{"id":"W3138446244","doi":"10.1093/sleep/zsab070","title":"Sleep actigraphy time-synchronized with wind turbine output","year":2021,"lang":"en","type":"article","venue":"SLEEP","topic":"Noise Effects and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Health Canada","funders":"Health Canada","keywords":"Actigraphy; Turbine; Wind speed; Wind power; Sleep (system call); Environmental science; Medicine; Meteorology; Circadian rhythm; Computer science; Engineering; Physics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002240905,0.0004069966,0.0003567713,0.0006456179,0.000215416,0.0003187642,0.0002245484,0.0001925129,0.003977522],"category_scores_gemma":[0.0008928925,0.0001439345,0.0002130925,0.0007517307,0.0001841178,0.0001416887,0.0002897235,0.0004128187,0.0004938881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158608,"about_ca_system_score_gemma":0.0002235587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052415,"about_ca_topic_score_gemma":0.006622846,"domain_scores_codex":[0.9997928,0.00003731479,0.00002777823,0.00006567288,0.00005849964,0.00001794161],"domain_scores_gemma":[0.9995383,0.00009673453,0.0001487817,0.00004309082,0.0001202052,0.00005281299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009082098,0.001147939,0.6175919,0.001275952,0.0007786848,0.000543969,0.002439872,0.001479905,0.2210258,0.0004583348,0.005251989,0.1389236],"study_design_scores_gemma":[0.00006493492,0.0011627,0.9882489,0.00001859476,0.00006805135,0.0001803153,0.0002023663,0.001238953,0.007581105,0.00006507571,0.001154831,0.0000140282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98136,0.0002643072,0.007177981,0.00003129933,0.00004731888,0.0004474016,0.007105216,0.000204561,0.003361957],"genre_scores_gemma":[0.9694155,0.0004122147,0.01637005,0.0001089088,0.00006983541,0.001754723,0.008246941,0.00006714815,0.003554713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003977522,"threshold_uncertainty_score":0.01330608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698654469900212,"score_gpt":0.3108798061890993,"score_spread":0.2938932614900971,"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."}}