{"id":"W2158873210","doi":"10.3109/07420528.2013.789894","title":"Effects of Filtering Visual Short Wavelengths During Nocturnal Shiftwork on Sleep and Performance","year":2013,"lang":"en","type":"article","venue":"Chronobiology International","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Ontario College of Art and Design; University of Toronto; Lunenfeld-Tanenbaum Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Circadian rhythm; Polysomnography; Melatonin; Alertness; Nocturnal; Sleep (system call); Sleep onset; Medicine; Actigraphy; Sleep Stages; Daytime; Audiology; Anesthesia; Internal medicine; Insomnia; Apnea; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004123434,0.0001122886,0.0001265686,0.0001001774,0.00007039277,0.0000177155,0.0001461954,0.00007435722,0.0002329431],"category_scores_gemma":[0.00009970903,0.00009967344,0.00003497735,0.00004379898,0.0001507421,0.000146744,0.00008132248,0.0001632208,0.0000814012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000473082,"about_ca_system_score_gemma":0.00001205138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002765878,"about_ca_topic_score_gemma":3.764801e-7,"domain_scores_codex":[0.9992588,0.00002983629,0.0001727487,0.0002542598,0.00008990191,0.0001944097],"domain_scores_gemma":[0.9995885,0.0002023206,0.00005443131,0.00007295467,0.00002269724,0.00005902699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006525151,0.00005933064,0.02862773,0.00005240405,0.00002183371,0.00001455174,0.0001799512,0.00004918437,0.953361,0.001594157,0.00003766868,0.01593692],"study_design_scores_gemma":[0.0002714574,0.0001018799,0.424287,0.00003755001,0.000002455394,0.00006947156,0.000003221672,0.001784916,0.5732255,0.00001720518,0.000128855,0.00007047272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997407,0.00004230266,0.00004164677,0.00008966948,0.0008373628,0.0001451037,0.000003952022,0.00002327949,0.001409647],"genre_scores_gemma":[0.9992093,0.00007510385,0.00005557802,0.0001707166,0.000264633,0.00002924629,0.000002918194,0.000009753232,0.0001826767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3956593,"threshold_uncertainty_score":0.4064565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007712437254641793,"score_gpt":0.2353991532437615,"score_spread":0.2276867159891197,"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."}}