.003229097,0.03841183,0.1575896],"study_design_scores_gemma":[0.812,0.00004564622,0.0009002987,0.01711694,0.003329215,0.0001279177,0.0003725652,0.002370663,0.031783,0.003033222,0.1261358,0.002784738],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3359167,0.03302863,0.05026504,0.01498486,0.009754954,0.06929433,0.0002022809,0.0005539799,0.4859992],"genre_scores_gemma":[0.8804223,0.04026091,0.003229497,0.01144159,0.005824013,0.00877893,0.0005023952,0.0002521797,0.04928819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5445055,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950686070094037,"score_gpt":0.3490347486321802,"score_spread":0.2995278879312399,"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."}}