{"id":"W4366259409","doi":"10.1016/j.sleh.2023.02.004","title":"An evening light intervention reduces fatigue and errors during night shifts: A randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Sleep Health","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto; Université du Québec à Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Mitacs; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Evening; Randomized controlled trial; Intervention (counseling); Psychology; Medicine; Physical therapy; Audiology; Internal medicine; Psychiatry; Physics","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":[0.001979671,0.002172911,0.005625281,0.0007716112,0.001391604,0.001445335,0.00155413,0.003541369,0.01408464],"category_scores_gemma":[0.00323113,0.001376019,0.004020737,0.000663647,0.002100623,0.001269871,0.000971702,0.004324458,0.001076096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001367772,"about_ca_system_score_gemma":0.002044384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007045918,"about_ca_topic_score_gemma":0.009652419,"domain_scores_codex":[0.9985325,0.0006094788,0.0001590136,0.0003073834,0.0001123593,0.0002792343],"domain_scores_gemma":[0.9979656,0.000750085,0.0003798385,0.0001363971,0.0001413612,0.0006267425],"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":[0.9807709,0.009046664,0.0001893531,0.001372981,0.001808415,0.00002002031,0.00004398681,0.00008337938,0.0005471213,0.00004435951,0.0003813189,0.00569147],"study_design_scores_gemma":[0.973605,0.02387808,0.000814493,0.0001052306,0.001192182,0.000005377425,0.00002553225,0.0000933694,0.00006392294,0.00005351863,0.0001516342,0.00001160769],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705848,0.01143202,0.001256327,0.001271274,0.002464398,0.00890285,0.001157469,0.0002574307,0.002673503],"genre_scores_gemma":[0.9786728,0.004915114,0.00257366,0.001569226,0.00109949,0.007287486,0.000499387,0.0000353805,0.003347472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408464,"threshold_uncertainty_score":0.04711783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564804395830566,"score_gpt":0.3609308730300913,"score_spread":0.3352828290717856,"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."}}