{"meta":{"query_hash":"dc380e3ce46d","filters":{"venue":"Sleep Science"},"cohort_total":33,"direct_labels_cover":0,"predictions_cover":33,"exported":33,"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/dc380e3ce46d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sleep+Science"},"results":[{"id":"W2057440674","doi":"10.1016/j.slsci.2014.09.009","title":"Sedentary behavior and sleep efficiency in active community-dwelling older adults","year":2014,"lang":"en","type":"article","venue":"Sleep Science","topic":"Physical Activity and Health","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Sleep (system call); Sitting; Sedentary behavior; Observational study; Medicine; Association (psychology); Demography; Psychological intervention; Gerontology; Physical activity; Physical therapy; Psychology; Internal medicine; Psychiatry","score_opus":0.021369775626429527,"score_gpt":0.31148505365517476,"score_spread":0.29011527802874526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057440674","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":[0.996988,0.000028881757,0.0003308267,0.00037096092,0.00010208417,0.00030791425,0.000002115689,0.000027785527,0.0018414158],"genre_scores_gemma":[0.9991587,0.000008829327,0.00022366959,0.0005266915,0.00004778713,0.000013672471,0.0000024579394,0.0000057558186,0.0000124476655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987992,0.00008963792,0.0001403234,0.00026374296,0.0003494688,0.0003576209],"domain_scores_gemma":[0.99923515,0.00017180118,0.000047996047,0.0002682845,0.00005553568,0.00022122216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071309885,0.00009824213,0.0002071632,0.00015011009,0.00041342629,0.00002289572,0.00019429917,0.000038418726,0.000015689166],"category_scores_gemma":[0.00012597397,0.00008491905,0.000024113548,0.0005373876,0.00054113835,0.00031294388,0.00011836282,0.0005360802,0.00001732572],"study_design_candidate":"observational","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":[0.00057759683,0.010177677,0.22111751,0.0004623946,0.000013374195,0.00004088665,0.038207334,0.00010337038,0.040580288,0.0019386575,0.000022037744,0.6867589],"study_design_scores_gemma":[0.0016311306,0.00066118897,0.9692218,0.00024291265,0.000028247894,0.000019828212,0.0013152583,0.01728991,0.009148457,0.00023902845,0.00004592349,0.0001563168],"about_ca_topic_score_codex":0.0010677588,"about_ca_topic_score_gemma":0.00020430652,"teacher_disagreement_score":0.7481043,"about_ca_system_score_codex":0.000096537675,"about_ca_system_score_gemma":0.000059196977,"threshold_uncertainty_score":0.34628984},"labels":[],"label_agreement":null},{"id":"W2133590973","doi":"10.1055/s-0046-1820482","title":"Effects of Resistance Exercise on the Sleep Patterns of Sedentary Individuals","year":2009,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for Exercise Physiology","funders":"Associação Fundo de Incentivo à Pesquisa; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Sleep (system call); Evening; Resistance training; Physical therapy; Sleep quality; Medicine; Session (web analytics); Psychology; Audiology; Insomnia; Psychiatry","score_opus":0.0074584918058724905,"score_gpt":0.2630080805521076,"score_spread":0.2555495887462351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133590973","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":[0.9863035,0.0010202988,0.00010022201,0.00073655654,0.0006440158,0.000395433,0.000008140763,0.000034889814,0.010756929],"genre_scores_gemma":[0.9990005,0.000055642537,0.00004336375,0.0006014829,0.000017117993,0.000012810376,9.4055565e-7,0.000008308928,0.00025986866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99842066,0.000079302146,0.00026147827,0.0003420922,0.0005540368,0.0003424102],"domain_scores_gemma":[0.9989016,0.00025361677,0.00018483735,0.00052815134,0.00006153397,0.000070250026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055095647,0.00012830648,0.00018369785,0.00018436539,0.00014132765,0.000013943285,0.0008173379,0.000076711236,0.00013998135],"category_scores_gemma":[0.00008188871,0.00008479554,0.00007730412,0.0007737957,0.00046752332,0.00009181527,0.00004426396,0.00017115183,0.00006488741],"study_design_candidate":"observational","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":[0.0014457778,0.010453713,0.26355,0.00041451017,0.0009923978,0.00019988419,0.08453016,0.00078070513,0.08728079,0.17031729,0.019353917,0.36068082],"study_design_scores_gemma":[0.0025461437,0.0006922057,0.8729957,0.0005782635,0.0002424919,0.0000033606843,0.0030085132,0.00005062377,0.11450353,0.004488562,0.0004899756,0.0004006786],"about_ca_topic_score_codex":0.000047828387,"about_ca_topic_score_gemma":0.00000581699,"teacher_disagreement_score":0.60944563,"about_ca_system_score_codex":0.000018509403,"about_ca_system_score_gemma":0.000020473366,"threshold_uncertainty_score":0.34578618},"labels":[],"label_agreement":null},{"id":"W2539856018","doi":"10.1016/j.slsci.2016.10.005","title":"Poor sleep quality affects spatial orientation in virtual environments","year":2016,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sleep quality; Sleep (system call); Task (project management); Orientation (vector space); Psychology; Audiology; Cognitive psychology; Insomnia; Physical medicine and rehabilitation; Computer science; Medicine; Psychiatry","score_opus":0.03780094267253541,"score_gpt":0.33032257701173146,"score_spread":0.29252163433919603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539856018","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":[0.9834974,0.0000044518783,0.013291084,0.00051605183,0.0006974739,0.0003354385,0.000013029635,0.000039726634,0.0016053902],"genre_scores_gemma":[0.9991573,0.000010130249,0.000034310433,0.00027136473,0.00006277659,0.00005193484,6.4626306e-7,0.000011771315,0.00039973215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99602246,0.00030281566,0.0002645994,0.00094807404,0.0016872481,0.00077480735],"domain_scores_gemma":[0.9987247,0.00048625018,0.0000717232,0.00045501013,0.000021757001,0.00024054712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014413992,0.00016063811,0.00015726614,0.00033511833,0.00031822195,0.00010248008,0.00087084045,0.000057627043,0.00028083374],"category_scores_gemma":[0.0025435942,0.00011360194,0.00004321022,0.0011372812,0.0013096075,0.001061072,0.00031240305,0.00014261952,0.0006437936],"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":[0.000059046964,0.00012737383,0.019867472,0.000002395722,7.09969e-7,0.00001672786,0.00019628696,0.000043543245,0.8624101,0.0042833583,0.000010327513,0.11298263],"study_design_scores_gemma":[0.0011136521,0.00015815743,0.123042524,0.000016382615,0.0000017223114,0.0000036075157,0.00006129734,0.0011717129,0.8733858,0.00041877042,0.0004228798,0.00020353554],"about_ca_topic_score_codex":0.00011794573,"about_ca_topic_score_gemma":0.00007275434,"teacher_disagreement_score":0.112779096,"about_ca_system_score_codex":0.00029602312,"about_ca_system_score_gemma":0.000084502535,"threshold_uncertainty_score":0.82748795},"labels":[],"label_agreement":null},{"id":"W2564185843","doi":"10.5935/1984-0063.20170007","title":"Neurocognitive Game between Risk Factors, Sleep and Suicidal Behaviour","year":2017,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":13,"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 de Montréal","funders":"","keywords":"Psychology; Neurocognitive; Clinical psychology; Mood; Depression (economics); Anxiety; Addiction; Suicidal behavior; Sleep (system call); Psychiatry; Suicide prevention; Medicine; Poison control; Cognition; Medical emergency","score_opus":0.02589701590460857,"score_gpt":0.32127223366699903,"score_spread":0.29537521776239045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564185843","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":[0.98139155,0.00013044673,0.00018440984,0.00018796505,0.001214318,0.00024797552,0.000047769336,0.00010583417,0.016489726],"genre_scores_gemma":[0.99948627,0.000020540474,0.00004175934,0.00006930689,0.00009061025,0.000010645752,0.000003983883,0.00002330716,0.0002536014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803597,0.000069977694,0.0001977524,0.000712748,0.0003594695,0.0006240707],"domain_scores_gemma":[0.9985587,0.00012142137,0.000244531,0.00069253833,0.00009470724,0.00028809323],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043672844,0.00020257263,0.00019589654,0.00017496517,0.0013189395,0.00027145108,0.0008648164,0.00014670443,0.00017323229],"category_scores_gemma":[0.00033660547,0.00016764223,0.00006297396,0.00020120872,0.0020715662,0.00044670427,0.00026590034,0.0004134436,0.00026338405],"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":[0.000011093546,0.00006710515,0.9733839,9.3044486e-7,0.000051215564,0.000016798402,0.0019071124,0.000001643845,0.00010013947,0.0003243487,0.000054376113,0.02408133],"study_design_scores_gemma":[0.00089672545,0.00013378549,0.99647975,0.0000051255806,0.00016188464,0.0000062821678,0.000942935,0.000067458415,0.00042579178,0.00044921934,0.00019895413,0.00023209018],"about_ca_topic_score_codex":0.0015568512,"about_ca_topic_score_gemma":0.000048300462,"teacher_disagreement_score":0.023849241,"about_ca_system_score_codex":0.00002116041,"about_ca_system_score_gemma":0.000028079214,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W2724236377","doi":"10.1055/s-0046-1819685","title":"Sexual hypnagogic hallucinations and narcolepsy with cataplexy: a case report","year":2011,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Narcolepsy; Cataplexy; Sleep paralysis; Psychology; Psychiatry; Medicine; Neurology","score_opus":0.10990829838994375,"score_gpt":0.32127151757097383,"score_spread":0.21136321918103007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724236377","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":[0.982129,0.000017776125,0.0011199696,0.00018367257,0.000117562566,0.00027839158,0.000007284806,0.000080404185,0.016065981],"genre_scores_gemma":[0.9980003,0.0000021849426,0.0010880206,0.00014809032,0.000023811901,0.00005270066,4.892779e-7,0.000010851151,0.0006735519],"study_design_codex":"case_report","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976126,0.00005662338,0.00017652863,0.0008315464,0.00078393886,0.00053874135],"domain_scores_gemma":[0.9988464,0.00010265796,0.000054659806,0.0005517573,0.00014313901,0.00030138483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074815226,0.00013296968,0.000113206064,0.00028115892,0.0008957809,0.00015605832,0.0004719552,0.00003193499,0.00010555989],"category_scores_gemma":[0.0008846351,0.00009944838,0.000013494539,0.0015388163,0.002142576,0.0007620457,0.00025254014,0.00017493851,0.000045042052],"study_design_candidate":"bench_or_experimental","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":[0.00027397243,0.0013927795,0.06700773,0.00009045364,0.000024303798,0.4197342,0.020207709,0.000049231145,0.30323455,0.064464785,0.00027871397,0.12324158],"study_design_scores_gemma":[0.0016977319,0.0014126496,0.04671018,0.00003439778,0.00004646378,0.33062476,0.003985626,0.010424547,0.60016114,0.0029040615,0.0009122532,0.0010862238],"about_ca_topic_score_codex":0.00049042393,"about_ca_topic_score_gemma":0.0002025416,"teacher_disagreement_score":0.2969266,"about_ca_system_score_codex":0.000049026057,"about_ca_system_score_gemma":0.00024420905,"threshold_uncertainty_score":0.78944105},"labels":[],"label_agreement":null},{"id":"W2740214846","doi":"10.1055/s-0046-1820307","title":"Assessment of the impact of vertical dimension alterations on the quality of sleep in elderly patients wearing upper and lower full dentures","year":2012,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"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 British Columbia Hospital","funders":"","keywords":"Medicine; Obstructive sleep apnea; Dentures; Sleep (system call); Epiglottis; Population; Tongue; Continuous positive airway pressure; Airway; Airway obstruction; Dentistry; Internal medicine; Surgery; Larynx; Pathology","score_opus":0.030902635777346706,"score_gpt":0.38510028795001444,"score_spread":0.35419765217266774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740214846","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":[0.9986331,0.000025261628,0.00007083451,0.00014913655,0.00011908692,0.00037716838,0.0000047652684,0.0000019986421,0.00061863655],"genre_scores_gemma":[0.9997977,0.000001504605,0.00016017792,0.000017632925,0.000010862128,0.0000052512364,5.5756504e-7,0.000003958637,0.0000023554512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820167,0.00014733321,0.00028929143,0.00016014291,0.0009414342,0.00026010058],"domain_scores_gemma":[0.9989731,0.00024721547,0.000083533465,0.00037334175,0.00023091689,0.00009192785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012446602,0.000077514786,0.00016812922,0.00011587152,0.00008854858,0.0000100622065,0.00019210963,0.00002952135,0.0000497649],"category_scores_gemma":[0.0007917537,0.000038117472,0.000067678324,0.00049201277,0.000788176,0.00016647177,0.00023606919,0.0001824985,9.670617e-7],"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":[0.000057106925,0.0004186506,0.80978805,0.000013192309,0.00001323548,8.901536e-8,0.0004016481,0.00005663152,0.1858648,0.0019095053,0.0000015122467,0.0014755579],"study_design_scores_gemma":[0.0004979709,0.000456473,0.9625353,0.00004279145,0.000010284365,6.383606e-7,0.00013361702,0.0033547785,0.03286213,0.000071239425,3.2937382e-7,0.000034411816],"about_ca_topic_score_codex":0.00017596579,"about_ca_topic_score_gemma":0.000012237563,"teacher_disagreement_score":0.15300268,"about_ca_system_score_codex":0.00013073762,"about_ca_system_score_gemma":0.00005736039,"threshold_uncertainty_score":0.29040673},"labels":[],"label_agreement":null},{"id":"W2741107150","doi":"10.5935/1984-0063.20170011","title":"Electrolyte imbalance and sleep problems during anti-retroviral therapy: an under-recognized problem","year":2017,"lang":"en","type":"article","venue":"Sleep Science","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":13,"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 Calgary","funders":"","keywords":"Electrolyte imbalance; Medicine; Antiretroviral therapy; Depression (economics); Human immunodeficiency virus (HIV); Intensive care medicine; Sleep (system call); Disease; Medical care; Antiretroviral medication; Internal medicine; Viral load; Immunology; Emergency medicine","score_opus":0.018195799060550875,"score_gpt":0.28301160203040976,"score_spread":0.2648158029698589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741107150","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":[0.99325633,0.0020709836,0.00015656797,0.0010638399,0.00010049252,0.0006161598,0.0000034563402,0.00008750438,0.0026446849],"genre_scores_gemma":[0.9981793,0.00043539001,0.00097298523,0.00009855822,0.00006019433,0.00003568068,0.0000039880474,0.000019046205,0.00019486621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819356,0.00002150017,0.00017409727,0.00061936246,0.00041628777,0.00057518017],"domain_scores_gemma":[0.998807,0.000008844351,0.00013228737,0.0007007454,0.00009574147,0.00025536466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036959135,0.00019761128,0.00025999907,0.000108856344,0.001128428,0.0002674505,0.00036886294,0.00005481968,0.00002298091],"category_scores_gemma":[0.000030257142,0.00014957182,0.000047984333,0.00018071345,0.00084413274,0.00071156066,0.00010821053,0.00017334666,0.000018684676],"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":[0.00013177427,0.00043992442,0.6753136,0.00004763924,0.00007151275,0.000010079706,0.0005778667,0.000009999852,0.26156995,0.0003810605,0.0000020569753,0.061444536],"study_design_scores_gemma":[0.003838436,0.0006613654,0.96179074,0.000043451346,0.00004448443,0.0000792468,0.00004314674,0.001104465,0.031259265,0.0008191828,0.000117114614,0.00019908356],"about_ca_topic_score_codex":0.0001633292,"about_ca_topic_score_gemma":0.00013479797,"teacher_disagreement_score":0.28647715,"about_ca_system_score_codex":0.000069744274,"about_ca_system_score_gemma":0.00010339975,"threshold_uncertainty_score":0.86790705},"labels":[],"label_agreement":null},{"id":"W2747133537","doi":"10.1055/s-0046-1819668","title":"Snoring: the silent signal in sleep medicine","year":2011,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"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 Saskatchewan","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Polysomnography; Medicine; Obstructive sleep apnea; Population; Medical school; Demography; Cartography; Geography; Apnea; Cardiology; Internal medicine; Medical education; Sociology; Environmental health","score_opus":0.06411593048848796,"score_gpt":0.32349219743823876,"score_spread":0.2593762669497508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747133537","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":[0.92634046,0.00024143842,0.0006975943,0.0023295835,0.00046898724,0.0006268634,0.0000010907023,0.000049748647,0.06924424],"genre_scores_gemma":[0.9987198,0.000008467696,0.0005821641,0.0003241041,0.00016325295,0.00003233259,7.445654e-7,0.000012538878,0.00015656465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707025,0.00006354613,0.0002919687,0.00050195877,0.0013762147,0.0006960751],"domain_scores_gemma":[0.9986962,0.000110342946,0.00006340966,0.0006020594,0.00023663745,0.0002913128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019818929,0.00015012929,0.00021771714,0.00040872014,0.00021983593,0.000018947718,0.00075314485,0.000043851847,0.0015217803],"category_scores_gemma":[0.00055018236,0.000087972985,0.000045405937,0.0019364997,0.0026819827,0.00023773892,0.0002655775,0.00042668902,0.00018157059],"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":[0.00045716166,0.0006584934,0.50123274,0.00007348392,0.00006237971,0.00046387635,0.016962608,0.0000337822,0.18860565,0.0227503,0.00017038388,0.26852915],"study_design_scores_gemma":[0.0020008266,0.00077263126,0.9329562,0.00008041517,0.000039578008,0.00010883674,0.0027840177,0.008282138,0.050343815,0.0015931618,0.0008237384,0.00021460242],"about_ca_topic_score_codex":0.00031359552,"about_ca_topic_score_gemma":0.000037627033,"teacher_disagreement_score":0.43172354,"about_ca_system_score_codex":0.0002479668,"about_ca_system_score_gemma":0.0000873605,"threshold_uncertainty_score":0.99939096},"labels":[],"label_agreement":null},{"id":"W2802433499","doi":"10.5935/1984-0063.20180007","title":"Reproducibility and predictors of the apnea hypopnea index across multiple nights","year":2018,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Sleep Institute; Toronto General Hospital; University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Toronto Rehabilitation Institute; Ontario Centres of Excellence; Ontario Brain Institute","keywords":"Supine position; Polysomnography; Medicine; Apnea–hypopnea index; Apnea; Sleep apnea; Anesthesia; Internal medicine","score_opus":0.02162915535083537,"score_gpt":0.31702628085604284,"score_spread":0.29539712550520747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802433499","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":[0.99695367,0.00004747972,0.00014730387,0.00046787428,0.0005694785,0.0005350656,0.000013413386,0.000028476194,0.0012372175],"genre_scores_gemma":[0.9992979,0.0000012421445,0.0002835275,0.00006123507,0.00017957349,0.000008000757,4.3764038e-7,0.000008449811,0.0001595973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970446,0.000062949905,0.00025306572,0.001118671,0.0010463649,0.00047433487],"domain_scores_gemma":[0.9968561,0.00009712008,0.000096507036,0.0021317718,0.00061229325,0.00020620975],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029476474,0.00011197993,0.00018777275,0.00007800516,0.00046752993,0.000034315577,0.0005108777,0.000052809904,0.000031947315],"category_scores_gemma":[0.0056116767,0.00006795477,0.000050564504,0.0012389733,0.008041843,0.00023098705,0.0006767088,0.00021160873,0.000012597151],"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":[0.00007631279,0.00007719777,0.90571785,0.000022667105,0.0000124533635,0.0000012743451,0.0015520039,8.968539e-7,0.08229287,0.000043216965,0.0000148545,0.010188424],"study_design_scores_gemma":[0.00055051444,0.00015462322,0.7976693,0.000012135026,0.000009013545,0.00001703037,0.00026118985,0.0033128674,0.19759811,0.00013366692,0.00022464019,0.00005688592],"about_ca_topic_score_codex":0.00013063604,"about_ca_topic_score_gemma":0.00008239157,"teacher_disagreement_score":0.11530525,"about_ca_system_score_codex":0.00009282427,"about_ca_system_score_gemma":0.000102456266,"threshold_uncertainty_score":0.9946577},"labels":[],"label_agreement":null},{"id":"W2802828009","doi":"10.5935/1984-0063.20180002","title":"Effects of acute sleep deprivation and caffeine supplementation on anaerobic performance","year":2018,"lang":"en","type":"article","venue":"Sleep Science","topic":"Coffee research and impacts","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Sleep deprivation; Anaerobic exercise; Caffeine; Placebo; Sleep (system call); Athletes; Sprint; Physical therapy; Medicine; Psychology; Internal medicine; Circadian rhythm","score_opus":0.011839875477176532,"score_gpt":0.31588400195207683,"score_spread":0.3040441264749003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802828009","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":[0.99829996,0.000025992831,0.00029904395,0.0003522397,0.000083095,0.0003364273,0.0000019681956,0.000013135771,0.00058811303],"genre_scores_gemma":[0.99887854,0.000079867306,0.0007333038,0.00016501249,0.000063652005,0.000006217318,0.000005621166,0.000004139963,0.00006366711],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989675,0.000013326652,0.00010393448,0.00019064985,0.0004695898,0.00025498544],"domain_scores_gemma":[0.999438,0.0000440849,0.00004439888,0.0001565561,0.0001564887,0.00016047615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032220336,0.00006494355,0.000095922616,0.00021478604,0.00013356456,0.000019105788,0.00008829727,0.000016758142,0.000040500592],"category_scores_gemma":[0.0001977459,0.00005027394,0.0000133226,0.0005903691,0.00045285164,0.0002782682,0.00005005293,0.000058249152,0.000021108905],"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":[0.00021863575,0.000076660006,0.028291862,0.00009892494,0.000018073448,0.0000038899684,0.00038289145,0.0000014607817,0.8758072,0.00014746608,0.00017770723,0.09477521],"study_design_scores_gemma":[0.00069714995,0.001845621,0.47802547,0.000049354396,0.000018035516,0.0000058205346,0.000008300879,0.0030369726,0.5162229,0.00001026984,0.000047585014,0.0000325494],"about_ca_topic_score_codex":0.000026740898,"about_ca_topic_score_gemma":0.000006197309,"teacher_disagreement_score":0.44973361,"about_ca_system_score_codex":0.00006188798,"about_ca_system_score_gemma":0.00007085552,"threshold_uncertainty_score":0.20501117},"labels":[],"label_agreement":null},{"id":"W2839675519","doi":"10.5935/1984-0063.20180013","title":"Insufficient Sleep Syndrome: Is it time to classify it as a major noncommunicable disease?","year":2018,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":104,"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","funders":"","keywords":"Sleep (system call); Disease; Gross domestic product; Medicine; Scope (computer science); Public health; Sleep hygiene; Productivity; Gerontology; Public economics; Development economics; Environmental health; Psychiatry; Economic growth; Cognition; Economics; Nursing; Pathology; Computer science","score_opus":0.017337557636704786,"score_gpt":0.31620617972419623,"score_spread":0.29886862208749143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2839675519","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":[0.6020317,0.00038766433,0.0002648436,0.019621583,0.001780789,0.0006290281,0.000024230074,0.00023904398,0.37502113],"genre_scores_gemma":[0.95731556,0.000008762374,0.0003843954,0.013758359,0.00007413632,0.000070197784,0.0000044307917,0.000043594242,0.028340572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964996,0.00010556804,0.00040245015,0.0010023739,0.0008565586,0.001133425],"domain_scores_gemma":[0.9969183,0.000097297656,0.000119077624,0.0017787056,0.00023570878,0.0008508938],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008127143,0.00029123423,0.00026790332,0.00047751432,0.00091691286,0.00017011838,0.00213871,0.00016797747,0.023459047],"category_scores_gemma":[0.00021140382,0.0002547443,0.00012812826,0.0027309842,0.0017810703,0.00027416536,0.00064380927,0.00035118693,0.12671877],"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":[0.0012461202,0.007781575,0.01061994,0.00004540102,0.0010213363,0.00071234466,0.06384306,0.00054654275,0.0053156647,0.012121279,0.84444815,0.052298617],"study_design_scores_gemma":[0.0054786284,0.0036337269,0.043169715,0.0003220008,0.000540328,0.00031312514,0.008581491,0.018721135,0.00076139387,0.0015137097,0.9144966,0.0024681727],"about_ca_topic_score_codex":0.00022344117,"about_ca_topic_score_gemma":0.00002193975,"teacher_disagreement_score":0.35528386,"about_ca_system_score_codex":0.00015588576,"about_ca_system_score_gemma":0.00019201812,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W2909844157","doi":"10.5935/1984-0063.20180036","title":"Sleep duration, lifestyles and chronic diseases: a cross-sectional population-based study","year":2018,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Medicine; Overweight; Depression (economics); Obesity; Population; Diabetes mellitus; Cohort; Stroke (engine); Quality of life (healthcare); Gerontology; Cross-sectional study; Demography; Internal medicine; Environmental health; Endocrinology","score_opus":0.012862512655135565,"score_gpt":0.32683002562046853,"score_spread":0.313967512965333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909844157","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":[0.9955498,0.0003125033,0.00046158498,0.000107236665,0.0017804153,0.00038331724,0.00001118211,0.00015498765,0.0012389602],"genre_scores_gemma":[0.99925834,8.8138046e-7,0.000045816792,0.00018121408,0.00031714904,0.000048737198,0.000011560264,0.00001526714,0.00012103955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821323,0.00006732758,0.00028543043,0.0006286742,0.0004401117,0.00036520386],"domain_scores_gemma":[0.99909365,0.000075935626,0.00010599152,0.00035858684,0.00019236718,0.00017348652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038395482,0.00013916164,0.00010366835,0.00023516135,0.00096388604,0.00019433413,0.00029512463,0.00007441289,0.0006751191],"category_scores_gemma":[0.0001445575,0.00012030504,0.000037135454,0.0008091918,0.00089973956,0.00030131612,0.000053709977,0.000110790716,0.00031712942],"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":[0.00003767727,0.00036139486,0.99582326,0.0000024392084,0.00003938293,0.0000033746342,0.0006938242,0.00024667164,0.000051388666,0.000939548,0.000042198964,0.0017588482],"study_design_scores_gemma":[0.0013527732,0.00036947502,0.9922343,0.0000036391648,0.000034705463,0.000003409461,0.00028463636,0.0051601483,0.000018492714,0.0002620157,0.00011530776,0.00016111754],"about_ca_topic_score_codex":0.0002551025,"about_ca_topic_score_gemma":0.00021761442,"teacher_disagreement_score":0.0049134768,"about_ca_system_score_codex":0.00010272638,"about_ca_system_score_gemma":0.00010444203,"threshold_uncertainty_score":0.741353},"labels":[],"label_agreement":null},{"id":"W2942507326","doi":"10.5935/1984-0063.20190055","title":"The sensory pain of Dante's Inferno - Semantics of chronic pain in patients with narcolepsy","year":2019,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sociedade Beneficente Israelita Brasileira Albert Einstein; Associação Fundo de Incentivo à Pesquisa","keywords":"Narcolepsy; Sensory system; Medicine; Semantics (computer science); Psychology; Neuroscience; Psychiatry; Computer science; Neurology; Programming language","score_opus":0.011741786192593185,"score_gpt":0.25219487009866604,"score_spread":0.24045308390607284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942507326","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":[0.99823046,0.000017431008,0.00031690524,0.00011774254,0.0001234346,0.00047365768,0.0000057571497,0.000010326009,0.00070431805],"genre_scores_gemma":[0.99976915,0.000009036947,0.00003992839,0.0000677409,0.000007880449,0.000009122981,3.0706863e-7,0.0000095962705,0.000087259905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699736,0.0004374506,0.00028331476,0.0004047252,0.001354017,0.0005231549],"domain_scores_gemma":[0.99811786,0.0009444028,0.00011589672,0.0006016368,0.0001446889,0.00007552863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038400302,0.00011401801,0.00017211732,0.00018393951,0.00015744395,0.000041259536,0.0009835166,0.000033881017,0.000042087406],"category_scores_gemma":[0.0021125104,0.00007169504,0.000031746,0.0016689373,0.0015393392,0.00026236457,0.00025640408,0.00018871532,0.00002616134],"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":[0.00010471815,0.0002850779,0.8384125,0.000064414984,0.000003067245,0.0000041126955,0.00031889876,0.00094163866,0.11448456,0.0012605217,0.000020095806,0.044100385],"study_design_scores_gemma":[0.0023535374,0.0027534293,0.46132568,0.00025481748,0.0000065054433,0.0000017276726,0.00036392157,0.07423226,0.45740184,0.00036372355,0.0005642231,0.000378337],"about_ca_topic_score_codex":0.000048696602,"about_ca_topic_score_gemma":0.000047647274,"teacher_disagreement_score":0.37708685,"about_ca_system_score_codex":0.00009252684,"about_ca_system_score_gemma":0.0002095046,"threshold_uncertainty_score":0.5671759},"labels":[],"label_agreement":null},{"id":"W2997684881","doi":"10.5935/1984-0063.20190061","title":"The contribution of modern 24-hour society to the development of type 2 diabetes mellitus: the role of insufficient sleep","year":2019,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","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":"Toronto Sleep Institute","funders":"","keywords":"Type 2 Diabetes Mellitus; Sleep hygiene; Medicine; Sleep (system call); Intervention (counseling); Public health; Gerontology; Incidence (geometry); Diabetes mellitus; Intensive care medicine; Psychiatry; Sleep quality; Nursing; Endocrinology; Insomnia","score_opus":0.007458164918337317,"score_gpt":0.25049198625306857,"score_spread":0.24303382133473125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997684881","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":[0.99024445,0.004973241,0.0005221857,0.0005055326,0.00095561316,0.00049184076,0.0000037150296,0.000014642167,0.0022888065],"genre_scores_gemma":[0.99963033,0.00004048225,0.0001184914,0.00011602966,0.000011642674,0.00001562249,0.000001146689,0.0000076046726,0.000058654783],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839866,0.00007806534,0.00037197745,0.00024674472,0.0005334902,0.000371038],"domain_scores_gemma":[0.99860054,0.00022609343,0.00022873699,0.0005580711,0.00034080495,0.00004572138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017748653,0.00010275808,0.00015052945,0.000042316842,0.00032378177,0.000016253884,0.0009565464,0.00006788108,0.0000377664],"category_scores_gemma":[0.000106950196,0.000047731326,0.000084912775,0.0009557636,0.00068549474,0.000048799553,0.00017261057,0.00014435801,0.00008287263],"study_design_candidate":"bench_or_experimental","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":[0.00029302642,0.0015039544,0.08545844,0.000029010022,0.0011307258,1.8383528e-7,0.20676225,0.018966846,0.14048119,0.061979234,0.00095764,0.4824375],"study_design_scores_gemma":[0.004997651,0.0018401544,0.20459895,0.00026628212,0.00048723098,0.0000034503091,0.10808923,0.13973118,0.42160642,0.010547534,0.10662825,0.0012036699],"about_ca_topic_score_codex":0.00002173451,"about_ca_topic_score_gemma":0.000019978348,"teacher_disagreement_score":0.48123384,"about_ca_system_score_codex":0.0000391608,"about_ca_system_score_gemma":0.0001255796,"threshold_uncertainty_score":0.2525734},"labels":[],"label_agreement":null},{"id":"W4205167264","doi":"10.5935/1984-0063.20210004","title":"COVID-19 - The clinical consequences of social isolation and the relation with sleep bruxism and comorbidities","year":2021,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Pandemic; Isolation (microbiology); Anxiety; Disease; Coronavirus disease 2019 (COVID-19); Social isolation; Exacerbation; Medicine; Sleep (system call); Intensive care medicine; Psychiatry; Psychology; Internal medicine; Infectious disease (medical specialty); Bioinformatics","score_opus":0.055898227503547275,"score_gpt":0.3818260518655945,"score_spread":0.3259278243620472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205167264","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":[0.96638834,0.00035852124,0.0018552344,0.029324125,0.00009973327,0.00033570538,0.0000053022113,0.00001193085,0.0016211187],"genre_scores_gemma":[0.99848485,0.000048578306,0.00068308925,0.00065657176,0.00006031072,0.000007836676,0.000002287844,0.0000037865486,0.000052703177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984771,0.00026806997,0.00021909768,0.00026003295,0.0006130183,0.00016265035],"domain_scores_gemma":[0.9983786,0.0009073074,0.00011877006,0.000183605,0.00028720484,0.00012452186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002289382,0.000068168825,0.00016987482,0.000052227588,0.0005994985,0.00006258317,0.00012225857,0.000040770585,0.000051434305],"category_scores_gemma":[0.00245024,0.000034465807,0.000027437361,0.0004966921,0.013187692,0.00018180168,0.00011801571,0.00021964421,0.0000015025831],"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":[0.0017982998,0.00015272177,0.59924996,0.00018454865,0.00020377882,0.000070983755,0.018851582,0.0000482286,0.025820531,0.31754518,0.00016706204,0.035907153],"study_design_scores_gemma":[0.005024626,0.0003225875,0.9600747,0.000024486186,0.00014783905,0.00030381398,0.009469829,0.012664126,0.0032411437,0.007898857,0.0007009845,0.00012696096],"about_ca_topic_score_codex":0.00008849005,"about_ca_topic_score_gemma":0.00005266277,"teacher_disagreement_score":0.3608248,"about_ca_system_score_codex":0.000047958343,"about_ca_system_score_gemma":0.00039343993,"threshold_uncertainty_score":0.98949784},"labels":[],"label_agreement":null},{"id":"W4206134998","doi":"10.5935/1984-0063.20200098","title":"Sleep disordered breathing from preschool to early adult age and its neurocognitive complications: A preliminary report","year":2021,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Polysomnography; Medicine; Sleep disordered breathing; Cohort; Pediatrics; Breathing; Cognition; Audiology; Psychiatry; Internal medicine; Apnea; Obstructive sleep apnea","score_opus":0.022971510754290977,"score_gpt":0.31318408810881654,"score_spread":0.29021257735452555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206134998","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":[0.988766,0.00030725216,0.0025266388,0.0028966414,0.00014515588,0.0010757566,0.000055185046,0.0000829048,0.0041444553],"genre_scores_gemma":[0.9934913,0.000011558591,0.0053320187,0.0006467462,0.00007510639,0.00014973986,0.000033569384,0.000023584573,0.00023636065],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969194,0.000080855316,0.00033235148,0.0011315554,0.0010196795,0.0005161693],"domain_scores_gemma":[0.9970972,0.00021508658,0.00009033583,0.0006777931,0.0013360875,0.0005834852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031759308,0.00018397962,0.00025763302,0.00022504204,0.00040378113,0.0001892621,0.0003173525,0.000056819226,0.000069416725],"category_scores_gemma":[0.004444143,0.00017887316,0.000053449785,0.0013420156,0.00038896754,0.0005114599,0.0006369537,0.00035078544,0.000115382034],"study_design_candidate":"observational","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":[0.0005689569,0.0008156091,0.12332665,0.00013090292,0.00016744055,0.012899196,0.007535857,0.000030200401,0.72621083,0.0014694515,0.00007032338,0.1267746],"study_design_scores_gemma":[0.0009909662,0.0003348218,0.95983696,0.0001195109,0.00007071398,0.0007401667,0.0009303737,0.006505601,0.029609382,0.0005282524,0.00011025943,0.00022297582],"about_ca_topic_score_codex":0.00019730658,"about_ca_topic_score_gemma":0.00002154167,"teacher_disagreement_score":0.8365103,"about_ca_system_score_codex":0.00010467075,"about_ca_system_score_gemma":0.00012857855,"threshold_uncertainty_score":0.7294236},"labels":[],"label_agreement":null},{"id":"W4206483874","doi":"10.5935/1984-0063.20200100","title":"How do adolescents with short sleep duration spend their extra waking hours? A device-based analysis of physical activity and sedentary behaviour in a Brazilian sample","year":2021,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Universidade Federal de Santa Catarina; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Physical activity; Psychology; Sedentary behavior; Audiology; Actigraphy; Physical therapy; Medicine; Demography; Insomnia; Psychiatry","score_opus":0.022247854948589735,"score_gpt":0.3042923951511068,"score_spread":0.28204454020251707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206483874","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":[0.9952864,0.00012784249,0.003924953,0.00017194326,0.00010536878,0.00019585394,0.000023844703,0.000026351501,0.00013746576],"genre_scores_gemma":[0.99964595,0.0000037541229,0.00023246944,0.000058866906,0.000015667421,0.000012204288,0.000013234453,0.000013121141,0.000004751067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982804,0.000117434385,0.00015015827,0.0006573502,0.00042309848,0.00037153452],"domain_scores_gemma":[0.9992137,0.00007257331,0.000108760294,0.00039219845,0.00009691003,0.00011585641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028182165,0.00017461022,0.00029555938,0.00046669977,0.00014005059,0.000111372334,0.00023265905,0.000078153025,0.000034933073],"category_scores_gemma":[0.000038992494,0.00014101276,0.000096228665,0.002995937,0.00045768553,0.00034819602,0.000057534282,0.00022781518,0.0000013127188],"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":[0.000105029794,0.000982141,0.94297117,0.000009931368,0.0002087109,0.000040791463,0.0025141693,0.000593863,0.009173368,0.000040055693,0.0000011012402,0.043359645],"study_design_scores_gemma":[0.0009428413,0.00009703049,0.9677981,0.00008021933,0.0005548095,0.000005967752,0.0033252789,0.017354414,0.009613903,0.00002197773,0.0000024300728,0.00020302554],"about_ca_topic_score_codex":0.0005426724,"about_ca_topic_score_gemma":0.002992189,"teacher_disagreement_score":0.04315662,"about_ca_system_score_codex":0.00006292744,"about_ca_system_score_gemma":0.000075920754,"threshold_uncertainty_score":0.57503337},"labels":[],"label_agreement":null},{"id":"W4283655139","doi":"10.5935/1984-0063.20220036","title":"Possible sleep bruxism, smartphone addiction and sleep quality among Brazilian university students during COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Sleep Science","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":13,"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 Alberta","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Pittsburgh Sleep Quality Index; Medicine; Logistic regression; Coronavirus disease 2019 (COVID-19); Sleep hygiene; Psychology; Cross-sectional study; Sleep quality; Family medicine; Gerontology; Demography; Psychiatry; Internal medicine; Insomnia","score_opus":0.04247485775013343,"score_gpt":0.389035172505477,"score_spread":0.34656031475534355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283655139","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":[0.9946874,0.0001596662,0.0004960725,0.0009827403,0.0009904831,0.00092408067,0.00009576684,0.00035629031,0.0013075507],"genre_scores_gemma":[0.99781096,0.000036910682,0.0001838822,0.0005858195,0.000043988006,0.000035545294,0.000023995424,0.000020616855,0.001258308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99519193,0.0011412894,0.0004854469,0.0009310457,0.001351654,0.00089863583],"domain_scores_gemma":[0.9979341,0.0002702854,0.00040278112,0.0006116676,0.0001042677,0.00067691907],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004344574,0.00022071306,0.00030393433,0.00046553995,0.0091828145,0.00004883106,0.0009771547,0.00010599685,0.001017951],"category_scores_gemma":[0.00049611897,0.00024771242,0.00006731207,0.0016512793,0.00084900245,0.00078494835,0.0017984863,0.00092256546,0.00006603445],"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":[0.00013065344,0.000105424326,0.98950934,0.000055053202,0.000025368901,0.000022325883,0.0067864573,0.00032372164,0.0017565396,0.00017929448,0.0004622224,0.00064359885],"study_design_scores_gemma":[0.0025693316,0.00007876931,0.9745075,0.000018781004,0.000031456068,0.000008821714,0.016385058,0.00065235107,0.000024289784,0.00018515534,0.0052482774,0.000290209],"about_ca_topic_score_codex":0.004136482,"about_ca_topic_score_gemma":0.0030692534,"teacher_disagreement_score":0.015001841,"about_ca_system_score_codex":0.0019402445,"about_ca_system_score_gemma":0.0005148965,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4283657417","doi":"10.5935/1984-0063.20220047","title":"Impact of sleep apnea and treatments on cardiovascular disease","year":2022,"lang":"en","type":"review","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":11,"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 British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Sleep apnea; Obstructive sleep apnea; Stroke (engine); Epidemiology; Heart failure; Disease; Central sleep apnea; Intensive care medicine; Cardiology; Internal medicine; Breathing; Apnea; Polysomnography; Anesthesia","score_opus":0.06384479510596114,"score_gpt":0.38542035652882545,"score_spread":0.3215755614228643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283657417","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":[0.0038563116,0.99237406,0.000015612799,0.000007532869,0.00020769311,0.0017243293,0.00018602869,0.00002924961,0.0015992023],"genre_scores_gemma":[0.01236649,0.98706317,0.000081633094,0.000007030259,0.000083813946,0.0001929608,0.0000600131,0.000057032543,0.00008787383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522555,0.00020575979,0.00041578972,0.0011194954,0.0023903616,0.0006430635],"domain_scores_gemma":[0.99713737,0.00017371096,0.00018369916,0.0015794126,0.0001264976,0.0007993338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009630902,0.00045015878,0.0017003185,0.0008884531,0.00027142826,0.000043315744,0.00058177335,0.000078025085,0.00042976678],"category_scores_gemma":[0.00063891936,0.00030856102,0.001505476,0.0019812512,0.0011580661,0.000144635,0.00050850015,0.00048128286,0.000044712888],"study_design_candidate":"design_other","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":[0.00004731607,0.00024264073,0.0007465532,0.0023915742,0.0016079592,0.00018627135,0.000034815217,0.000014340303,0.0000032416597,0.000038541188,0.0000040118434,0.9946827],"study_design_scores_gemma":[0.0057430007,0.0066198064,0.037600324,0.0050295223,0.02573843,0.0006651179,0.00012230415,0.0022938494,0.000027578528,0.00009857683,0.9140379,0.0020236373],"about_ca_topic_score_codex":0.00007693298,"about_ca_topic_score_gemma":1.6456025e-7,"teacher_disagreement_score":0.9926591,"about_ca_system_score_codex":0.001200644,"about_ca_system_score_gemma":0.0005739218,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W4283660967","doi":"10.5935/1984-0063.20220038","title":"An investigation of sleep profiles in individuals with idiopathic scoliosis","year":2022,"lang":"en","type":"article","venue":"Sleep Science","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Pittsburgh Sleep Quality Index; Physical therapy; Medicine; Mood; Depression (economics); Beck Depression Inventory; Sleep (system call); Sleep debt; Psychology; Trunk; Sleep disorder; Insomnia; Sleep quality; Polysomnography; Psychiatry; Anxiety; Electroencephalography","score_opus":0.02074687905100484,"score_gpt":0.28329325614264234,"score_spread":0.2625463770916375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283660967","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":[0.99814624,0.0004701578,0.000006085058,0.00060202525,0.000058088328,0.00054777885,0.000005676047,0.000022199374,0.00014173305],"genre_scores_gemma":[0.9986926,0.0000071715235,0.0005885174,0.0003404275,0.000016512373,0.00034101584,0.0000033757642,0.000008347769,0.0000020551363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820244,0.00007472726,0.00022976425,0.00035948554,0.0008934173,0.00024014445],"domain_scores_gemma":[0.9993098,0.000010946625,0.00012600292,0.0003202985,0.00008894638,0.00014404727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010469387,0.000097561315,0.00020435298,0.0004911023,0.0001912057,0.000024234809,0.0002276081,0.000018692775,0.000033711276],"category_scores_gemma":[0.000050770836,0.00007645614,0.000024429095,0.0021887282,0.00038828945,0.00027025462,0.000084003535,0.00011902709,0.000003076805],"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":[0.000020624075,0.0003560382,0.9870531,0.000026626345,0.00000915486,0.000012127426,0.0016431874,0.00037886674,0.008818826,0.00066263793,0.000003848491,0.0010149861],"study_design_scores_gemma":[0.0009076843,0.001418254,0.932037,0.00021886105,0.000037595502,0.000020179004,0.00088779186,0.0008407155,0.063396126,0.00014745502,0.000005397305,0.00008296675],"about_ca_topic_score_codex":0.00015801686,"about_ca_topic_score_gemma":0.0000289796,"teacher_disagreement_score":0.055016104,"about_ca_system_score_codex":0.00019389635,"about_ca_system_score_gemma":0.00030612713,"threshold_uncertainty_score":0.31177908},"labels":[],"label_agreement":null},{"id":"W4366450240","doi":"10.1055/s-0043-1767751","title":"Beliefs about Healthy Sleep Habits in Adults with Diabetes Compared to Adults without Diabetes: A Reasoned Action Approach Elicitation Study","year":2023,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Diabète Québec","keywords":"Action (physics); Diabetes mellitus; Theory of reasoned action; Medicine; Sleep (system call); Psychology; Gerontology; Social psychology; Endocrinology; Computer science","score_opus":0.020742601983028134,"score_gpt":0.31122693371574206,"score_spread":0.29048433173271393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366450240","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":[0.9928348,0.00015101269,0.00012694688,0.00055169605,0.001026295,0.0026309786,0.000008719829,0.0005099331,0.0021595885],"genre_scores_gemma":[0.9980198,0.000008981267,0.00040027886,0.00046679302,0.0000653551,0.0008739291,0.000030467287,0.00005415156,0.00008021517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957349,0.00025603594,0.00051418145,0.0013302201,0.0009165864,0.0012481147],"domain_scores_gemma":[0.99832803,0.00016121613,0.00020711929,0.0006950031,0.00024090572,0.0003677338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013037418,0.0003357401,0.00040837316,0.0011815153,0.00048126368,0.00009643529,0.00065130624,0.00014259267,0.000015647129],"category_scores_gemma":[0.00023572789,0.00028319,0.000051169733,0.0067313397,0.00037273864,0.00043408936,0.00011102947,0.00037889052,0.00055761676],"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":[0.0011859004,0.0021861999,0.87982625,0.00007562971,0.00012800655,0.00000847664,0.07483446,0.0043585,0.00025776966,0.00012451138,0.00038514278,0.036629178],"study_design_scores_gemma":[0.0069342316,0.0014514417,0.9290367,0.0002649755,0.00004313244,0.000001029679,0.03520102,0.02648026,0.000055854493,0.00003209946,0.00004589304,0.00045335997],"about_ca_topic_score_codex":0.0005368136,"about_ca_topic_score_gemma":0.0009457148,"teacher_disagreement_score":0.049210474,"about_ca_system_score_codex":0.00017360102,"about_ca_system_score_gemma":0.00008242256,"threshold_uncertainty_score":0.99996203},"labels":[],"label_agreement":null},{"id":"W4383316550","doi":"10.1055/s-0043-1770800","title":"Association between Objective and Subjective Sleep Parameters with Postural Control Responses among Brazilian Schoolteachers","year":2023,"lang":"en","type":"article","venue":"Sleep Science","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec à Chicoutimi","funders":"Fundação Nacional de Desenvolvimento do Ensino Superior Particular","keywords":"Pittsburgh Sleep Quality Index; Actigraphy; Sleep (system call); Center of pressure (fluid mechanics); Physical therapy; Physical medicine and rehabilitation; Sleep quality; Medicine; Psychology; Association (psychology); Audiology; Insomnia; Psychiatry","score_opus":0.018077970724581834,"score_gpt":0.3324839575901979,"score_spread":0.31440598686561605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383316550","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":[0.9960076,0.000027771022,0.00017518994,0.00085200486,0.00038728086,0.0009559424,0.000050320374,0.0002122301,0.0013316465],"genre_scores_gemma":[0.99819654,0.000015460664,0.0001849864,0.00023426978,0.00010195409,0.00010789583,0.000013746138,0.000016286096,0.0011288858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702746,0.00070079224,0.00029358693,0.0005503104,0.00062685064,0.00080101273],"domain_scores_gemma":[0.9977314,0.0011578168,0.00034456895,0.0002307501,0.0003100441,0.00022543427],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003248919,0.000171858,0.00026964612,0.0003034827,0.00148653,0.000064014595,0.0002500273,0.00015647523,0.0000032296475],"category_scores_gemma":[0.0013766262,0.00013984836,0.00004429265,0.0014297317,0.000482033,0.0008472824,0.000092332135,0.00060344057,0.00015388073],"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":[0.00013381994,0.000019736406,0.9909188,0.000013392737,0.00006886577,0.000002815901,0.0036377686,0.0000027913177,0.0036583454,0.000045245317,0.00013698074,0.0013614306],"study_design_scores_gemma":[0.0014897173,0.00018538503,0.990894,0.00008435504,0.00007064907,5.112677e-7,0.005623642,0.0008766752,0.000027642576,0.0005303748,0.00003707809,0.00017995888],"about_ca_topic_score_codex":0.0005796474,"about_ca_topic_score_gemma":0.00054139295,"teacher_disagreement_score":0.0036307028,"about_ca_system_score_codex":0.0006005347,"about_ca_system_score_gemma":0.00023535114,"threshold_uncertainty_score":0.9998134},"labels":[],"label_agreement":null},{"id":"W4384026142","doi":"10.1055/s-0043-1770206","title":"Pain during the Night and Its Association with Quality of Life in Women: Data from the Epidemiologic Sleep Study (EPISONO)","year":2023,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Association (psychology); Sleep (system call); Sleep quality; Computer science; Medicine; Psychology; Psychiatry; Insomnia","score_opus":0.0638709551613374,"score_gpt":0.3482903119746706,"score_spread":0.2844193568133332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384026142","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":[0.99567276,0.00067823706,0.000021169219,0.0026106439,0.00027744356,0.00043808622,0.00002577816,0.000053536023,0.00022234178],"genre_scores_gemma":[0.99925613,0.000048793907,0.0000070386905,0.0005362341,0.000023312174,0.000047191552,0.000004752063,0.0000072125663,0.00006933534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966941,0.0015380607,0.00037924276,0.0005408985,0.00041095048,0.0004367594],"domain_scores_gemma":[0.99607134,0.002782045,0.00027879496,0.0007604439,0.000045405006,0.00006198356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01698639,0.00010737786,0.00022196524,0.00008293269,0.00032518906,0.0000310431,0.0010793327,0.00007481311,0.000053210988],"category_scores_gemma":[0.004276216,0.000053396576,0.000015268666,0.0015631133,0.00028352428,0.00017305907,0.00034141788,0.00027297324,0.00005219681],"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":[0.000066617176,0.0001458736,0.9866118,0.0000022137306,0.00010553198,0.000003343288,0.011509745,0.0002045433,0.00008871843,0.00010443585,0.00025927823,0.000897886],"study_design_scores_gemma":[0.0009051985,0.00008368031,0.96879476,0.000006347108,0.000013735488,2.800157e-7,0.027597986,0.0022475263,0.0000041310545,0.00022380847,0.000040095932,0.00008247561],"about_ca_topic_score_codex":0.0011106089,"about_ca_topic_score_gemma":0.0008581282,"teacher_disagreement_score":0.017817078,"about_ca_system_score_codex":0.00007184168,"about_ca_system_score_gemma":0.00003491955,"threshold_uncertainty_score":0.5887178},"labels":[],"label_agreement":null},{"id":"W4386595145","doi":"10.1055/s-0043-1772805","title":"The Importance of Sleep for Successful Neurorehabilitation after Stroke","year":2023,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Neurorehabilitation; Sleep (system call); Stroke (engine); Context (archaeology); Physical medicine and rehabilitation; Rehabilitation; Neuroplasticity; Psychology; Physical therapy; Sleep hygiene; Medicine; Cognition; Sleep quality; Psychiatry; Computer science","score_opus":0.03234810702559283,"score_gpt":0.3317305276528115,"score_spread":0.2993824206272187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386595145","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":[0.9956709,0.000032003758,0.00038829033,0.0018832445,0.0006320653,0.00056691794,0.0000407855,0.00007543839,0.00071033766],"genre_scores_gemma":[0.9990655,0.000018519855,0.000081088416,0.00016342284,0.00004316258,0.00031973916,7.447562e-7,0.000013034355,0.00029478615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972702,0.00008021391,0.00029649248,0.0005859618,0.0010909258,0.00067619147],"domain_scores_gemma":[0.9972832,0.0017130475,0.00007725053,0.00058098073,0.00022798633,0.000117520234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016483098,0.00011138958,0.00011878663,0.00022896308,0.0006901161,0.00015228326,0.0011532384,0.000030737163,0.000023310648],"category_scores_gemma":[0.0052721594,0.00007649393,0.00008680782,0.0024779595,0.0017901134,0.00050266186,0.00023544954,0.000118117576,0.000062013125],"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":[0.00039833048,0.00013057876,0.22568092,0.00009250618,0.0000067864344,0.000018956505,0.0011014123,0.00072726485,0.6899497,0.026806068,0.00056796754,0.05451952],"study_design_scores_gemma":[0.00066358724,0.00036168768,0.23124035,0.000015273672,0.000009933755,0.000004034412,0.0005380237,0.05094214,0.7059186,0.0064975736,0.0035433918,0.00026541148],"about_ca_topic_score_codex":0.0000067348637,"about_ca_topic_score_gemma":0.000027175676,"teacher_disagreement_score":0.054254107,"about_ca_system_score_codex":0.000039584458,"about_ca_system_score_gemma":0.00009946449,"threshold_uncertainty_score":0.65957475},"labels":[],"label_agreement":null},{"id":"W4396915031","doi":"10.1055/s-0044-1780502","title":"Treatment Approaches to Myasthenia Gravis and Obstructive Sleep Apnea: Case Report","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","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":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Myasthenia gravis; Obstructive sleep apnea; Medicine; Neuromuscular junction; Abnormality; Weakness; Continuous positive airway pressure; Apnea; Muscle weakness; Sleep apnea; Airway; Internal medicine; Pediatrics; Anesthesia; Surgery; Psychology; Neuroscience; Psychiatry","score_opus":0.05498112068832914,"score_gpt":0.286424122526884,"score_spread":0.23144300183855485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396915031","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":[0.99049103,0.0005927907,0.0009262335,0.0019088199,0.0004224959,0.0005468346,0.000013099445,0.000112135735,0.0049865567],"genre_scores_gemma":[0.9943389,0.0000050239732,0.004265317,0.00008083265,0.000141568,0.00005928824,0.0000045475117,0.000018934188,0.0010855711],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99812233,0.000016187214,0.00024512678,0.000815349,0.00039971442,0.0004012882],"domain_scores_gemma":[0.998943,0.00003903333,0.000036850528,0.00046875005,0.000059456597,0.00045296043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035111903,0.00020617669,0.00025676354,0.00027522052,0.0002538193,0.00016543921,0.00010544734,0.00004460559,0.000037051755],"category_scores_gemma":[0.00007633893,0.00014252984,0.00007387576,0.0009037275,0.00044906847,0.00018354431,0.00010246171,0.000105254905,0.000065686094],"study_design_candidate":"case_report","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":[0.00015126565,0.00029409296,0.011182161,0.00014212923,0.00018837937,0.20591243,0.014251739,0.000024568406,0.008369229,0.030017354,0.00010272117,0.7293639],"study_design_scores_gemma":[0.002082305,0.0035427047,0.04487569,0.00024001137,0.0007161102,0.84616226,0.005683475,0.038167953,0.021535873,0.0049192705,0.030927366,0.0011469758],"about_ca_topic_score_codex":0.0001548024,"about_ca_topic_score_gemma":0.000020618949,"teacher_disagreement_score":0.72821695,"about_ca_system_score_codex":0.00017561483,"about_ca_system_score_gemma":0.00012363186,"threshold_uncertainty_score":0.58121985},"labels":[],"label_agreement":null},{"id":"W4400900655","doi":"10.1055/s-0044-1788286","title":"APOE Polymorphism, Obstructive Sleep Apnea, and Cognitive Function","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Apolipoprotein E; Obstructive sleep apnea; Stroop effect; Polysomnography; Medicine; Internal medicine; Audiology; Cognition; Neuropsychology; Sleep apnea; Montreal Cognitive Assessment; Cardiology; Psychology; Psychiatry; Apnea; Cognitive impairment","score_opus":0.017379799030043247,"score_gpt":0.2981523885364328,"score_spread":0.2807725895063895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400900655","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":[0.9674342,0.0029315262,0.009135283,0.0010510187,0.0014833221,0.00072330213,0.000029298151,0.0002542253,0.016957825],"genre_scores_gemma":[0.99852693,0.000010755073,0.0005015006,0.0002046905,0.00026388335,0.000039168863,0.000008226775,0.000028802753,0.00041605622],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99709123,0.00004309074,0.00021661285,0.000935403,0.0010748687,0.00063876173],"domain_scores_gemma":[0.99868494,0.0001937893,0.000038249862,0.00027835573,0.00038189604,0.00042277528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113379,0.00021496191,0.00022908527,0.00065090094,0.00035496464,0.00023142318,0.00018261265,0.00008239788,0.00032574238],"category_scores_gemma":[0.00047332916,0.00018136168,0.000072249226,0.0019877113,0.0022689614,0.00077589584,0.00024106947,0.00044760935,0.00032773617],"study_design_candidate":"design_other","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":[0.00038937735,0.0000986514,0.014031221,0.00015299588,0.00024333331,0.00025277573,0.0015469745,0.000002388179,0.12402374,0.011845507,0.000047127643,0.8473659],"study_design_scores_gemma":[0.0040391237,0.0022603848,0.7788664,0.00045814543,0.0012234694,0.0015869484,0.0071271085,0.09286499,0.100402795,0.0073101954,0.00272401,0.0011363924],"about_ca_topic_score_codex":0.000039864823,"about_ca_topic_score_gemma":0.0000038954217,"teacher_disagreement_score":0.8462295,"about_ca_system_score_codex":0.00018399533,"about_ca_system_score_gemma":0.00012846918,"threshold_uncertainty_score":0.83600825},"labels":[],"label_agreement":null},{"id":"W4404096806","doi":"10.1183/13993003.congress-2024.pa4473","title":"Diaphragm shortening and EMG activity during Continuous Positive Airway Pressure","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"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 Calgary","funders":"","keywords":"Diaphragm (acoustics); Continuous positive airway pressure; Biomedical engineering; Pressure measurement; Computer science; Acoustics; Anesthesia; Medicine; Engineering; Physics; Mechanical engineering; Vibration","score_opus":0.008372237098346906,"score_gpt":0.263869664961368,"score_spread":0.2554974278630211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404096806","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":[0.99338174,0.00071298564,0.0007623926,0.00022999181,0.00039237045,0.00023639217,0.000005543568,0.00011266959,0.004165899],"genre_scores_gemma":[0.9978395,0.000013735404,0.0002708399,0.00008986719,0.00011253871,0.000009494084,7.3307353e-7,0.000010739534,0.0016525215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987898,0.00001251522,0.000095110845,0.00043446154,0.00035748477,0.0003106411],"domain_scores_gemma":[0.99951094,0.000024134572,0.000021462947,0.00017393642,0.00005932506,0.00021016912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003465083,0.00010851836,0.00015860044,0.00015070588,0.0002018844,0.000118966185,0.000093140356,0.00004320927,0.000064609696],"category_scores_gemma":[0.000045420562,0.00008627675,0.000039689265,0.0003766434,0.0002650661,0.00042155432,0.00009589178,0.00017617998,0.000017553235],"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":[0.00004234875,0.00002665436,0.0071610496,0.00009929462,0.000030067931,0.00036037152,0.0008430867,0.0000029796158,0.94102573,0.0005524261,0.000034448094,0.049821567],"study_design_scores_gemma":[0.0004318568,0.00031916727,0.11296643,0.0003198034,0.00015713877,0.0003185102,0.0003462752,0.006450827,0.8748594,0.000074537944,0.0035097203,0.00024633924],"about_ca_topic_score_codex":0.00001136881,"about_ca_topic_score_gemma":0.000002440187,"teacher_disagreement_score":0.10580538,"about_ca_system_score_codex":0.000029142677,"about_ca_system_score_gemma":0.00011607091,"threshold_uncertainty_score":0.35182637},"labels":[],"label_agreement":null},{"id":"W4404096844","doi":"10.1183/13993003.congress-2024.pa4461","title":"Crural and costal diaphragm activity diverge during REM sleep","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"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 Calgary; McMaster University","funders":"","keywords":"Sleep (system call); Diaphragm (acoustics); Computer science; Physical medicine and rehabilitation; Medicine; Electrical engineering; Engineering","score_opus":0.02754239871265472,"score_gpt":0.3049025077274025,"score_spread":0.2773601090147478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404096844","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":[0.99394727,0.0001814657,0.00021261019,0.0005902748,0.0009436335,0.00021274746,0.000020523188,0.0002097755,0.003681731],"genre_scores_gemma":[0.999264,0.00005708842,0.00002585586,0.00007048816,0.00011183819,0.000022382665,2.5438692e-7,0.000015806738,0.00043230172],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99687636,0.00008279506,0.0001380083,0.000987234,0.0011170822,0.0007985171],"domain_scores_gemma":[0.9989915,0.00026409945,0.000019718986,0.00036482443,0.00004507453,0.00031479434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000569029,0.00017476654,0.000142346,0.0003552936,0.00093303144,0.00074560347,0.000656857,0.00004904435,0.00012317684],"category_scores_gemma":[0.00076458696,0.0001461101,0.000054082084,0.0018493399,0.0015010039,0.0015552277,0.0007180948,0.00036656452,0.0002048022],"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":[0.00003449747,0.00004362165,0.004232536,0.000044374152,0.000003245041,0.00021915624,0.00041160817,0.00002063419,0.9550801,0.002825606,0.000042161584,0.037042487],"study_design_scores_gemma":[0.0002402647,0.000053911812,0.090026736,0.000040308656,0.000007030747,0.00009806948,0.000062940904,0.022032816,0.88616514,0.0004328935,0.0005738847,0.00026600808],"about_ca_topic_score_codex":0.000047358335,"about_ca_topic_score_gemma":0.000010697121,"teacher_disagreement_score":0.085794196,"about_ca_system_score_codex":0.00012320504,"about_ca_system_score_gemma":0.0000866015,"threshold_uncertainty_score":0.71898717},"labels":[],"label_agreement":null},{"id":"W4404096852","doi":"10.1183/13993003.congress-2024.pa4470","title":"Investigating low-pressure AI-enabled PAP therapy without compromising AHI: a win for all OSA patients","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NSCAD University; Dalhousie University","funders":"","keywords":"Computer science; Medicine","score_opus":0.0298637683671357,"score_gpt":0.3466478641621011,"score_spread":0.31678409579496536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404096852","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":[0.9930382,0.00046476003,0.0015459822,0.0011943484,0.00064375316,0.0016821626,0.000022316815,0.00018210175,0.0012264046],"genre_scores_gemma":[0.99298507,0.0000056279514,0.0057339994,0.0007520783,0.00018862211,0.00008431389,0.000016478196,0.000043362463,0.00019047633],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99671984,0.000059173035,0.00031351394,0.00083334796,0.0012563724,0.00081777124],"domain_scores_gemma":[0.9984053,0.00016527643,0.000065793814,0.00046486722,0.0005022995,0.00039649243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011008794,0.00022495093,0.00029350453,0.00032946267,0.00037273378,0.00036567077,0.00047383262,0.000077028235,0.00007259372],"category_scores_gemma":[0.0007845769,0.00017627486,0.000100899255,0.0011791848,0.0010620632,0.0006366799,0.00018857895,0.00040869619,0.00004175091],"study_design_candidate":"bench_or_experimental","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":[0.00023409279,0.00039505638,0.15733284,0.0007925663,0.00026926634,0.000025624327,0.0042616897,0.00010689826,0.74754053,0.0021225486,0.0004311277,0.08648778],"study_design_scores_gemma":[0.010530169,0.0022572225,0.114287615,0.0015074844,0.000256964,0.000041649146,0.0007905006,0.54776865,0.30459702,0.0046007615,0.012272604,0.0010893359],"about_ca_topic_score_codex":0.00004151883,"about_ca_topic_score_gemma":0.0000037053221,"teacher_disagreement_score":0.5476618,"about_ca_system_score_codex":0.0001871412,"about_ca_system_score_gemma":0.00025991813,"threshold_uncertainty_score":0.718828},"labels":[],"label_agreement":null},{"id":"W4405467197","doi":"10.1055/s-0044-1800886","title":"2024 Standardization of Polysomnography Reports – A Consensus of the Brazilian Sleep Association","year":2024,"lang":"en","type":"article","venue":"Sleep Science","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"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 de Montréal; Canadian Sleep & Circadian Network; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Associação Fundo de Incentivo à Pesquisa","keywords":"Polysomnography; Standardization; Delphi method; Sleep medicine; Medicine; Family medicine; Voting; Association (psychology); MEDLINE; Delphi; Psychology; Political science; Computer science; Psychiatry; Insomnia; Artificial intelligence; Sleep disorder","score_opus":0.026774836699210915,"score_gpt":0.39135748030317946,"score_spread":0.3645826436039685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405467197","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":[0.79778445,0.0009746846,0.004777292,0.014994921,0.005833783,0.0015933258,0.000084639614,0.0003305645,0.17362636],"genre_scores_gemma":[0.9985324,0.000024916573,0.00051871827,0.000021863456,0.000046062218,0.000009330848,3.805411e-7,0.0000057365924,0.0008405792],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99645466,0.00018946247,0.000351869,0.00029203336,0.0023823776,0.00032959413],"domain_scores_gemma":[0.99842626,0.00028557464,0.00023006009,0.00035213138,0.00063002226,0.000075977056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073551005,0.00006523463,0.00011770702,0.0003438526,0.0003951457,0.00013339738,0.0005189434,0.00007794473,0.00009257196],"category_scores_gemma":[0.0032067362,0.0000506782,0.00011019867,0.005198503,0.0018088099,0.00022056226,0.0001333383,0.00015972636,0.0000033516817],"study_design_candidate":"bench_or_experimental","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":[0.000045833574,0.00037592955,0.42817456,0.0003163613,0.00022337469,0.00008785219,0.0412992,0.0008793388,0.20576593,0.18990271,0.04401433,0.08891457],"study_design_scores_gemma":[0.000621544,0.00044028083,0.12923874,0.0012655276,0.0002797279,0.00004028879,0.018399682,0.011441142,0.48323733,0.14299051,0.21085833,0.001186899],"about_ca_topic_score_codex":0.0009291182,"about_ca_topic_score_gemma":0.0005186409,"teacher_disagreement_score":0.29893583,"about_ca_system_score_codex":0.00032787386,"about_ca_system_score_gemma":0.00085427705,"threshold_uncertainty_score":0.66646355},"labels":[],"label_agreement":null},{"id":"W4414946360","doi":"10.1055/s-0045-1812690","title":"Optimizing Biomathematical Models of Fatigue for Predicting Performance in Military Operational Environments","year":2025,"lang":"en","type":"article","venue":"Sleep Science","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Operational effectiveness; Key (lock)","score_opus":0.0877331007413058,"score_gpt":0.4278323553108257,"score_spread":0.3400992545695199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414946360","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":[0.95548195,0.0001363301,0.038697876,0.00032886295,0.00033779332,0.00085644686,0.000025968508,0.000011779657,0.0041229706],"genre_scores_gemma":[0.97208345,0.000033372664,0.027148526,0.00032718963,0.00003074189,0.00019775731,0.000010306398,0.0000036955803,0.00016493915],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99848163,0.000038986484,0.0005448707,0.00023045881,0.00031176003,0.0003922816],"domain_scores_gemma":[0.9992787,0.00033449024,0.00007785239,0.00016372821,0.00007534484,0.00006984752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015133796,0.00007612181,0.00014294339,0.00022218615,0.00069850835,0.000002604836,0.00025091533,0.00006011265,0.00002622824],"category_scores_gemma":[0.00018551096,0.00006725017,0.000020786643,0.0004692782,0.00021413517,0.0005368829,0.000091648566,0.00014754363,0.00000673945],"study_design_candidate":"simulation_or_modeling","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":[0.00025514638,0.00024422238,0.8222896,0.0021431034,0.00000915729,2.5990462e-7,0.0077129053,0.11825415,0.0026370734,0.040298898,0.00012774525,0.0060277856],"study_design_scores_gemma":[0.0005358874,0.00004389258,0.097804606,0.0003898763,0.0000026597597,1.2144201e-7,0.00035179622,0.8989024,0.00062824256,0.001168175,0.00011707112,0.00005526806],"about_ca_topic_score_codex":0.00003586938,"about_ca_topic_score_gemma":0.000019669353,"teacher_disagreement_score":0.78064823,"about_ca_system_score_codex":0.00016811812,"about_ca_system_score_gemma":0.0005707563,"threshold_uncertainty_score":0.53724325},"labels":[],"label_agreement":null},{"id":"W4416635794","doi":"10.1183/13993003.congress-2025.oa3304","title":"Effects of nocturnal periodic breathing on sympathetic nerve activity and ventilatory control at high altitude: a randomised, placebo-controlled, crossover study","year":2025,"lang":"","type":"article","venue":"Sleep Science","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"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 British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Ventilation (architecture); Tidal volume; Wakefulness; Control of respiration; Peripheral chemoreceptors; Periodic breathing; Respiratory minute volume; Peripheral; Crossover study","score_opus":0.003182660804848129,"score_gpt":0.23982417980151782,"score_spread":0.2366415189966697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416635794","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":[0.99032795,0.0043077385,0.00037089104,0.000097844255,0.0009966602,0.003368501,0.000020142375,0.000011401971,0.00049886643],"genre_scores_gemma":[0.99875575,0.00015065649,0.000025672916,0.00023889626,0.00010626375,0.00016887765,0.0000015094679,0.000020403026,0.0005319943],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9962312,0.0003488523,0.0006115259,0.0012789308,0.00075366296,0.00077585643],"domain_scores_gemma":[0.99801797,0.00026711842,0.00044285267,0.0007284102,0.00024391018,0.0002997571],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018240424,0.00051955617,0.0010375094,0.0002891976,0.0011024339,0.0002644118,0.0006895435,0.00024552553,0.000023285065],"category_scores_gemma":[0.0004508436,0.00044643765,0.0003441151,0.00041510595,0.0016207226,0.000041336956,0.00053680764,0.00035259887,0.000009677173],"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":[0.056826916,0.0015540156,0.008765044,0.0002697739,0.0006845423,0.0000883113,0.0008648564,0.0004031151,0.9282805,0.00012937213,0.000022932523,0.0021106673],"study_design_scores_gemma":[0.3315473,0.0033223303,0.060789976,0.00039477958,0.0015228222,0.000029365252,0.00015158749,0.0019496679,0.5992756,0.00004787157,0.00020258273,0.0007661612],"about_ca_topic_score_codex":0.000104179184,"about_ca_topic_score_gemma":0.000057293433,"teacher_disagreement_score":0.32900488,"about_ca_system_score_codex":0.0001741118,"about_ca_system_score_gemma":0.0005950016,"threshold_uncertainty_score":0.9997987},"labels":[],"label_agreement":null},{"id":"W7162419276","doi":"10.1055/s-0046-1820212","title":"VALIDAÇÃO DE UM APARELHO INTRA-ORAL PARA O TRATAMENTO DA SÍNDROME DA APNÉIA OBSTRUTIVA DO SONO-SAOS","year":2011,"lang":"en","type":"article","venue":"Sleep Science","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":0,"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 British Columbia","funders":"","keywords":"MEDLINE; Electrodiagnosis","score_opus":0.05378981318772374,"score_gpt":0.3083167262867255,"score_spread":0.2545269130990018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162419276","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":[0.9832216,0.0002214916,0.00047080193,0.0001899364,0.0005691387,0.0003550971,0.000012139875,0.00014519205,0.0148146115],"genre_scores_gemma":[0.9974982,0.00001882728,0.0011633225,0.00094137696,0.00009138089,0.000039612467,0.0000071895483,0.000015639052,0.00022440759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797446,0.00006581243,0.00026012555,0.00056453707,0.00039270628,0.0007423589],"domain_scores_gemma":[0.9987017,0.00004116498,0.00009115666,0.00055002316,0.00009945613,0.0005164971],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053983845,0.00020966149,0.00028184854,0.00019681599,0.00034315747,0.00008542267,0.00043289288,0.00011046959,0.0011802152],"category_scores_gemma":[0.00025647818,0.0001787363,0.000099805664,0.00065264705,0.0013685646,0.0005206114,0.00011122293,0.00026220275,0.00032234343],"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":[0.00025489775,0.0013712842,0.93798804,0.0001071163,0.0001231252,0.00040403174,0.0045284713,0.000009483503,0.031028444,0.007495169,0.0014904628,0.015199467],"study_design_scores_gemma":[0.002240776,0.0015746905,0.9402681,0.00013230628,0.0003095313,0.00081377855,0.0009106744,0.00086468423,0.044362314,0.0042544897,0.0036413404,0.00062728947],"about_ca_topic_score_codex":0.0001524019,"about_ca_topic_score_gemma":0.000009113831,"teacher_disagreement_score":0.014590205,"about_ca_system_score_codex":0.00015267724,"about_ca_system_score_gemma":0.00036622386,"threshold_uncertainty_score":0.99973285},"labels":[],"label_agreement":null}]}