{"id":"W4285388451","doi":"10.1111/jpi.12817","title":"The role of circadian phase in sleep and performance during Antarctic winter expeditions","year":2022,"lang":"en","type":"article","venue":"Journal of Pineal Research","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Antarctic Division; National Health and Medical Research Council; Medical Research Council; NASA Headquarters; ResMed; Monash University; Australasian Sleep Association; University of Oxford; Vanda Pharmaceuticals; University of Surrey; Transport Accident Commission; Planetary Science Division; University of Pittsburgh; University of Toronto; Brigham and Women's Hospital; Emory University; Takeda Pharmaceuticals North America; Centers for Disease Control and Prevention; National Aeronautics and Space Administration","keywords":"Circadian rhythm; Free-running sleep; Melatonin; Sleep (system call); Dark therapy; Mood; Delayed sleep phase; Incidence (geometry); Sleep debt; Physiology; Medicine; Internal medicine; Endocrinology; Psychology; Insomnia; Sleep deprivation; Circadian clock; Sleep disorder; Light effects on circadian rhythm; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767802,0.0001629266,0.0001562086,0.0003152346,0.000274098,0.0003752928,0.0001407645,0.0001640689,0.0004605315],"category_scores_gemma":[0.001105333,0.000082052,0.000165335,0.0003567218,0.0002648561,0.0001561422,0.0002997598,0.0001344883,0.00009995395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901116,"about_ca_system_score_gemma":0.0001817186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007495873,"about_ca_topic_score_gemma":0.0157832,"domain_scores_codex":[0.9998277,0.00005208203,0.00002285508,0.00002577812,0.00003728096,0.00003419116],"domain_scores_gemma":[0.9993572,0.0000795099,0.0003751914,0.00003927559,0.00006999287,0.00007881024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002151679,0.00001608358,0.9906994,0.00001736387,0.00004346662,0.0001222062,0.000296291,0.0001502902,0.001960403,0.00001138999,0.00006303984,0.006404935],"study_design_scores_gemma":[4.236484e-7,0.00003321391,0.9996886,0.000001608644,0.000003125479,0.00006621099,0.00007252199,0.00003830164,0.00003603243,0.000004031769,0.00005489874,9.146671e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993222,0.0002852195,0.0000540495,0.0000141875,0.000003609313,0.000002304196,0.00005332711,0.000002131248,0.0002630288],"genre_scores_gemma":[0.9996564,0.0001242008,0.00005364324,0.000006540964,0.000006310428,0.000001510606,0.00007670809,0.000001091752,0.00007351697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007495873,"threshold_uncertainty_score":0.0149045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322714391458911,"score_gpt":0.38380750900654,"score_spread":0.3515360698606489,"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."}}