{"meta":{"query_hash":"b35d9d6c432c","filters":{"venue":"Sleep and Vigilance"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b35d9d6c432c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sleep+and+Vigilance"},"results":[{"id":"W3089149376","doi":"10.1007/s41782-020-00111-7","title":"Elderly as a High-risk Group during COVID-19 Pandemic: Effect of Circadian Misalignment, Sleep Dysregulation and Melatonin Administration","year":2020,"lang":"en","type":"review","venue":"Sleep and Vigilance","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NoNO (Canada); University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Melatonin; Circadian rhythm; Chronotherapy (sleep phase); Evening; Circadian clock; Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Dark therapy; Internal medicine; Disease; Infectious disease (medical specialty)","score_opus":0.027800581277359744,"score_gpt":0.31038825209787657,"score_spread":0.28258767082051683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089149376","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19406089,0.8036208,0.000081617116,0.000058526704,0.0002758769,0.0014039801,0.00018984916,0.00012519254,0.00018328465],"genre_scores_gemma":[0.35788894,0.6416445,0.000021273681,0.00006388312,0.00014721253,0.0000893831,0.000042130112,0.000044850956,0.000057887344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686295,0.00057719095,0.0007043746,0.0010900907,0.0003466228,0.00041878765],"domain_scores_gemma":[0.9975117,0.00074262416,0.000777135,0.00038254572,0.000013059814,0.0005729428],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037247682,0.000568057,0.0014276301,0.0001862555,0.00031566672,0.00010676435,0.0002105025,0.00041771441,0.000023052866],"category_scores_gemma":[0.0005986581,0.0005084415,0.00021881194,0.00039530356,0.00023078956,0.00022300867,0.0000855263,0.00049314316,0.000026993555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021172829,0.00004978265,0.008509293,0.020629548,0.00012805285,0.00021960158,0.0005950176,0.000005546469,0.0009255931,0.0076364484,0.000019401159,0.96107],"study_design_scores_gemma":[0.004994075,0.0032829298,0.0029972498,0.0058749625,0.0022138322,0.0025237883,0.000040511943,0.00031139204,0.00783367,0.00046378066,0.96743536,0.0020284373],"about_ca_topic_score_codex":0.000047929283,"about_ca_topic_score_gemma":0.000021235215,"teacher_disagreement_score":0.967416,"about_ca_system_score_codex":0.00014627157,"about_ca_system_score_gemma":0.00012557728,"threshold_uncertainty_score":0.9997367},"labels":[],"label_agreement":null},{"id":"W3089228892","doi":"10.1007/s41782-020-00106-4","title":"Factors Affecting Sleep Quality Among the University Students in Bangladesh: A Cross-Sectional Structured Interview Study","year":2020,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bedtime; Cross-sectional study; Sleep (system call); Pittsburgh Sleep Quality Index; Medicine; Sleep quality; Demography; Gerontology; Psychology; Psychiatry; Insomnia","score_opus":0.04848494383477786,"score_gpt":0.34544300471174244,"score_spread":0.2969580608769646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089228892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99715465,0.00046736255,0.000080821745,0.00010400866,0.0005661184,0.0005062989,0.000011758502,0.000066703826,0.0010422713],"genre_scores_gemma":[0.9996352,0.0000125444085,0.0000028669967,0.000181829,0.00005854331,0.0000036096071,0.0000072834955,0.000013168496,0.00008493987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982623,0.00051379733,0.0002602716,0.00046809675,0.00022808486,0.00026748472],"domain_scores_gemma":[0.9993738,0.0001676254,0.00012613287,0.00020600212,0.000027931426,0.00009852009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039936934,0.00018942033,0.00023892973,0.0000513939,0.000246688,0.00006912239,0.0003730092,0.00013595757,0.00022162982],"category_scores_gemma":[0.00004848829,0.00013698834,0.00008211942,0.00036964793,0.0001505625,0.000117316435,0.00015249041,0.0004864817,0.000017197168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114080634,0.00021347083,0.9795625,0.000016564412,0.0003233563,0.000018554721,0.018530503,0.00005520822,0.000007296385,0.00009855352,0.00002847832,0.0010314384],"study_design_scores_gemma":[0.0024942018,0.000126053,0.9773764,0.000011348909,0.000037812944,0.0000010135379,0.019490734,0.000063381834,0.0000046056043,0.00002316044,0.00021166436,0.00015961782],"about_ca_topic_score_codex":0.00033193157,"about_ca_topic_score_gemma":0.00059892243,"teacher_disagreement_score":0.0024805586,"about_ca_system_score_codex":0.000040055922,"about_ca_system_score_gemma":0.000005671798,"threshold_uncertainty_score":0.55862224},"labels":[],"label_agreement":null},{"id":"W3109209478","doi":"10.1007/s41782-020-00118-0","title":"COVID-Somnia: How the Pandemic Affects Sleep/Wake Regulation and How to Deal with it?","year":2020,"lang":"en","type":"editorial","venue":"Sleep and Vigilance","topic":"Sleep and related disorders","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NoNO (Canada)","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Wake; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Infectious disease (medical specialty); Outbreak; Engineering; Internal medicine; Disease","score_opus":0.011744244954231814,"score_gpt":0.2671425040415009,"score_spread":0.2553982590872691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109209478","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026505714,0.022014955,0.0038742884,0.08307738,0.84637266,0.004778151,0.0004911768,0.0008613391,0.012024347],"genre_scores_gemma":[0.49338332,0.0022953637,0.0003770354,0.004906478,0.489933,0.00048115212,0.0006465643,0.00029437622,0.007682721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760026,0.00022205529,0.00016188063,0.0009789704,0.00050133606,0.00053552515],"domain_scores_gemma":[0.99807763,0.000759595,0.00024018911,0.00045675144,0.00009024672,0.00037558406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027514048,0.00051782513,0.0005531038,0.000105168474,0.00032240187,0.0002211689,0.00031552528,0.0010627923,0.000044912205],"category_scores_gemma":[0.00016824025,0.00034280715,0.00007504397,0.00032926124,0.00025824958,0.00010900882,0.000104598446,0.0011376332,0.00003605132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055934576,0.00003625984,0.0032315326,0.00010601965,0.00065829017,0.000035876878,0.0017884363,0.000012682875,0.000022250697,0.00021993779,0.9765198,0.01680955],"study_design_scores_gemma":[0.0028588423,0.0005217952,0.0018914579,0.00013788046,0.00043000875,0.000019672458,0.000676639,0.000058783273,0.0000038974117,0.00009305428,0.99278766,0.0005203277],"about_ca_topic_score_codex":0.000036178095,"about_ca_topic_score_gemma":0.00034309475,"teacher_disagreement_score":0.46687758,"about_ca_system_score_codex":0.000054101503,"about_ca_system_score_gemma":0.000083462415,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W3137729879","doi":"10.1007/s41782-021-00136-6","title":"Quality of Sleep Predicts Prefrontal Cognitive Decline in Indian Collegiates","year":2021,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Cognition; Sleep onset latency; Sleep (system call); Neuropsychology; Anxiety; Montreal Cognitive Assessment; Psychology; Population; Audiology; Effects of sleep deprivation on cognitive performance; Sleep disorder; Sleep quality; Clinical psychology; Medicine; Psychiatry; Cognitive impairment","score_opus":0.017176494442560763,"score_gpt":0.31384386753435733,"score_spread":0.2966673730917966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137729879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705808,0.0060587665,0.00008241115,0.00024932885,0.00045985953,0.00019882327,0.00008266171,0.000026986972,0.022260351],"genre_scores_gemma":[0.9987205,0.00027148478,0.00006714762,0.0003751811,0.000045934627,0.000027116888,0.00005900042,0.0000136878025,0.00041989476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986817,0.00017010268,0.00037891118,0.00035104272,0.0001437529,0.0002744772],"domain_scores_gemma":[0.999324,0.00021165986,0.0001283674,0.00017630744,0.000076468124,0.000083196595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021458544,0.00013976828,0.00030657896,0.00007576427,0.00004612428,0.000010889254,0.00008867469,0.00020230477,0.00029047637],"category_scores_gemma":[0.00012035084,0.00013303246,0.00005635952,0.00030121984,0.00015181757,0.00006485042,0.000067692534,0.00021985374,0.000029718058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054988946,0.00084818044,0.97199994,0.000069950656,0.00042247417,0.00012959304,0.007105732,0.000008302038,0.00036187313,0.001802497,0.00018357775,0.016518002],"study_design_scores_gemma":[0.006605071,0.0001393005,0.98379064,0.00011398819,0.000050277213,0.00001942596,0.0063891085,0.00006601138,0.0009643912,0.0009788977,0.00065687887,0.00022602634],"about_ca_topic_score_codex":0.000258463,"about_ca_topic_score_gemma":0.0012782051,"teacher_disagreement_score":0.028139742,"about_ca_system_score_codex":0.000014859033,"about_ca_system_score_gemma":0.000027903718,"threshold_uncertainty_score":0.54249066},"labels":[],"label_agreement":null},{"id":"W3160724236","doi":"10.1007/s41782-021-00145-5","title":"SARS-CoV-2 Infection: Paving Way for Sleep Disorders in Long Term!","year":2021,"lang":"en","type":"editorial","venue":"Sleep and Vigilance","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Amgen (Canada)","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Term (time); Medicine; Virology; Sleep (system call); Computer science; Internal medicine; Physics; Outbreak; Infectious disease (medical specialty)","score_opus":0.009673308761305354,"score_gpt":0.3129787635191477,"score_spread":0.3033054547578424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160724236","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12363058,0.0061017806,0.0027700427,0.0015083767,0.86095417,0.0032713076,0.00012625568,0.0002709885,0.0013665026],"genre_scores_gemma":[0.18990958,0.0029554006,0.0005206099,0.00078936963,0.8027929,0.00066431746,0.0014622814,0.00021721832,0.0006882947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975995,0.000076549295,0.00045067933,0.00084073097,0.000484331,0.00054822053],"domain_scores_gemma":[0.99767447,0.0013107915,0.0002132352,0.0005286981,0.00014757982,0.00012523646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037377066,0.00047679135,0.00091086025,0.00023284154,0.00012816653,0.0001098504,0.00015512021,0.00079038896,0.0000112782345],"category_scores_gemma":[0.0017739881,0.00046134138,0.00023336004,0.0002542894,0.00010748873,0.00019300434,0.00012492013,0.0008629039,0.000009064397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009630942,0.00044629505,0.29381263,0.014376817,0.00049873866,0.00032805483,0.00036182418,0.000011575923,0.0023698926,0.00006842661,0.64599186,0.040770814],"study_design_scores_gemma":[0.008700361,0.00071314606,0.040841103,0.004336691,0.00044064663,0.000019603065,0.00001020194,0.0002918518,0.0019005024,0.00022055113,0.9415349,0.0009904753],"about_ca_topic_score_codex":0.00020563365,"about_ca_topic_score_gemma":0.0021954407,"teacher_disagreement_score":0.29554304,"about_ca_system_score_codex":0.0002425868,"about_ca_system_score_gemma":0.00019128819,"threshold_uncertainty_score":0.9997838},"labels":[],"label_agreement":null},{"id":"W4220708939","doi":"10.1007/s41782-022-00198-0","title":"Scientists Against War: A Plea to World Leaders for Better Governance","year":2022,"lang":"en","type":"editorial","venue":"Sleep and Vigilance","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; University of Toronto; Jewish General Hospital","funders":"","keywords":"Plea; Corporate governance; Political science; Environmental ethics; Law; Management; Philosophy; Economics","score_opus":0.04882564568938176,"score_gpt":0.41628063802752996,"score_spread":0.3674549923381482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220708939","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058885384,0.004037945,0.00012555117,0.022124331,0.96085227,0.002498313,0.0024312222,0.00013170828,0.0072097885],"genre_scores_gemma":[0.00071371335,0.0017805912,0.00045539474,0.042471077,0.8761771,0.004747974,0.00051013264,0.00012864477,0.07301541],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965308,0.00012244926,0.0006129582,0.0008364674,0.00067827693,0.0012190932],"domain_scores_gemma":[0.9972598,0.0013996117,0.0003477398,0.0004328882,0.00021821847,0.00034172178],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007009067,0.00036715117,0.000696996,0.000121908866,0.0022851692,0.000018836294,0.0004010946,0.00032339734,0.0001589505],"category_scores_gemma":[0.00083901564,0.0003484333,0.00010635999,0.00036055373,0.000116221236,0.000073978146,0.000390842,0.0014893669,0.00012802565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016873651,0.000019676154,0.00087623124,0.0013396549,0.00004166296,0.0000049344308,0.004540946,0.0000010669072,0.000003105455,0.000088383626,0.9855201,0.0073954994],"study_design_scores_gemma":[0.0010938888,0.00010496169,0.00049541687,0.0005044896,0.00002768126,7.308697e-8,0.00051370496,0.000021976048,0.0000010115278,0.000022027622,0.99684954,0.00036521873],"about_ca_topic_score_codex":0.00020131165,"about_ca_topic_score_gemma":0.0011981054,"teacher_disagreement_score":0.08467522,"about_ca_system_score_codex":0.0003621196,"about_ca_system_score_gemma":0.00050633703,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W4224280919","doi":"10.1007/s41782-022-00202-7","title":"The Origin and Clinical Relevance of Yoga Nidra","year":2022,"lang":"en","type":"review","venue":"Sleep and Vigilance","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Amgen (Canada)","funders":"","keywords":"Meditation; Contemplation; Relaxation (psychology); Creativity; Mindfulness; Psychology; Psychotherapist; Relevance (law); Guided imagery; Mental health; Aesthetics; Medicine; Social psychology; Epistemology","score_opus":0.12207322533034679,"score_gpt":0.4539817880398705,"score_spread":0.33190856270952374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224280919","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003630853,0.9917484,0.00021062787,0.000050532177,0.0016595457,0.00021369477,0.0000656177,0.000013598626,0.006001664],"genre_scores_gemma":[0.00018601044,0.99163663,0.000012732903,0.000022837428,0.0001383426,0.0012798909,0.000008762607,0.000017654129,0.006697149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834955,0.00034099518,0.00067027315,0.0003535415,0.00011032018,0.00017530975],"domain_scores_gemma":[0.99810314,0.00094753364,0.00042307112,0.00044885956,0.000016736569,0.000060629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046085066,0.00017222622,0.0007501526,0.000036398906,0.00022231253,0.000022882985,0.00027657265,0.00012533239,0.0025480255],"category_scores_gemma":[0.000060641752,0.00010794743,0.00029451953,0.0001285793,0.00019423712,0.000020923299,0.00014620762,0.000479124,0.000028486735],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012755254,0.0000556804,0.000114064314,0.0006584895,0.00013381035,0.0000050708686,0.000014474209,7.470835e-9,1.0723143e-9,0.066657916,0.010222824,0.9221249],"study_design_scores_gemma":[0.00017729227,0.000099503,0.00009851288,0.0010309933,0.00017970649,0.000026219457,0.000045146768,0.0000024934745,2.8552591e-8,0.00088387,0.99733925,0.000116959745],"about_ca_topic_score_codex":0.000012503658,"about_ca_topic_score_gemma":0.000012041881,"teacher_disagreement_score":0.98711646,"about_ca_system_score_codex":0.000010144976,"about_ca_system_score_gemma":0.00002494264,"threshold_uncertainty_score":0.9983638},"labels":[],"label_agreement":null},{"id":"W4282946789","doi":"10.1007/s41782-022-00207-2","title":"Changes in Positive Airway Pressure Use in Adults with Sleep-Related Breathing Disorder During the COVID-19 Pandemic: A Cross-Sectional National Community-Based Survey","year":2022,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Pandemic; Cross-sectional study; Declaration; Psychological intervention; Positive airway pressure; Coronavirus disease 2019 (COVID-19); Sleep (system call); Young adult; Gerontology; Psychiatry; Internal medicine; Disease; Obstructive sleep apnea","score_opus":0.041401116270893955,"score_gpt":0.3266049647107545,"score_spread":0.2852038484398606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282946789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976779,0.00022925792,0.00005511301,0.00062337064,0.000052249186,0.00075720047,0.00047084416,0.0000402708,0.00009376645],"genre_scores_gemma":[0.99857175,0.0000126949135,0.000034623223,0.0006153489,0.000024386525,0.00022888827,0.00035779327,0.000025178679,0.00012934623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729174,0.00109002,0.00023523673,0.00034663567,0.00069522206,0.0003411207],"domain_scores_gemma":[0.998232,0.001141209,0.0000981383,0.00022724303,0.00018613116,0.000115254275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017019756,0.00017554402,0.00022912485,0.00025993786,0.00073781866,0.0000591265,0.00018706004,0.00007910202,0.00009333293],"category_scores_gemma":[0.00048787854,0.00013694772,0.00003063966,0.000684355,0.00028360804,0.00015912905,0.00019107093,0.0014409171,0.0000011753834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034658464,0.0002397887,0.9851907,0.00016921821,0.00009150436,0.000049036546,0.0019966534,0.008397977,0.00017069507,0.00005137466,0.0000025189563,0.00017468365],"study_design_scores_gemma":[0.0072516124,0.00024100627,0.9826588,0.00005485024,0.000009757178,0.00015481019,0.0003576338,0.008894541,0.000037671147,0.000027028243,0.0001590546,0.00015322145],"about_ca_topic_score_codex":0.0046325736,"about_ca_topic_score_gemma":0.019200554,"teacher_disagreement_score":0.01456798,"about_ca_system_score_codex":0.0004235917,"about_ca_system_score_gemma":0.00009579009,"threshold_uncertainty_score":0.9986965},"labels":[],"label_agreement":null},{"id":"W4313678591","doi":"10.1007/s41782-022-00222-3","title":"Sleep and Autism Spectrum Disorder: A Comprehensive Review of Diagnosis, Markers, Interventions, and Treatments","year":2023,"lang":"en","type":"review","venue":"Sleep and Vigilance","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autism; Actigraphy; Sleep (system call); Autism spectrum disorder; Sleep hygiene; Polysomnography; MEDLINE; Melatonin; Psychological intervention; Psychiatry; Medicine; Scopus; Clinical psychology; Psychology; Insomnia; Electroencephalography; Internal medicine","score_opus":0.059842447209842796,"score_gpt":0.37145027186467733,"score_spread":0.31160782465483455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313678591","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011687103,0.99663925,0.000003732486,0.0013465873,0.00013250961,0.001392726,0.00017687674,0.000055985274,0.00013543373],"genre_scores_gemma":[0.00009604706,0.99877733,0.00009315913,0.00020189682,0.00006964743,0.00017280842,0.00026751813,0.000038434195,0.00028318068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985691,0.00007753996,0.00058675907,0.0004282632,0.00014847264,0.0001898819],"domain_scores_gemma":[0.99913925,0.00017474237,0.00028995285,0.00023111874,0.00002328747,0.0001416313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000114301554,0.00033414943,0.001823287,0.00015715293,0.000071441915,0.000020113132,0.000058493984,0.00013128715,0.000047983267],"category_scores_gemma":[0.00005496839,0.00026287738,0.00031300477,0.00022697658,0.0001466689,0.000044956414,0.00010775607,0.00020222728,0.000010120761],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018591349,0.00016395416,0.0028066225,0.44030583,0.00062323676,0.000031371208,0.000026922035,1.1616026e-9,7.420976e-8,0.00026114995,0.002154883,0.55360734],"study_design_scores_gemma":[0.0008148445,0.00024934195,0.0040331157,0.30671582,0.002020955,0.00011174129,0.000014988182,0.0000021853623,2.880875e-7,0.00008267191,0.6857842,0.00016984325],"about_ca_topic_score_codex":0.000025430465,"about_ca_topic_score_gemma":0.000008021714,"teacher_disagreement_score":0.68362933,"about_ca_system_score_codex":0.000028060815,"about_ca_system_score_gemma":0.000012191742,"threshold_uncertainty_score":0.99998236},"labels":[],"label_agreement":null},{"id":"W4388941432","doi":"10.1007/s41782-023-00249-0","title":"Omega-3 in the Subjective Betterment of Mood and Sleep Disturbances Induced by Hormone Therapy in Women with Breast Cancer: A Pilot, Randomized, Double-Blinded, Placebo-Controlled Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Isfahan University of Medical Sciences","keywords":"Pittsburgh Sleep Quality Index; Medicine; Profile of mood states; Breast cancer; Mood; Internal medicine; Placebo; Randomized controlled trial; Physical therapy; Clinical trial; Depression (economics); Hospital Anxiety and Depression Scale; Anxiety; Cancer; Psychiatry; Sleep quality; Insomnia; Alternative medicine","score_opus":0.027096960156754328,"score_gpt":0.3258227200769341,"score_spread":0.29872575992017975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388941432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98800194,0.0052296952,0.000006194563,0.0016262605,0.00034372823,0.0036755584,0.000029876883,0.000032729407,0.0010540293],"genre_scores_gemma":[0.99129766,0.005424237,0.0000027151516,0.00031449972,0.00010919092,0.0027800743,0.000007088728,0.000022568121,0.000041984527],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99728495,0.00070308935,0.00073845254,0.00053157366,0.00025583434,0.0004860814],"domain_scores_gemma":[0.9983711,0.00093502615,0.0003152678,0.0002662824,0.0000339406,0.00007837296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019350166,0.00028247517,0.001102515,0.00017887256,0.00007949765,0.000039031864,0.00022148923,0.00018880558,0.000017292428],"category_scores_gemma":[0.000024884708,0.00015987006,0.00008343213,0.00061383727,0.00036894815,0.00009605423,0.000031929405,0.00048269605,0.0000030905699],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95886225,0.0009253091,0.017368833,0.000008464019,0.0011460016,0.00000978926,0.006291882,0.000010402375,0.000051126404,0.0001404017,0.00013900682,0.015046567],"study_design_scores_gemma":[0.93192726,0.0018796016,0.063259125,0.00004269492,0.00009078908,0.000005360895,0.0021652363,0.00009758409,0.000005733159,0.00025327568,0.000053058317,0.00022028027],"about_ca_topic_score_codex":0.0007405694,"about_ca_topic_score_gemma":0.00035132768,"teacher_disagreement_score":0.04589029,"about_ca_system_score_codex":0.000032752847,"about_ca_system_score_gemma":0.000029969577,"threshold_uncertainty_score":0.6519312},"labels":[],"label_agreement":null},{"id":"W4399323650","doi":"10.1007/s41782-024-00270-x","title":"Sleep Quality of Heavy Vehicles’ Professional Drivers: An Analysis Based on Self-Perceived Feedback","year":2024,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology; Universidade do Porto","keywords":"Sleep quality; Sleep (system call); Psychology; Applied psychology; Quality (philosophy); Transport engineering; Computer science; Engineering; Psychiatry; Physics; Insomnia","score_opus":0.023263024684461533,"score_gpt":0.33968039795381594,"score_spread":0.31641737326935443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399323650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922527,0.000570317,0.00055670645,0.00037299475,0.00090024236,0.00022038717,0.00006820925,0.00022486225,0.004833602],"genre_scores_gemma":[0.99859697,0.000018645922,0.00044285334,0.00047855088,0.0001266173,0.000029183315,0.00008253681,0.000025421512,0.00019920482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997901,0.00035486429,0.00042796024,0.0006546881,0.0003196546,0.00034179914],"domain_scores_gemma":[0.9988196,0.000308867,0.000109161025,0.00052551564,0.0000701589,0.00016672639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045312804,0.00024001393,0.0004243271,0.000276188,0.00012555362,0.00004013656,0.0002069081,0.00026374773,0.000541338],"category_scores_gemma":[0.000017117112,0.00020314037,0.00020166705,0.00082446396,0.00011874874,0.00013366743,0.000029040579,0.00038930355,0.0001068887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013609115,0.0022181796,0.9092383,0.00016333327,0.003916489,0.0000815843,0.009042831,0.0015753869,0.0016682582,0.01868383,0.0013400462,0.05071086],"study_design_scores_gemma":[0.0023378523,0.00053622015,0.9501331,0.00038893765,0.0009275754,0.0000010542519,0.0012341011,0.04233784,0.00046746168,0.00016309386,0.00085450755,0.0006182683],"about_ca_topic_score_codex":0.00014814312,"about_ca_topic_score_gemma":0.000057254667,"teacher_disagreement_score":0.050092593,"about_ca_system_score_codex":0.00004365691,"about_ca_system_score_gemma":0.000024378412,"threshold_uncertainty_score":0.8283824},"labels":[],"label_agreement":null},{"id":"W4411184540","doi":"10.1007/s41782-025-00312-y","title":"What Function Does Sleep Serve? Inferring the Basic Elements of Sleep Using Comparative Genomics and Phylogenomics","year":2025,"lang":"en","type":"article","venue":"Sleep and Vigilance","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Phylogenomics; Sleep (system call); Genomics; Function (biology); Computational biology; Biology; Neuroscience; Computer science; Evolutionary biology; Phylogenetics; Genetics; Genome; Gene","score_opus":0.056498405372056124,"score_gpt":0.32386209901188556,"score_spread":0.2673636936398294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411184540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956103,0.0010799095,0.0015602116,0.00019242452,0.00067371904,0.00039172522,0.000016993868,0.000020888081,0.00045385837],"genre_scores_gemma":[0.99860346,0.0006767763,0.00008555709,0.00044650753,0.00006744006,0.000022105614,0.0000023614825,0.000011640464,0.000084130086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853766,0.00014597505,0.00032086475,0.00044579673,0.00021350353,0.00033617488],"domain_scores_gemma":[0.99914324,0.00028084085,0.00014185524,0.0003022563,0.00006752644,0.00006426662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002964813,0.00018888104,0.00027520757,0.00012021824,0.00043441582,0.00022239218,0.0002482347,0.00006610592,0.000011298868],"category_scores_gemma":[0.00006208829,0.00013018887,0.000045186047,0.00034262796,0.0003111618,0.00043226717,0.00027344323,0.00022197257,0.0000027799792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009017194,0.00029171913,0.2050579,0.00047982504,0.00029051182,0.00001136131,0.0038791022,0.0030597823,0.6690953,0.01668591,0.00004593363,0.10020096],"study_design_scores_gemma":[0.003107876,0.00025854725,0.056419004,0.0003254715,0.00019606302,0.000015281736,0.004183574,0.23184761,0.68901336,0.007293592,0.0066833384,0.0006562672],"about_ca_topic_score_codex":0.00003314875,"about_ca_topic_score_gemma":0.000062568324,"teacher_disagreement_score":0.22878784,"about_ca_system_score_codex":0.000053167754,"about_ca_system_score_gemma":0.000026891423,"threshold_uncertainty_score":0.5308948},"labels":[],"label_agreement":null}]}