{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":66,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":66,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"615f057ab737","filters":{"venue":"Diabetes Metabolic Syndrome and Obesity"}},"results":[{"id":"W2026686604","doi":"10.2147/dmso.s50789","title":"Islet cell transplantation for the treatment of type 1 diabetes: recent advances and future challenges","year":2014,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Mitacs; University of Alberta; National Institutes of Health; Government of Canada; National Institute of Diabetes and Digestive and Kidney Diseases; Alberta Innovates; Killam Trusts; Alberta Innovates - Health Solutions; Diabetes Research Institute Foundation","keywords":"Transplantation; Medicine; Immunosuppression; Islet; Islet cell transplantation; Diabetes mellitus; Intensive care medicine; Clinical trial; Type 1 diabetes; Insulin; Disease; Internal medicine; Endocrinology","authors":[{"name":"A. M. James Shapiro","is_ca":true},{"name":"Antonio Bruni","is_ca":true},{"name":"Andrew R. Pepper","is_ca":true},{"name":"Boris Gala-López","is_ca":true},{"name":"Nasser Abualhassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0279190798211757,"gpt":0.2833980415046148,"spread":0.2554789616834391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002929492,0.0004518229,0.00246987,0.0001416088,0.0001210406,0.00001805381,0.00008172082,0.000251341,0.00004282612],"category_scores_gemma":[0.00003370344,0.0002549387,0.0003042547,0.0001848789,0.0001216113,0.00006334427,0.00001150528,0.0001066542,0.000006875497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002024499,"about_ca_system_score_gemma":0.00006429545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001908642,"about_ca_topic_score_gemma":0.000001112715,"domain_scores_codex":[0.9984969,0.0001154568,0.0004561057,0.0004354926,0.0001725579,0.0003235056],"domain_scores_gemma":[0.9983845,0.0007198334,0.0002843419,0.0003648312,0.0001016493,0.0001448865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001421869,0.0002098133,0.0009110456,0.0318143,0.0005027955,0.000001058353,0.0001667173,7.316316e-8,0.000003337002,0.0000696787,0.00003857442,0.9662684],"study_design_scores_gemma":[0.0009557076,0.001054302,0.003804426,0.001421314,0.007441414,0.00001011922,0.0000555307,0.00001139451,0.0001166579,0.00004484756,0.9848498,0.000234484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03358357,0.9640089,0.000002934386,0.0001374933,0.000514598,0.001399803,0.0001301904,0.00003074653,0.0001917491],"genre_scores_gemma":[0.0003497093,0.9983656,0.0001421638,0.00007735248,0.0004124411,0.0002554805,0.0002214376,0.00003908518,0.0001367239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848112,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2827247000","doi":"10.2147/dmso.s106797","title":"Depression in people with type 2 diabetes: current perspectives","year":2018,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Management and Education","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario Brain Institute; Heart and Stroke Foundation; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Depression (economics); Distress; Type 2 Diabetes Mellitus; Apathy; Context (archaeology); Type 2 diabetes; Depressive symptoms; Psychiatry; Medicine; Diabetes mellitus; Clinical psychology; Psychology; Anxiety; Cognition; Endocrinology","authors":[{"name":"Lina Darwish","is_ca":true},{"name":"Erika L. Beroncal","is_ca":true},{"name":"Ma. Veronica Sison","is_ca":true},{"name":"Walter Swardfager","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02195449865741093,"gpt":0.3013648545217136,"spread":0.2794103558643027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004758984,0.000587179,0.002488122,0.0006606457,0.000105969,0.00007762194,0.0002035403,0.0002225229,0.0001480762],"category_scores_gemma":[0.0001060073,0.0004166323,0.0002205865,0.001158148,0.0001449406,0.0002138526,0.0001681906,0.0004486114,0.0001651704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009324537,"about_ca_system_score_gemma":0.0002056367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113164,"about_ca_topic_score_gemma":0.000010567,"domain_scores_codex":[0.997562,0.0001378028,0.0004688597,0.000846467,0.0003318691,0.0006529807],"domain_scores_gemma":[0.998656,0.00009575656,0.0002716161,0.0006060813,0.0001336061,0.0002369584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006762926,0.0006506048,0.5282263,0.01755527,0.0004367661,0.000006245278,0.0004760032,4.81385e-8,3.307048e-7,0.0000364343,0.0006282713,0.451977],"study_design_scores_gemma":[0.0004765603,0.0002369352,0.360733,0.01506168,0.002639673,0.000007740713,0.00009982701,0.000009350246,0.000003037058,0.00002917096,0.620199,0.0005039789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3770336,0.6215035,4.144717e-7,0.000009647433,0.0003270233,0.0007917683,0.000007019581,0.00004864181,0.0002784416],"genre_scores_gemma":[0.01487129,0.9838399,0.00009644818,0.00003408705,0.0002836451,0.0001763768,0.0002458807,0.00007456138,0.0003777895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6195707,"threshold_uncertainty_score":0.9998286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151621254","doi":"10.2147/dmso.s33473","title":"Comparison with ancestral diets suggests dense acellular carbohydrates promote an inflammatory microbiota, and may be the primary dietary cause of leptin resistance and obesity","year":2012,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diet and metabolism studies","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Gut flora; Biology; Leptin; Obesity; Insulin resistance; Prebiotic; Glycemic index; Fructose; Sugar; Postprandial; Glucose homeostasis; Endocrinology; Internal medicine; Food science; Medicine; Diabetes mellitus; Glycemic; Biochemistry","authors":[{"name":"Ian Spreadbury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0195581996877466,"gpt":0.2553559814374658,"spread":0.2357977817497192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007139998,0.0004112936,0.001214182,0.0001021233,0.0002989079,0.00004157967,0.0001183867,0.0001342313,0.000005646037],"category_scores_gemma":[0.00003623719,0.0002723557,0.00006892611,0.0002116744,0.0008873578,0.0003967354,0.000176715,0.0002884074,0.000001343745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001329778,"about_ca_system_score_gemma":0.0000526058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006590235,"about_ca_topic_score_gemma":0.0001285878,"domain_scores_codex":[0.9980705,0.0001702112,0.0004067669,0.0004396703,0.0002848262,0.0006279722],"domain_scores_gemma":[0.9987788,0.0001020647,0.000228992,0.0004356043,0.0001091781,0.0003453958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009767483,0.0003763728,0.9682371,0.0006965003,0.0003698978,0.00002216142,0.00285447,2.439372e-7,0.02663271,0.00007363922,0.00007333438,0.0005658748],"study_design_scores_gemma":[0.0009914191,0.0002121343,0.9815317,0.0001931434,0.001087794,0.00003762227,0.0003355604,0.000007120442,0.01283797,0.00002574284,0.0024242,0.0003155952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059135,0.09301336,6.930179e-7,0.000203667,0.0001037077,0.0006035468,0.00003941808,0.00004442739,0.00007766279],"genre_scores_gemma":[0.9955891,0.003132638,0.0007106117,0.0001581496,0.00009901257,0.00002713268,0.00003417166,0.00003287958,0.000216323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08988073,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101460751","doi":"10.2147/dmso.s50642","title":"GABAergic system in the endocrine pancreas: a new target for diabetes treatment","year":2015,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; Canadian Diabetes Association; National Science Foundation","keywords":"Beta cell; Medicine; GABAergic; Pancreas; Islet; Endocrine system; Diabetes mellitus; Internal medicine; Endocrinology; Biology; Receptor","authors":[{"name":"Qinghua Wang","is_ca":true},{"name":"Gérald J. Prud’homme","is_ca":true},{"name":"Yun Wan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04441521942443263,"gpt":0.3024280969500512,"spread":0.2580128775256186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001009977,0.0009259097,0.005302778,0.0004552793,0.0001377176,0.0000960641,0.0002815232,0.0003290171,0.00005007962],"category_scores_gemma":[0.000273488,0.000534253,0.0008581252,0.0006842065,0.0001025062,0.0001152662,0.00007463746,0.0003044289,0.00009750166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241905,"about_ca_system_score_gemma":0.0006203652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008624649,"about_ca_topic_score_gemma":0.000003823414,"domain_scores_codex":[0.9965045,0.0003571816,0.0009319206,0.0008136976,0.0004343027,0.0009583486],"domain_scores_gemma":[0.9974167,0.000706796,0.0003537565,0.0008743946,0.0001040992,0.0005443082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004278166,0.00142596,0.05442814,0.06023691,0.003982741,0.0002056011,0.0004335864,7.653943e-7,0.000007401161,0.001548516,0.006457204,0.8712304],"study_design_scores_gemma":[0.002627806,0.0008034122,0.003823424,0.005820968,0.006433315,0.0001686416,0.00009489877,0.00004263641,0.00001813225,0.0001268696,0.9795278,0.0005121168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07450242,0.920556,0.000002947138,0.00006930383,0.0003732038,0.003477787,0.0002340114,0.0001266887,0.0006576134],"genre_scores_gemma":[0.003213465,0.9914488,0.0005177776,0.0002515738,0.0005986312,0.001683442,0.0007245332,0.0001040861,0.001457736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9730706,"threshold_uncertainty_score":0.9997109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888695189","doi":"10.2147/dmso.s171365","title":"Medications that cause weight gain and alternatives in Canada: a narrative review","year":2018,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Maple Leaf Medical Clinic; York University","funders":"","keywords":"Weight gain; Medicine; Weight loss; Dosing; Narrative review; Pharmacotherapy; Obesity; Adverse effect; Body weight; Intensive care medicine; Psychiatry; Internal medicine","authors":[{"name":"Sean Wharton","is_ca":true},{"name":"Lilian Raiber","is_ca":true},{"name":"Kristin Serodio","is_ca":true},{"name":"Jasmine Lee","is_ca":true},{"name":"Rebecca Christensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03532719393719048,"gpt":0.3302639495937812,"spread":0.2949367556565908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005007232,0.0005244778,0.003162143,0.0002271992,0.0001518287,0.00001059755,0.0001618532,0.0001885058,0.0001804963],"category_scores_gemma":[0.00009150578,0.0003790864,0.0001622461,0.0003470109,0.0002568597,0.0001001142,0.0001407604,0.0004502103,0.00002109889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581636,"about_ca_system_score_gemma":0.001422875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0220388,"about_ca_topic_score_gemma":0.04630054,"domain_scores_codex":[0.9976904,0.0004109913,0.0005337939,0.0006402308,0.0002788268,0.0004457881],"domain_scores_gemma":[0.9986231,0.000275794,0.000304083,0.0003656819,0.00005710847,0.0003741702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001950485,0.001524949,0.3463308,0.1673464,0.01404469,0.002698049,0.003193634,3.418545e-8,0.000001264701,0.0003261025,0.020611,0.4439036],"study_design_scores_gemma":[0.0009640675,0.0001075188,0.1387853,0.04563818,0.01011966,0.0004779665,0.00007224237,0.000003581714,0.00001450794,0.00005665654,0.8032263,0.000534012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08496495,0.912907,3.586106e-7,0.0003175524,0.0002230362,0.001362791,0.00009072173,0.00001907776,0.0001145107],"genre_scores_gemma":[0.002182173,0.9958621,0.00004742103,0.001051799,0.00009104299,0.0003251078,0.0001682218,0.00002745947,0.0002447107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7826153,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967399900","doi":"10.2147/dmso.s209711","title":"<p>Association of diabetes knowledge with glycemic control and self-care practices among Pakistani people with type 2 diabetes mellitus</p>","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Management and Education","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"Universiti Malaya; Monash University","keywords":"Glycemic; Medicine; Glycated hemoglobin; Diabetes mellitus; Type 2 Diabetes Mellitus; Internal medicine; Disease; Type 2 diabetes; Cross-sectional study; Confidence interval; Gerontology; Endocrinology; Pathology","authors":[{"name":"Allah Bukhsh","is_ca":false},{"name":"Tahir Mehmood Khan","is_ca":false},{"name":"Muhammad Sarfraz Nawaz","is_ca":false},{"name":"Hafiz Sajjad Ahmed","is_ca":false},{"name":"Kok‐Gan Chan","is_ca":false},{"name":"Bey Hing Goh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003996405547734834,"gpt":0.21586587549188,"spread":0.2118694699441451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006973704,0.0004634641,0.001289053,0.0003054888,0.0001611223,0.0001292971,0.0001658683,0.000209512,0.00008403546],"category_scores_gemma":[0.0002214125,0.0003627591,0.0000928123,0.0007605165,0.0001283792,0.0007059858,0.00008679381,0.0002294251,0.00005003838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000953694,"about_ca_system_score_gemma":0.0001533429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002068045,"about_ca_topic_score_gemma":0.0001279171,"domain_scores_codex":[0.9974501,0.0001609835,0.0004455662,0.0006774453,0.000515323,0.0007506062],"domain_scores_gemma":[0.9972616,0.00051275,0.0008833177,0.0005148367,0.0005605598,0.0002668868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008390959,0.0005038776,0.9908658,0.001811311,0.001197936,0.000001365372,0.001804202,0.000002103588,0.002647652,0.0001889932,0.0001420643,0.0007508248],"study_design_scores_gemma":[0.003729756,0.001509046,0.9842716,0.0004525407,0.002518314,0.000001368176,0.0005410018,0.0003471515,0.001568925,0.00003992673,0.004567922,0.0004524268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740787,0.02302767,0.000001378419,0.0001320631,0.0002616605,0.001238645,0.00002681224,0.0001349836,0.001098044],"genre_scores_gemma":[0.9975679,0.001138485,0.0002925814,0.0001191958,0.0001028521,0.00007813311,0.0001306526,0.00006415485,0.0005060813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02348912,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599844136","doi":"10.2147/dmso.s95296","title":"Early-life chemical exposures and risk of metabolic syndrome","year":2017,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Birth, Development, and Health","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Metabolic syndrome; Environmental health; Medicine; Internal medicine; Obesity","authors":[{"name":"Nicole E. De Long","is_ca":true},{"name":"Alison C. Holloway","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04279616335766417,"gpt":0.3120813533413692,"spread":0.269285189983705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001286293,0.0009103693,0.007630725,0.0005029458,0.0003324672,0.00008464833,0.000411169,0.0008386226,0.00008316975],"category_scores_gemma":[0.0005137122,0.000701461,0.0006552565,0.0002937693,0.0005324935,0.0001887503,0.0003646331,0.001007778,0.00006414193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000218203,"about_ca_system_score_gemma":0.0005755648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730851,"about_ca_topic_score_gemma":0.000005982669,"domain_scores_codex":[0.9959143,0.0002936748,0.001325826,0.001008882,0.0005724981,0.0008848132],"domain_scores_gemma":[0.9962791,0.0002164693,0.001225845,0.001155051,0.0001382768,0.0009852377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001916401,0.0004853221,0.4521236,0.05095697,0.005405726,0.0001687593,0.0003379102,7.314913e-9,0.00000937973,0.004920116,0.000198673,0.4853744],"study_design_scores_gemma":[0.0009824309,0.0001509958,0.6830885,0.005280252,0.007754924,0.0005648031,0.000009515464,8.82236e-7,0.00002527961,0.0006207456,0.3008892,0.0006325555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4496433,0.5490777,5.525036e-7,0.00001208122,0.0001651582,0.0007071268,0.0001419673,0.00003907034,0.0002130949],"genre_scores_gemma":[0.0336451,0.9651982,0.0004684137,0.00008736972,0.0001611826,0.0001083998,0.0001297075,0.00009493309,0.0001067033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4847419,"threshold_uncertainty_score":0.9995437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089775108","doi":"10.2147/dmso.s46674","title":"Elevated body mass index as a risk factor for chronic kidney disease: current perspectives","year":2014,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Body mass index; Kidney disease; Risk factor; Index (typography); Medicine; Current (fluid); Factor (programming language); Internal medicine; Computer science; Engineering","authors":[{"name":"Jocelyn S. Garland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01540533574368754,"gpt":0.3060145131554056,"spread":0.2906091774117181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004642789,0.001260633,0.004955849,0.0005545944,0.0003380203,0.0001378325,0.0003832766,0.0004726526,0.0007216272],"category_scores_gemma":[0.001770307,0.0009966021,0.00181984,0.0005457604,0.0002889263,0.0001860017,0.0001882257,0.0008349989,0.0002277787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510101,"about_ca_system_score_gemma":0.003155355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735273,"about_ca_topic_score_gemma":9.191284e-7,"domain_scores_codex":[0.9953358,0.000322593,0.0009439709,0.001543901,0.0005883697,0.001265355],"domain_scores_gemma":[0.9949108,0.0004111487,0.0006735508,0.001169775,0.000241798,0.002592909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006771213,0.001222389,0.06184965,0.1314119,0.004964149,0.00003996367,0.0001181105,2.004109e-7,0.00000790614,0.0005871878,0.002112641,0.7976182],"study_design_scores_gemma":[0.002385793,0.0003216376,0.04705602,0.01226173,0.01414419,0.0000126567,0.00001439771,0.0001419713,0.000008595468,0.0004233813,0.9221773,0.001052361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0298366,0.9606724,0.00003073757,0.00004690602,0.0005465705,0.003474471,0.00511487,0.0002323016,0.00004515727],"genre_scores_gemma":[0.01872995,0.9773119,0.00003294681,0.0001286188,0.00095491,0.0008367601,0.00145039,0.0001876007,0.000366937],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9200646,"threshold_uncertainty_score":0.9992484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922340172","doi":"10.2147/dmso.s198744","title":"<p>Dietary patterns in relation to hepatic fibrosis among patients with nonalcoholic fatty liver disease</p>","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Mashhad University of Medical Sciences","keywords":"Nonalcoholic fatty liver disease; Medicine; Fibrosis; Hepatic fibrosis; Internal medicine; Odds ratio; Fatty liver; Gastroenterology; Risk factor; Disease; Physiology","authors":[{"name":"Davood Soleimani","is_ca":false},{"name":"Golnaz Ranjbar","is_ca":false},{"name":"Reza Rezvani","is_ca":true},{"name":"Ladan Goshayeshi","is_ca":false},{"name":"Farkhondeh Razmpour","is_ca":false},{"name":"Mohsen Nematy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006385069973322439,"gpt":0.1988111013822554,"spread":0.192426031408933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012835,0.0003709962,0.0007546009,0.0002755006,0.00008963917,0.00004438692,0.0001048473,0.00009411306,0.0002632678],"category_scores_gemma":[0.0000361315,0.000289785,0.00015472,0.0003621939,0.00005250097,0.0003401572,0.000109591,0.0001208191,0.0002307072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008159539,"about_ca_system_score_gemma":0.00005594793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583263,"about_ca_topic_score_gemma":0.000103996,"domain_scores_codex":[0.9979051,0.00009081798,0.0003348481,0.0006533415,0.000514265,0.0005016511],"domain_scores_gemma":[0.9985664,0.0001103352,0.0001089202,0.0005037344,0.00009761062,0.0006129917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009266534,0.001323217,0.9961844,0.0003255375,0.000282842,0.00005706983,0.0002383446,0.00001633323,0.00005931468,0.00003511108,0.00004098653,0.001344161],"study_design_scores_gemma":[0.002674819,0.0003790698,0.9945283,0.000704403,0.0008165033,0.000001285059,0.000006469837,0.0002494624,0.0001145227,0.00002299905,0.0001604015,0.0003417581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950972,0.002749852,0.000002693718,0.00008703069,0.0001076662,0.001609592,0.0002121017,0.00005101667,0.00008285516],"genre_scores_gemma":[0.9981623,0.0004787951,0.000102669,0.0004225005,0.00003500852,0.0001918653,0.0004590037,0.00004175716,0.0001061163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003065092,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995301420","doi":"10.2147/dmso.s24825","title":"Guidelines in the management of diabetic nerve pain clinical utility of pregabalin","year":2013,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Pregabalin; Neuropathic pain; Diabetic neuropathy; Peripheral neuropathy; Diabetes mellitus; Nociception; Depression (economics); Disease; Chronic pain; Physical therapy; Intensive care medicine; Anesthesia; Internal medicine","authors":[{"name":"Aaron Vinik","is_ca":false},{"name":"Casellini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03353675662736429,"gpt":0.3106981790286123,"spread":0.277161422401248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003022037,0.0001558785,0.0007132773,0.00007317914,0.00002892099,0.00000782139,0.0001423942,0.00008632174,0.0001158438],"category_scores_gemma":[0.000130067,0.00009625392,0.0001571258,0.0002361186,0.0001190318,0.0000627574,0.00007495243,0.0001088626,0.000009856691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000380194,"about_ca_system_score_gemma":0.00001534509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355838,"about_ca_topic_score_gemma":0.000004350623,"domain_scores_codex":[0.9981734,0.0003683275,0.0006974559,0.0002542225,0.000263673,0.0002429584],"domain_scores_gemma":[0.9990047,0.0002003019,0.0001552119,0.0004499726,0.0001053854,0.00008440098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006026854,0.0006555344,0.9587425,0.0003512744,0.0002868444,0.00001710585,0.00006439243,1.915193e-7,0.00008350521,0.0003815987,0.0001208138,0.0392902],"study_design_scores_gemma":[0.001082402,0.0002071138,0.9941313,0.0002234297,0.0003190267,0.000003505038,0.0001418031,0.0006151237,0.0008236167,0.002163638,0.0002129344,0.00007609503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944722,0.004058057,0.00003462072,0.0002541739,0.00005846046,0.0007848677,0.000009904322,0.00001116762,0.0003165509],"genre_scores_gemma":[0.9964477,0.0005243958,0.002527944,0.0002946797,0.00001642467,0.00006579902,0.00001101994,0.000008430305,0.0001035534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03921411,"threshold_uncertainty_score":0.3925121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994397317","doi":"10.2147/dmso.s29244","title":"Negative association of acetate with visceral adipose tissue and insulin levels","year":2012,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; Endocrine Fellows Foundation","keywords":"Internal medicine; Endocrinology; Adipose tissue; Insulin; Population; Type 2 diabetes; Obesity; Diabetes mellitus; Medicine; Body mass index; Glucose tolerance test; Insulin resistance","authors":[{"name":"Brian T. Layden","is_ca":false},{"name":"Yalamanchi","is_ca":false},{"name":"Wolever","is_ca":true},{"name":"Dunaif","is_ca":false},{"name":"Löwe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007372922831509007,"gpt":0.2328010151152946,"spread":0.2254280922837856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002832111,0.0001250155,0.0002747146,0.000035478,0.00006990352,0.00001160056,0.0000473236,0.000111561,0.00001272575],"category_scores_gemma":[0.00003694136,0.0001035978,0.00002273402,0.00007386279,0.00006007886,0.00001452652,0.00005935156,0.00006888231,0.0000038555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006957311,"about_ca_system_score_gemma":0.00002742085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003689314,"about_ca_topic_score_gemma":0.0000201794,"domain_scores_codex":[0.9992579,0.00007032745,0.0001382789,0.0001720699,0.0000745907,0.0002868283],"domain_scores_gemma":[0.9995673,0.00001679827,0.0001211551,0.0001183416,0.00005829342,0.0001181198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001357075,0.0000816117,0.7996557,0.00006466651,0.0001439067,4.099122e-7,0.0003277964,5.056414e-7,0.197529,0.0000658511,0.00006906688,0.002047877],"study_design_scores_gemma":[0.0005138909,0.000159832,0.8552974,0.00001265305,0.00006916618,0.000008901131,0.00002259393,0.000002098959,0.1408257,0.00002675805,0.002946314,0.0001147442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99169,0.007886549,0.00001383668,0.00006018819,0.00005170852,0.0001528572,0.00005746481,0.000005669455,0.00008167075],"genre_scores_gemma":[0.9984233,0.000523756,0.00053183,0.000145314,0.00005554938,0.000005810651,0.00002630823,0.00001097387,0.0002771393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05670331,"threshold_uncertainty_score":0.4224596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009382148","doi":"10.2147/dmso.s35115","title":"The association between obesity, cardiometabolic disease biomarkers, and innate immunity-related inflammation in Canadian adults","year":2012,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Body mass index; Medicine; Obesity; Overweight; Internal medicine; Population; Cholesterol; Vitamin D and neurology; Gerontology; Demography; Immunology; Environmental health","authors":[{"name":"Alaa Badawi","is_ca":false},{"name":"DaCosta","is_ca":false},{"name":"Arora","is_ca":false},{"name":"Garcia-Bailo","is_ca":false},{"name":"Mohamed A. Karmali","is_ca":false},{"name":"Ahmed El‐Sohemy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006314455908959464,"gpt":0.2192223643084147,"spread":0.2129079083994552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002140322,0.0003326447,0.0007583602,0.0005958802,0.0005407488,0.0001057619,0.0001455527,0.00021091,0.00002099326],"category_scores_gemma":[0.0009509651,0.000269407,0.0001340856,0.0008703195,0.0001500687,0.0006346115,0.00009970782,0.0002917812,0.00003268739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499615,"about_ca_system_score_gemma":0.0002670344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02319323,"about_ca_topic_score_gemma":0.006242415,"domain_scores_codex":[0.9972849,0.0003564094,0.0005913703,0.0003163205,0.0004362818,0.001014709],"domain_scores_gemma":[0.9976618,0.0002547869,0.0002455844,0.0004222143,0.0001609895,0.001254674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002188523,0.00005704478,0.98359,0.0001156601,0.0004707105,0.000006285472,0.0004750993,7.216855e-7,0.00004398365,0.0007818241,0.00003332931,0.01440345],"study_design_scores_gemma":[0.001390079,0.00001962823,0.9763753,0.0001083885,0.0009924169,0.000008220391,0.0001058497,0.00008514596,0.0001540836,0.0003004559,0.02017728,0.0002831021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621079,0.03569319,6.650453e-7,0.0005277325,0.0003070261,0.000796032,0.0001005482,0.0000668846,0.0004000228],"genre_scores_gemma":[0.9946883,0.004332248,0.00002076775,0.00010201,0.0002726045,0.00006884051,0.0002730522,0.00003142145,0.0002107006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03258045,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379143227","doi":"10.2147/dmso.s370050","title":"Painful Diabetic Peripheral Neuropathy: Practical Guidance and Challenges for Clinical Management","year":2023,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council","keywords":"Medicine; Duloxetine; Pregabalin; Intensive care medicine; Quality of life (healthcare); Diabetes mellitus; Depression (economics); Migraine treatment; Mood; Physical therapy; Migraine; Alternative medicine; Psychiatry; Nursing","authors":[{"name":"Frank Preston","is_ca":false},{"name":"David R. Riley","is_ca":false},{"name":"Shazli Azmi","is_ca":false},{"name":"Uazman Alam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1657880959554817,"gpt":0.4020261033797115,"spread":0.2362380074242298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001765943,0.0006143961,0.003335752,0.0001845628,0.0001612097,0.00005967405,0.0001243442,0.0003709273,0.00001323008],"category_scores_gemma":[0.0003745725,0.0004680737,0.000547602,0.000193398,0.0001384077,0.00008704019,0.0002441986,0.0003560472,0.0000498938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002710503,"about_ca_system_score_gemma":0.00007735153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001816917,"about_ca_topic_score_gemma":9.215971e-7,"domain_scores_codex":[0.9967979,0.0004164221,0.0008176524,0.001042016,0.0002878399,0.0006382189],"domain_scores_gemma":[0.9978901,0.0007675745,0.000296514,0.0005763708,0.00005773985,0.0004116976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009576549,0.0004447437,0.004975651,0.04209463,0.002011505,0.0004599175,0.00002715068,7.426016e-9,7.946742e-8,0.002061118,0.0001125823,0.947803],"study_design_scores_gemma":[0.001341142,0.0005993528,0.07463857,0.005724669,0.008319002,0.0001474092,0.00002349253,0.00003617229,4.581586e-7,0.0006258291,0.9080654,0.0004784742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0110348,0.9856773,0.00001990251,0.0002113291,0.0003984996,0.00235229,0.00007151334,0.0001309884,0.0001033845],"genre_scores_gemma":[0.0002269561,0.9955857,0.002211432,0.0002053392,0.0002170923,0.0006811261,0.00009023603,0.0001174119,0.0006646864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9473246,"threshold_uncertainty_score":0.9997771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996209037","doi":"10.2147/dmso.s18435","title":"Diet-induced metabolic hamster model of nonalcoholic fatty liver disease","year":2011,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Endocrinology; Internal medicine; Nonalcoholic fatty liver disease; Fatty liver; Metabolic syndrome; Dyslipidemia; Cholesterol; Hyperlipidemia; Biology; Obesity; Medicine; Diabetes mellitus; Disease","authors":[{"name":"Satya Prakash","is_ca":true},{"name":"Jasmine Bhathena","is_ca":true},{"name":"A Urbańska","is_ca":true},{"name":"Arun Kulamarva","is_ca":true},{"name":"Meenakshi Malhotra","is_ca":true},{"name":"Christopher Martoni","is_ca":true},{"name":"Arghya Paul","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0425877155612517,"gpt":0.23874319560062,"spread":0.1961554800393683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001782361,0.0003796974,0.001021796,0.0001996414,0.0001081811,0.00001800908,0.0001486456,0.0001062988,0.0002625516],"category_scores_gemma":[0.00003948352,0.0002983874,0.0003762743,0.000223919,0.0001478843,0.0002437865,0.0001508337,0.0001363899,0.0000723781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001534447,"about_ca_system_score_gemma":0.0001074232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001373801,"about_ca_topic_score_gemma":0.00000453818,"domain_scores_codex":[0.9981189,0.00006693914,0.0003946083,0.0005397892,0.000388124,0.0004915973],"domain_scores_gemma":[0.9982909,0.00004211706,0.000145418,0.0006258636,0.0001401006,0.0007555804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377727,0.002166661,0.9905722,0.0002414531,0.0008716651,0.00009395676,0.0004559177,0.000001513401,0.0006028299,0.002737616,0.00002407876,0.002094377],"study_design_scores_gemma":[0.001584003,0.0002135216,0.9809862,0.0001015503,0.002825647,0.00000669166,0.00001953763,0.001005918,0.01209335,0.0007961013,0.00008310981,0.000284347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984253,0.01424145,0.00001470285,0.00004785809,0.00009244952,0.0006405993,0.0001624645,0.00006207101,0.0004853637],"genre_scores_gemma":[0.9967258,0.001721798,0.0006532933,0.0005364025,0.00004701608,0.0001319411,0.00004890179,0.00003988877,0.00009499069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01251965,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976733073","doi":"10.2147/dmso.s32951","title":"Evidence for the benefit of exercise therapy in patients with type 2 diabetes","year":2013,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Type 2 diabetes; Aerobic exercise; Medicine; Glycated hemoglobin; Glycemic; Diabetes mellitus; Psychological intervention; Resistance training; Physical therapy; Insulin resistance; Intensive care medicine; Internal medicine; Endocrinology; Psychiatry","authors":[{"name":"Kenneth Madden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01741791063438971,"gpt":0.2280184039755723,"spread":0.2106004933411826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799431,0.0002324154,0.0008839935,0.000127021,0.00008512693,0.00003428545,0.0001703167,0.00009231264,0.00007502646],"category_scores_gemma":[0.000138171,0.0001374237,0.0001823503,0.0003761642,0.0001596036,0.000255377,0.0000502368,0.0001292907,0.00001303159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001114965,"about_ca_system_score_gemma":0.00003456034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008216175,"about_ca_topic_score_gemma":0.00002220839,"domain_scores_codex":[0.9985808,0.00003699911,0.0002852684,0.0003278522,0.0003481792,0.0004209055],"domain_scores_gemma":[0.9986696,0.0002358741,0.0001063895,0.0005602211,0.0003070461,0.0001208326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004653676,0.0001855114,0.8069091,0.0001559324,0.0002800635,3.513005e-7,0.00009275992,0.000003265465,0.00004659388,0.000009334815,0.00004702062,0.1922235],"study_design_scores_gemma":[0.002273466,0.0006836075,0.992395,0.0005381917,0.0003442607,4.268476e-7,0.00002499124,0.00006349332,0.002766951,0.0001872409,0.000546663,0.00017574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420545,0.05550881,0.000003181296,0.00009064677,0.00010493,0.002186366,0.00001100539,0.00002339766,0.0000171822],"genre_scores_gemma":[0.9956,0.00352668,0.0002735728,0.0001473848,0.00003805102,0.0003010898,0.00001634813,0.00003104065,0.00006581264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1920477,"threshold_uncertainty_score":0.5603977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907075655","doi":"10.2147/dmso.s187268","title":"Effects of omega-3 polyunsaturated fatty-acid supplementation on neuropathic pain symptoms and sphingosine levels in Mexican-Americans with type 2 diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of General Medical Sciences; National Institutes of Health; Loma Linda University","keywords":"Medicine; Neuropathic pain; Polyunsaturated fatty acid; Docosahexaenoic acid; Eicosapentaenoic acid; Internal medicine; McGill Pain Questionnaire; Visual analogue scale; Diabetes mellitus; Type 2 diabetes; Gastroenterology; Fatty acid; Endocrinology; Anesthesia; Biochemistry; Chemistry","authors":[{"name":"Alfonso Duran","is_ca":false},{"name":"Lorena Salto","is_ca":false},{"name":"Justin Câmara","is_ca":false},{"name":"Anamika Basu","is_ca":false},{"name":"Ivette Paquien","is_ca":false},{"name":"W. Lawrence Beeson","is_ca":false},{"name":"Anthony Firek","is_ca":false},{"name":"Zaida Cordero‐MacIntyre","is_ca":false},{"name":"Marino De León","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009226652414185297,"gpt":0.2501461692509048,"spread":0.2409195168367195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118611,0.0002723307,0.0007079902,0.0003379187,0.0001076566,0.0000497252,0.0001273285,0.00008987437,0.00002945142],"category_scores_gemma":[0.0002415193,0.0002202154,0.00003698446,0.0007522876,0.0001837569,0.0002170255,0.00005024578,0.0003330317,0.00001146952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000317981,"about_ca_system_score_gemma":0.00004189966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002101312,"about_ca_topic_score_gemma":0.00003578075,"domain_scores_codex":[0.9974955,0.0007456616,0.0003086477,0.0004537601,0.0003542049,0.0006422345],"domain_scores_gemma":[0.998747,0.0005839777,0.0001473381,0.0002426237,0.00007350716,0.0002055472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140802,0.0001864153,0.8103288,0.0007193927,0.00005128565,0.000009027714,0.0003348224,0.000004857114,0.1767434,0.00004166691,0.00001593742,0.01145034],"study_design_scores_gemma":[0.001354881,0.001991206,0.7752163,0.0002782714,0.00004173921,0.000002591521,0.00004851094,0.0005282023,0.2202202,0.00005366422,0.00007038253,0.0001940865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958688,0.002705775,0.00001542065,0.0003865196,0.0001659957,0.0007639262,0.00003330072,0.00004030925,0.00001994386],"genre_scores_gemma":[0.9986632,0.000200275,0.00027465,0.0007311301,0.00002416405,0.00002139835,0.00004025106,0.0000343519,0.00001052515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04347685,"threshold_uncertainty_score":0.8980123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970857611","doi":"10.2147/dmso.s202193","title":"<p>Prevalence and identification of type 1 diabetes in Chinese adults with newly diagnosed diabetes</p>","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Peking University People's Hospital; Peking Union Medical College Hospital; Peking University; Peking Union Medical College; China Medical University","keywords":"Type 2 diabetes; Medicine; Diabetes mellitus; Identification (biology); Internal medicine; Endocrinology; Biology","authors":[{"name":"Xiao‐Han Tang","is_ca":true},{"name":"Xiang Yan","is_ca":true},{"name":"Hou‐De Zhou","is_ca":false},{"name":"Xilin Yang","is_ca":false},{"name":"Xiaohong Niu","is_ca":false},{"name":"Jing Liu","is_ca":false},{"name":"Qiuhe Ji","is_ca":false},{"name":"Linong Ji","is_ca":false},{"name":"Xia Li","is_ca":true},{"name":"Zhiguang Zhou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002538371648576049,"gpt":0.1932228439878137,"spread":0.1906844723392377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004634759,0.0003488782,0.0006440535,0.0001489732,0.00006870749,0.00005345016,0.0002476475,0.0002195429,0.00002737158],"category_scores_gemma":[0.0002144714,0.0002995069,0.00008556749,0.000452108,0.0001704957,0.00004506769,0.0001610142,0.0001163218,0.00001417493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008734809,"about_ca_system_score_gemma":0.00004992551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001206518,"about_ca_topic_score_gemma":0.00006683638,"domain_scores_codex":[0.9979836,0.0001134601,0.0004331354,0.0006762185,0.0002413185,0.0005522738],"domain_scores_gemma":[0.998888,0.00008579097,0.0002670661,0.0004760617,0.0001386329,0.0001444141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001869223,0.0001781683,0.8487335,0.0003335659,0.000120557,0.000001094384,0.00007663125,0.00001798922,0.1492448,0.00003508609,0.00002961716,0.001210336],"study_design_scores_gemma":[0.001799357,0.0003827612,0.9788654,0.0001810677,0.00009344474,7.026856e-7,0.00002476869,0.0003905314,0.01733555,0.0001007678,0.0004348284,0.0003908494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783334,0.02079987,9.687417e-7,0.00003627683,0.0001461271,0.0004821726,0.00007747925,0.00002023832,0.0001034389],"genre_scores_gemma":[0.9958192,0.003551295,0.00006107714,0.0001124239,0.00003192799,0.00004345412,0.0001508954,0.00003760352,0.0001921488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319092,"threshold_uncertainty_score":0.9999457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023383219","doi":"10.2147/dmso.s249385","title":"<p>Prevalence and Associated Factors of Anxiety and Depression Among Patients with Type 2 Diabetes in Kerman, Southern Iran</p>","year":2020,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Management and Education","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Diabetes mellitus; Logistic regression; Confounding; Univariate analysis; Type 2 diabetes; Internal medicine; Cross-sectional study; Beck Depression Inventory; Beck Anxiety Inventory; Psychiatry; Endocrinology; Multivariate analysis","authors":[{"name":"Tania Dehesh","is_ca":false},{"name":"Paria Dehesh","is_ca":false},{"name":"Shahla Shojaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009148104376845519,"gpt":0.2039095314025211,"spread":0.1947614270256756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452561,0.0002589221,0.0006498467,0.0001384526,0.0000763627,0.00003514764,0.0000851975,0.0001196278,0.00004005549],"category_scores_gemma":[0.0002506277,0.000203761,0.00004066668,0.0004262959,0.0001580632,0.000260653,0.0001192199,0.0001387251,0.000003923994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001333471,"about_ca_system_score_gemma":0.00001927273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001858279,"about_ca_topic_score_gemma":0.00002147605,"domain_scores_codex":[0.9985493,0.00007832559,0.0002916282,0.0004315942,0.0002899131,0.0003592025],"domain_scores_gemma":[0.9992092,0.00007984303,0.000185741,0.0001846159,0.0001037471,0.0002369158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001945194,0.0002137379,0.9954914,0.0005361318,0.0001304424,9.91006e-7,0.001115325,7.454665e-7,0.00100559,0.000004985347,0.00004401478,0.00143718],"study_design_scores_gemma":[0.001385262,0.0002143189,0.996267,0.0003201547,0.0003792303,1.366966e-7,0.00006901984,0.0002415984,0.0007558988,0.00002247024,0.0001269332,0.0002180131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953493,0.003874508,3.93642e-7,0.00003616011,0.00007671953,0.0004792278,0.00003634903,0.00004310552,0.0001041744],"genre_scores_gemma":[0.9989401,0.0006678099,0.00003462817,0.0001170179,0.00002263833,0.00001093938,0.0001036871,0.00002631851,0.00007687887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359072,"threshold_uncertainty_score":0.8309132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964429032","doi":"10.2147/dmso.s206981","title":"<p>The association between omentin and diabetes: a systematic review and meta-analysis of observational studies</p>","year":2019,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Adipokines, Inflammation, and Metabolic Diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Diabetes mellitus; Cochrane Library; Meta-analysis; Internal medicine; Scopus; Systematic review; Impaired glucose tolerance; Population; Type 2 Diabetes Mellitus; Type 2 diabetes; MEDLINE; Web of science; Endocrinology; Environmental health","authors":[{"name":"Atefeh As ́habi","is_ca":false},{"name":"Malihe Sadeghi","is_ca":false},{"name":"Arman Arab","is_ca":false},{"name":"Hossein Hajianfar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09129824213510615,"gpt":0.3290686640583109,"spread":0.2377704219232047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.003694143,0.0008419732,0.01748678,0.0006166294,0.0002111402,0.0000747995,0.0002691054,0.0003201668,0.00008685622],"category_scores_gemma":[0.002386842,0.0005048125,0.002091795,0.001625238,0.0002013045,0.000252332,0.0002350811,0.0002606318,0.0000182376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008520317,"about_ca_system_score_gemma":0.0002633187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003087298,"about_ca_topic_score_gemma":0.000005921929,"domain_scores_codex":[0.9945302,0.0009494238,0.002244056,0.0008030682,0.0009426839,0.0005305767],"domain_scores_gemma":[0.9933694,0.002361508,0.002487927,0.0009246693,0.0005797049,0.000276775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[7.226088e-7,0.00007608673,0.02660393,0.638773,0.3327173,0.000001539199,0.00009104617,1.432126e-7,8.041513e-7,0.000344472,0.0001741276,0.001216869],"study_design_scores_gemma":[0.0002496637,0.0000387293,0.08537206,0.01525867,0.8364905,0.000004546742,0.000008455461,0.000005374085,8.190311e-7,0.00004649462,0.06214958,0.0003750723],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03376275,0.9612057,0.00000119924,0.0001757234,0.00008033502,0.003827868,0.0008637709,0.00003859791,0.00004405526],"genre_scores_gemma":[0.001415503,0.9944087,0.00005667407,0.0004697543,0.0000875132,0.0007214915,0.0007559686,0.00005221348,0.002032166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6235144,"threshold_uncertainty_score":0.9997404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999248438","doi":"10.2147/dmso.s60569","title":"Relationship between insulin resistance and plasma vitamin D in adults","year":2014,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Public Health Ontario; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Insulin resistance; Glycemic; Medicine; Internal medicine; Vitamin; Vitamin D and neurology; Type 2 Diabetes Mellitus; Diabetes mellitus; Endocrinology; Insulin; Type 2 diabetes","authors":[{"name":"Alaa Badawi","is_ca":true},{"name":"Suzan Sayegh","is_ca":false},{"name":"Eman Sadoun","is_ca":false},{"name":"Mohamed H. Al‐Thani","is_ca":false},{"name":"Paul Arora","is_ca":true},{"name":"Pierre S. Haddad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01481096500916962,"gpt":0.2550555060169442,"spread":0.2402445410077745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008172786,0.000184104,0.0006347468,0.0002537201,0.0001506286,0.00002304375,0.0000771159,0.000119098,0.000007242762],"category_scores_gemma":[0.001525526,0.000157865,0.0000402457,0.0003710622,0.0002250487,0.0001322381,0.0001295912,0.000311767,0.00002277948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002048328,"about_ca_system_score_gemma":0.0000221384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003015989,"about_ca_topic_score_gemma":0.00007766308,"domain_scores_codex":[0.9985102,0.0001510366,0.0002814165,0.0003844023,0.0002705763,0.0004023585],"domain_scores_gemma":[0.9987149,0.000691971,0.00005885545,0.000266195,0.00005744076,0.0002106637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001379703,0.00005432178,0.9961302,0.0003885797,0.00003351579,0.00001145369,0.0003001802,9.202923e-8,0.0000302015,0.0004875299,0.00007182625,0.002478313],"study_design_scores_gemma":[0.002025718,0.0001110625,0.9949711,0.0003158346,0.00006866338,0.000006186751,0.000061874,0.00004583018,0.0002569088,0.0008521384,0.001128608,0.000156095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993264,0.005145164,0.00000462664,0.0005273289,0.0000346521,0.0003245627,0.00001732875,0.00004021213,0.0006420831],"genre_scores_gemma":[0.9983861,0.0003770225,0.000489301,0.00006849129,0.00006653748,0.0000358103,0.00001796686,0.00001675159,0.0005420494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005122028,"threshold_uncertainty_score":0.643755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909378566","doi":"10.2147/dmso.s180781","title":"Different risk factors for cognitive impairment among community-dwelling elderly, with impaired fasting glucose or diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Impaired fasting glucose; Medicine; Diabetes mellitus; Internal medicine; Population; Glycemic; Risk factor; Impaired glucose tolerance; Logistic regression; Montreal Cognitive Assessment; Depression (economics); Gerontology; Dementia; Type 2 diabetes; Endocrinology; Environmental health; Disease","authors":[{"name":"Shuangling Xiu","is_ca":false},{"name":"Zheng Zheng","is_ca":false},{"name":"Qiuju Liao","is_ca":false},{"name":"Piu Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01645999789909519,"gpt":0.2605765978957739,"spread":0.2441165999966787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001012285,0.0005575128,0.001226487,0.0003107504,0.000669553,0.0001465253,0.0001929006,0.0001513512,0.0002703207],"category_scores_gemma":[0.0002837996,0.0003594469,0.0002557697,0.0003579428,0.0002648497,0.0003076101,0.0002124507,0.0006912841,0.00002324519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005171361,"about_ca_system_score_gemma":0.00008382686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000178101,"about_ca_topic_score_gemma":0.00004724663,"domain_scores_codex":[0.9968567,0.0004105468,0.0004493017,0.0005802632,0.0005721878,0.001130992],"domain_scores_gemma":[0.9970975,0.0014304,0.0002512072,0.0004078981,0.0003086332,0.0005043754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002764602,0.001120278,0.9898819,0.0006807543,0.001088889,0.00001144444,0.0008375122,0.000001625743,0.0008100415,0.000005258454,0.000009948935,0.005275936],"study_design_scores_gemma":[0.005751817,0.006173118,0.9542531,0.0007565931,0.00126058,0.000009072108,0.002678712,0.0008453507,0.02768315,0.00007561572,0.00005203087,0.0004608927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99528,0.0007879678,0.0001166914,0.00003826035,0.000110996,0.003253328,0.0001687124,0.0001357688,0.0001082813],"genre_scores_gemma":[0.9984029,0.0002136235,0.0001416955,0.0001085449,0.00005069574,0.0002828335,0.0002551141,0.00007125645,0.0004733313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03562878,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387959695","doi":"10.2147/dmso.s427412","title":"Associations of the MIND Diet with Cardiometabolic Diseases and Their Risk Factors: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Qatar National Library","keywords":"Observational study; Medicine; CINAHL; Dyslipidemia; Cochrane Library; Randomized controlled trial; Mediterranean diet; Dash; Systematic review; MEDLINE; Physical therapy; Obesity; Gerontology; Internal medicine; Psychological intervention; Psychiatry","authors":[{"name":"Zoha Akbar","is_ca":false},{"name":"Sundus Fituri","is_ca":false},{"name":"Asma Ouagueni","is_ca":false},{"name":"Joud Alalwani","is_ca":false},{"name":"Ayah Sukik","is_ca":false},{"name":"Ghadir Fakhri Al-Jayyousi","is_ca":false},{"name":"Maya Bassil","is_ca":false},{"name":"Reema Tayyem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03302280082101522,"gpt":0.2817801688024688,"spread":0.2487573679814535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004776829,0.0005133702,0.006592641,0.0001552383,0.0002650881,0.00002771847,0.0001638668,0.0001392237,0.000007906667],"category_scores_gemma":[0.0007108904,0.0002331354,0.0008464245,0.0009545631,0.0002001946,0.0000529597,0.0002138046,0.0002709278,0.000007177651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803177,"about_ca_system_score_gemma":0.0001003002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006916193,"about_ca_topic_score_gemma":0.000007294648,"domain_scores_codex":[0.9977435,0.0003747554,0.0007622732,0.0004144906,0.0003841706,0.0003208279],"domain_scores_gemma":[0.9976051,0.0007126562,0.0008154418,0.0005479603,0.0001405344,0.000178286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001899115,0.000161538,0.0697372,0.9218587,0.005904056,0.000004497351,0.00005168205,1.863899e-8,4.29804e-8,0.00004959666,0.0001527508,0.002078033],"study_design_scores_gemma":[0.0003967823,0.0001635633,0.3918152,0.5033711,0.06268681,0.00003887437,0.00008452286,6.494038e-7,5.342266e-7,0.00009695023,0.04092636,0.0004186342],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03942244,0.9535273,2.117451e-7,0.00003368391,0.00008258958,0.00277676,0.004111694,0.00002686309,0.0000184361],"genre_scores_gemma":[0.001953923,0.997334,0.000009427376,0.00004761044,0.00006001945,0.0002818727,0.0001919181,0.00004580714,0.00007539989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4184876,"threshold_uncertainty_score":0.9506985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2179106045","doi":"10.2147/dmso.s88893","title":"Specific cut-off points for waist circumference and waist-to-height ratio as predictors of cardiometabolic risk in Black subjects: a cross-sectional study in Benin and Haiti","year":2015,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Waist; Waist-to-height ratio; Medicine; Insulin resistance; Internal medicine; Youden's J statistic; Homeostatic model assessment; Abdominal obesity; Percentile; Receiver operating characteristic; Cross-sectional study; Body mass index; Quantitative insulin sensitivity check index; Endocrinology; Demography; Obesity; Statistics; Mathematics; Insulin sensitivity; Pathology","authors":[{"name":"Asma El Mabchour","is_ca":true},{"name":"Hélène Delisle","is_ca":true},{"name":"Colette Vilgrain","is_ca":false},{"name":"Philippe Larco","is_ca":false},{"name":"Roger Sodjinou","is_ca":false},{"name":"Malek Batal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02141678108631793,"gpt":0.2640343444930702,"spread":0.2426175634067522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002485021,0.0004090156,0.001735231,0.000763287,0.0001097852,0.0001140715,0.00014966,0.0001927466,0.0000121799],"category_scores_gemma":[0.0006793831,0.0003769262,0.0001995387,0.0007987446,0.0003665055,0.0002869639,0.0001594926,0.0003186513,0.000008419855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005473761,"about_ca_system_score_gemma":0.0001376375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003537183,"about_ca_topic_score_gemma":0.000712236,"domain_scores_codex":[0.9968712,0.0002917844,0.0007479545,0.0008834367,0.000621021,0.0005845758],"domain_scores_gemma":[0.9983854,0.0001759559,0.0001686078,0.0005245102,0.0002451388,0.0005004345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001368255,0.0004651461,0.9909316,0.000164495,0.0004473983,0.00002842978,0.001591923,0.00001374778,0.0001001398,0.00005185253,0.0000256838,0.006042795],"study_design_scores_gemma":[0.006717209,0.0008034857,0.9881439,0.00008690277,0.0003490272,0.00003899361,0.0003819288,0.00009492906,0.001209278,0.0004588712,0.001369978,0.0003455062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829826,0.01384269,0.0000225402,0.00002359856,0.0003081996,0.002436649,0.000184023,0.00003787887,0.000161792],"genre_scores_gemma":[0.998102,0.001135369,0.0001590052,0.00005157153,0.0001816881,0.0002104714,0.00004489251,0.00004356982,0.00007144786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511935,"threshold_uncertainty_score":0.9998683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006661268","doi":"10.2147/dmso.s235981","title":"<p>Epidemiology of General, Central Obesity and Associated Cardio-Metabolic Risks Among University Employees, Ethiopia: A Cross-Sectional Study</p>","year":2020,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"University of Gondar","keywords":"Medicine; Waist; Overweight; Anthropometry; Cross-sectional study; Obesity; Body mass index; Waist–hip ratio; Epidemiology; Waist-to-height ratio; Diabetes mellitus; Environmental health; Blood pressure; Demography; Metabolic syndrome; Epidemiological transition; Abdominal obesity; Gerontology; Internal medicine; Endocrinology","authors":[{"name":"Balamurugan Janakiraman","is_ca":false},{"name":"Solomon Mekonnen Abebe","is_ca":false},{"name":"Mulugeta Bayisa Chala","is_ca":true},{"name":"Solomon Fasika Demissie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02831811999755098,"gpt":0.261317468108746,"spread":0.232999348111195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002356197,0.0006082318,0.003172574,0.0002800485,0.0004576366,0.00004439014,0.0003106951,0.0005883673,0.00006864203],"category_scores_gemma":[0.001445704,0.0005968935,0.0008392573,0.0007933598,0.0007787388,0.0003426077,0.0004128094,0.000707316,0.00001491875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007089761,"about_ca_system_score_gemma":0.0001886447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328251,"about_ca_topic_score_gemma":0.0005102658,"domain_scores_codex":[0.9948318,0.001293918,0.0008693644,0.001208278,0.0007028094,0.001093834],"domain_scores_gemma":[0.9972694,0.0003533011,0.0004321026,0.0006565604,0.0003464782,0.0009421781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000703773,0.0006564952,0.9930688,0.0002015614,0.003279007,0.0001171871,0.0004089152,0.00003609557,0.0002832969,0.0002643789,0.0001023488,0.001511509],"study_design_scores_gemma":[0.004062941,0.0005901544,0.9884189,0.0000531654,0.001975904,0.00003386104,0.00005690345,0.0002017784,0.0003977127,0.00008662872,0.003609163,0.0005128616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759955,0.02170027,0.00003973287,0.00008326509,0.0003343928,0.001205299,0.0002939125,0.000189388,0.0001582306],"genre_scores_gemma":[0.9958629,0.002935407,0.0002530498,0.0002342473,0.0003432135,0.00001790257,0.0001263103,0.00005746566,0.0001695187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986738,"threshold_uncertainty_score":0.9996483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942433351","doi":"10.2147/dmso.s197127","title":"<p>Anti-inflammatory and angiogenic effects of exercise training in cardiac muscle of diabetic mice</p>","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Midwestern University","keywords":"Internal medicine; Endocrinology; Enos; Medicine; Inflammation; Angiogenesis; Glycemic; Diabetes mellitus; Vascular endothelial growth factor; Proinflammatory cytokine; Tumor necrosis factor alpha; Nitric oxide synthase; Diabetic cardiomyopathy; Endurance training; Nitric oxide; Heart failure; Cardiomyopathy; VEGF receptors","authors":[{"name":"Tom L. Broderick","is_ca":false},{"name":"Jacqueline Sennott","is_ca":false},{"name":"Jolanta Gutkowska","is_ca":true},{"name":"Marek Jankowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00546286312337842,"gpt":0.2045811436770266,"spread":0.1991182805536482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006532583,0.0003393946,0.002061846,0.0004142461,0.00004263139,0.00001073378,0.0001293792,0.0002185009,0.0000431779],"category_scores_gemma":[0.0001254469,0.000315016,0.0002639637,0.0004214269,0.0002009864,0.0001840974,0.0001204938,0.0001699715,0.00002105713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001125243,"about_ca_system_score_gemma":0.000106214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002282295,"about_ca_topic_score_gemma":0.000004226652,"domain_scores_codex":[0.9979315,0.0001287181,0.0005611028,0.0004827497,0.0003353468,0.0005606159],"domain_scores_gemma":[0.9987035,0.0002563554,0.0002196052,0.0004761705,0.00008006277,0.0002643518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000153222,0.0001533816,0.5859271,0.002444788,0.0002846548,0.0000317775,0.002014532,0.000001097637,0.3957149,0.0003775522,0.00001629011,0.01301859],"study_design_scores_gemma":[0.00195328,0.0001467348,0.9132751,0.0009010739,0.001003534,0.00001061664,0.00007222383,0.00002861811,0.08092636,0.0001257205,0.001287231,0.0002695366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805022,0.1180601,9.294786e-7,0.00001690115,0.0003253583,0.0008648333,0.00002070212,0.00003096507,0.0001779656],"genre_scores_gemma":[0.9942639,0.005170097,0.0001789761,0.00003336679,0.00005240301,0.00003503937,0.00001637319,0.00004485842,0.0002049165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3273479,"threshold_uncertainty_score":0.9999302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398177413","doi":"10.2147/dmso.s458003","title":"Prevalence and Determinants of Obesity and Overweight Among Children and Adolescents in the Middle East and North African Countries: An Updated Systematic Review","year":2024,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Overweight; Obesity; Middle East; Environmental health; Medicine; Demography; Geography; Sociology; Endocrinology","authors":[{"name":"Bashayer Farhan ALruwaili","is_ca":false},{"name":"Duaa Fahad Bayyumi","is_ca":false},{"name":"Ohud Saud Alruwaili","is_ca":false},{"name":"Razan Saud Alsadun","is_ca":false},{"name":"Amal Sulaiman Alanazi","is_ca":false},{"name":"Amal Hadi","is_ca":false},{"name":"Nada Alruwaili","is_ca":false},{"name":"Ashokkumar Thirunavukkarasu","is_ca":false},{"name":"Norah Aldaghmani","is_ca":false},{"name":"Aljawharah Abdulrahman Alrayes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01255524132323897,"gpt":0.2280437193607479,"spread":0.215488478037509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007187917,0.0003235827,0.001328517,0.0001082093,0.0001160743,0.00009520542,0.0001299603,0.00008806181,0.00000530805],"category_scores_gemma":[0.00008270019,0.0002182445,0.00004975992,0.0003378718,0.0004677334,0.000445068,0.0001953863,0.0002493688,0.000001498008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001222838,"about_ca_system_score_gemma":0.00002510653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001447788,"about_ca_topic_score_gemma":0.0001224199,"domain_scores_codex":[0.9980435,0.0002897034,0.0004297283,0.0005694806,0.0003373414,0.0003302597],"domain_scores_gemma":[0.9990755,0.0001096724,0.0001482905,0.0003785508,0.00005492662,0.0002330073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004977547,0.000520874,0.8998923,0.09865167,0.00008092399,0.0000232842,0.0006827056,1.034419e-8,0.000009806519,0.00003450943,0.00000511928,0.00009383942],"study_design_scores_gemma":[0.0004225361,0.0001992825,0.9691541,0.0280868,0.001399304,0.0001368299,0.00006803063,0.000182856,0.00004980527,0.00008488137,0.000002788894,0.0002128467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113344,0.08698706,1.767336e-7,0.00003111686,0.00002504846,0.001470924,0.0001167113,0.00002769688,0.000006884814],"genre_scores_gemma":[0.9857397,0.01400987,0.00001079179,0.0001369261,0.00002293283,0.00002994807,0.00001688446,0.00001956645,0.00001337961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07440533,"threshold_uncertainty_score":0.8899753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970732278","doi":"10.2147/dmso.s62367","title":"Independent and combined effect of diet and exercise in adults with prediabetes","year":2014,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diet and metabolism studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba; Research Manitoba","funders":"Manitoba Health Research Council","keywords":"Prediabetes; Glycemic; Medicine; Overweight; Impaired glucose tolerance; Weight loss; Type 2 diabetes; Impaired fasting glucose; Internal medicine; Diabetes mellitus; Incidence (geometry); Endocrinology; Randomized controlled trial; Obesity","authors":[{"name":"Danielle R. B̀ouchard","is_ca":true},{"name":"Martin Sénéchal","is_ca":true},{"name":"Neha Bharti","is_ca":true},{"name":"Jana Slaght","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007228227445784581,"gpt":0.2440947990770928,"spread":0.2368665716313083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007810778,0.0007021017,0.006288999,0.0004249151,0.00006782354,0.00002748152,0.0001088506,0.0003170475,0.000007002312],"category_scores_gemma":[0.0001339594,0.0004431194,0.0001884553,0.0003447021,0.0003529776,0.0001007678,0.0002477653,0.0003871048,0.000002908517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009793982,"about_ca_system_score_gemma":0.00004783932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003701033,"about_ca_topic_score_gemma":0.000008732281,"domain_scores_codex":[0.9976901,0.000196365,0.0006283154,0.0006811745,0.0003162244,0.0004878067],"domain_scores_gemma":[0.9985905,0.0003666431,0.0003265827,0.000386781,0.00006111042,0.0002683245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002100081,0.0001877938,0.4421961,0.1150624,0.0007045522,0.00002788566,0.000290182,1.440494e-8,0.000001179958,0.000046502,0.00002585778,0.4412475],"study_design_scores_gemma":[0.005917959,0.002887553,0.8578646,0.06711636,0.01007284,0.00003177908,0.00003180838,0.000005976016,0.00003215609,0.00004295943,0.05527408,0.0007219314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4712756,0.5274905,7.247154e-8,0.000003911678,0.00006821184,0.00105566,0.00002627238,0.0000179604,0.00006184318],"genre_scores_gemma":[0.1116858,0.8878268,0.00004499995,0.00001144754,0.00003717741,0.0002209241,0.00005101085,0.00004972198,0.00007214842],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4405256,"threshold_uncertainty_score":0.9998021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209633131","doi":"10.2147/dmso.s333373","title":"Cognitive Impairment and Related Factors Among Middle-Aged and Elderly Patients with Type 2 Diabetes from a Bio-Psycho-Social Perspective","year":2021,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Management and Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province","keywords":"Montreal Cognitive Assessment; Cognition; Depression (economics); Hypoglycemia; Type 2 Diabetes Mellitus; Rating scale; Medicine; Gerontology; Logistic regression; Psychology; Clinical psychology; Diabetes mellitus; Psychiatry; Cognitive impairment; Internal medicine; Developmental psychology","authors":[{"name":"Weiran Xu","is_ca":false},{"name":"Xiling Hu","is_ca":false},{"name":"Xing Zhang","is_ca":false},{"name":"Cong Ling","is_ca":false},{"name":"Chaofan Wang","is_ca":false},{"name":"Lingling Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009708646651910227,"gpt":0.2231433616178457,"spread":0.2134347149659355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001481293,0.0003079337,0.0006379607,0.0001582504,0.0002527078,0.00010656,0.00004444375,0.0001340431,0.0001384149],"category_scores_gemma":[0.0001076186,0.0002555367,0.00006050148,0.0004311754,0.0002499863,0.0002804863,0.00008556983,0.0002127027,0.000006799675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003373798,"about_ca_system_score_gemma":0.00004094048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008268902,"about_ca_topic_score_gemma":0.00001772634,"domain_scores_codex":[0.998405,0.0001023704,0.0002279231,0.0005977519,0.0002586902,0.0004082107],"domain_scores_gemma":[0.9991107,0.0001188804,0.0001296672,0.0001575502,0.0002485346,0.0002346859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003401008,0.000484878,0.9927841,0.00008035052,0.0009078141,0.000008290369,0.004068264,2.001458e-8,0.000086747,0.00004234517,0.00004877437,0.001454395],"study_design_scores_gemma":[0.002874015,0.0005436745,0.9901875,0.0002242991,0.001221046,8.29309e-7,0.003608788,0.00001001349,0.0005573699,0.0004230648,0.00004915884,0.0003001966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940649,0.004577158,4.387009e-7,0.0001198005,0.0002189617,0.0005714897,0.00006208075,0.00006136602,0.0003238533],"genre_scores_gemma":[0.9988066,0.0002096539,0.00005482936,0.000144343,0.00004715611,0.00002264682,0.0004094396,0.0000313001,0.0002740072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004741773,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003931538","doi":"10.2147/dmso.s236966","title":"<p>Relationship Between Self-Care Behavior and Cognitive Function in Hospitalized Adult Patients with Type 2 Diabetes: A Cross-Sectional Study</p>","year":2020,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Management and Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Medicine; Montreal Cognitive Assessment; Cross-sectional study; Cognition; Diabetes mellitus; Type 2 Diabetes Mellitus; Bayesian multivariate linear regression; Type 2 diabetes; Correlation; Internal medicine; Physical therapy; Linear regression; Cognitive impairment; Psychiatry; Endocrinology","authors":[{"name":"Jin Yang","is_ca":false},{"name":"Zhenzhen Zhang","is_ca":false},{"name":"Lijie Zhang","is_ca":false},{"name":"Ye Su","is_ca":false},{"name":"Yumei Sun","is_ca":false},{"name":"Qun Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01518244438064023,"gpt":0.2524978934687183,"spread":0.2373154490880781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002398376,0.0003290465,0.0006281372,0.0002599811,0.0002206295,0.0001313978,0.00008013094,0.0001477725,0.00005361524],"category_scores_gemma":[0.000311877,0.0002966275,0.00006426736,0.0007540823,0.0001068388,0.0004532377,0.00009149637,0.0002375771,0.00003985777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003989847,"about_ca_system_score_gemma":0.00006178762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007369857,"about_ca_topic_score_gemma":0.00001098437,"domain_scores_codex":[0.9979542,0.0001097133,0.0004171801,0.0006433049,0.0004525394,0.0004230582],"domain_scores_gemma":[0.998766,0.0001671004,0.0001642951,0.0001820778,0.0004294526,0.0002910678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007981867,0.0007579185,0.9962842,0.000264498,0.0003706655,0.00000359426,0.001246227,3.792111e-7,0.00001242457,0.00003503133,0.0000172849,0.0009279617],"study_design_scores_gemma":[0.005343198,0.001738606,0.9901352,0.00009595973,0.001991874,3.384043e-7,0.0001993831,0.00001700422,0.00002075362,0.00003131878,0.0001014634,0.0003249185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963554,0.001318717,0.000002356586,0.00003937885,0.0001998271,0.001783227,0.0000532912,0.0001249252,0.0001229368],"genre_scores_gemma":[0.9985744,0.00002712908,0.00007506628,0.0002366687,0.000128644,0.0001927644,0.0006830174,0.00004047747,0.00004188369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006149014,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1491740903","doi":"10.2147/dmsott.s6935","title":"Past, present, and future: Critical analysis of use of gastric bands in obese patients","year":2010,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gastric banding; Weight loss; Medicine; Duodenal switch; Weight Loss Surgery; Surgery; Gastric bypass; General surgery; Obesity; Internal medicine","authors":[{"name":"Brad Snyder","is_ca":false},{"name":"Worley","is_ca":false},{"name":"Aluka","is_ca":false},{"name":"Robinson","is_ca":false},{"name":"Bajwa","is_ca":false},{"name":"Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01043262651452443,"gpt":0.2434124242993659,"spread":0.2329797977848415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381158,0.00015532,0.001019874,0.0006758377,0.00003176827,0.00001134486,0.00005597694,0.0001384054,0.0001074445],"category_scores_gemma":[0.0002273814,0.000124322,0.0001611682,0.001213917,0.0001603312,0.0001742399,0.00007234958,0.0002068899,6.759561e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003295277,"about_ca_system_score_gemma":0.00002153933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009016664,"about_ca_topic_score_gemma":0.00001186837,"domain_scores_codex":[0.9987584,0.00007325505,0.0004137311,0.000256565,0.0002355664,0.0002625341],"domain_scores_gemma":[0.9988548,0.0004593116,0.00009658364,0.0002859807,0.000120782,0.0001826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002306354,0.0004465748,0.9920701,0.0001261725,0.0003760986,0.000007230618,0.0001128573,3.36608e-7,0.0003375504,0.0001156124,0.00003154232,0.006352837],"study_design_scores_gemma":[0.0007431653,0.00007820424,0.9954708,0.00001745031,0.001796324,0.000004969709,0.00002008553,0.0001320953,0.0005841141,0.00004977097,0.001001419,0.0001015938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977147,0.001703432,0.000001890197,0.0001600201,0.0001960254,0.000143921,0.00004807945,0.000009643029,0.00002231176],"genre_scores_gemma":[0.9991201,0.0003829144,0.000264674,0.00006567319,0.0001081761,0.000005472707,0.0000275701,0.000008476461,0.00001700795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006251242,"threshold_uncertainty_score":0.5069704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119608251","doi":"10.2147/dmso.s33619","title":"Health-related quality of life, adiposity, and sedentary behavior in patients with early schizophrenia: preliminary study","year":2012,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Canada Research Chairs; University of Toronto; National Alliance for Research on Schizophrenia and Depression","keywords":"Body mass index; Medicine; Sedentary behavior; Quality of life (healthcare); Population; Lean body mass; Obesity; Sitting; Physical activity; Gerontology; Demography; Internal medicine; Physical therapy; Body weight","authors":[{"name":"Rohan Ganguli","is_ca":true},{"name":"Martin Strassnig","is_ca":false},{"name":"Brar Brar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01669324400564431,"gpt":0.2704543913215543,"spread":0.25376114731591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006662156,0.000242071,0.001048053,0.0002611954,0.0001062162,0.00001582453,0.00007426189,0.00008134828,0.00002333642],"category_scores_gemma":[0.00005378908,0.0001823394,0.00005835117,0.0003351441,0.0001356305,0.0002553151,0.0001471402,0.0002593633,0.000005954604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003482169,"about_ca_system_score_gemma":0.0001038307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090563,"about_ca_topic_score_gemma":0.0001939104,"domain_scores_codex":[0.997852,0.0002892068,0.0005134423,0.0003339002,0.0004864658,0.0005249851],"domain_scores_gemma":[0.9987158,0.00008725193,0.0001636395,0.0003267855,0.00007351468,0.0006330457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002951468,0.006300756,0.9853129,0.0001195943,0.000397327,0.00001431285,0.000488613,5.912056e-8,0.000007499357,0.00003353459,0.000003280389,0.004370678],"study_design_scores_gemma":[0.01326694,0.004020348,0.9819731,0.00007204011,0.0003444732,0.000009339625,0.00008021854,0.000001467979,0.00005780992,0.00001911097,8.507671e-7,0.0001542654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868985,0.01119558,1.792149e-7,0.00007003859,0.00004964629,0.001712212,0.00003904794,0.00002716553,0.000007651454],"genre_scores_gemma":[0.9994277,0.00006152903,0.0002849589,0.00004004345,0.00001522585,0.00008383721,0.00005205814,0.00002081519,0.00001383114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252922,"threshold_uncertainty_score":0.7435583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288070056","doi":"10.2147/dmso.s370206","title":"Increased Serum Trimethylamine N-Oxide Level in Type 2 Diabetic Patients with Mild Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Shanghai Pudong New Area Health Commission","keywords":"Montreal Cognitive Assessment; Internal medicine; Trimethylamine N-oxide; Body mass index; Diabetes mellitus; Creatinine; Medicine; Gastroenterology; Type 2 diabetes; Triglyceride; Type 2 Diabetes Mellitus; Endocrinology; Population; Cognitive impairment; Chemistry; Cholesterol; Disease; Trimethylamine; Biochemistry","authors":[{"name":"Nongzhang Xu","is_ca":false},{"name":"Jianwei Wan","is_ca":false},{"name":"Cuihong Wang","is_ca":false},{"name":"Jiatao Liu","is_ca":false},{"name":"Chenqai Qian","is_ca":false},{"name":"Hongyang Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008661589494896453,"gpt":0.2195567636419343,"spread":0.2108951741470379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144025,0.000211012,0.0003630657,0.0001200971,0.0001821773,0.00001462903,0.0001276169,0.00007125201,0.00006147628],"category_scores_gemma":[0.00002923437,0.0001928513,0.00004769737,0.0002881788,0.00006664872,0.000007194822,0.0002254461,0.0001739722,0.000006262036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002359125,"about_ca_system_score_gemma":0.0001091056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670118,"about_ca_topic_score_gemma":0.00004713006,"domain_scores_codex":[0.9985824,0.0001828288,0.0002147764,0.000424466,0.0001602252,0.0004352771],"domain_scores_gemma":[0.9994835,0.00002333611,0.00008586357,0.000204011,0.00006975174,0.0001335684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013366,0.0005201364,0.9893341,0.00003987365,0.00008145835,0.000005270129,0.00005369796,0.000002885495,0.009311457,0.000008093604,0.00006916189,0.0004725188],"study_design_scores_gemma":[0.002786219,0.0008948038,0.9837768,0.0000193727,0.00006240595,0.000004808702,0.00006562744,0.00000489663,0.01110892,0.00001228719,0.001012364,0.0002514643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961492,0.002876682,0.000001760738,0.00002932296,0.00007805542,0.0004908743,0.0003301876,0.00001043662,0.00003347594],"genre_scores_gemma":[0.9984732,0.0001249926,0.0001000015,0.0005635848,0.00001812249,0.00005307795,0.0005018689,0.00002134162,0.0001438445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005557282,"threshold_uncertainty_score":0.7864246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1911694604","doi":"10.2147/dmso.s4193","title":"Comorbidity and glycemia control among patients with type 2 diabetes in primary care","year":2008,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre de Santé et de Services Sociaux de Chicoutimi","funders":"Université de Sherbrooke","keywords":"Comorbidity; Diabetes mellitus; Medicine; Type 2 diabetes; Internal medicine; Endocrinology","authors":[{"name":"Catherine Hudon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007946655046959322,"gpt":0.2053626915323873,"spread":0.1974160364854279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008586618,0.0002416185,0.0006660837,0.0001454131,0.0001137648,0.00002589533,0.00007167128,0.00007657424,0.00003891865],"category_scores_gemma":[0.00002700679,0.0001963581,0.00004089782,0.000251441,0.0003261234,0.0002296318,0.00008179683,0.0001631854,0.000007074871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005241208,"about_ca_system_score_gemma":0.00007723291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007009538,"about_ca_topic_score_gemma":0.00002186852,"domain_scores_codex":[0.9987124,0.00004587583,0.0002031136,0.0003742706,0.0002722809,0.0003921197],"domain_scores_gemma":[0.9993235,0.0000485145,0.00007147634,0.0002734275,0.00008843987,0.0001945757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006098641,0.0001935564,0.9981716,0.0004527947,0.0001371678,0.00005309166,0.0001368186,0.000001787966,0.00001563353,0.00002287438,0.00006491071,0.0006887857],"study_design_scores_gemma":[0.005822716,0.0002780357,0.9927349,0.0001491671,0.0002982812,0.000003010404,0.000056579,0.00004448224,0.00004554282,0.00002503059,0.0003234583,0.0002187707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914865,0.006617525,5.212144e-7,0.00002222129,0.00007315724,0.0006528601,0.00003321802,0.00005913575,0.001054874],"genre_scores_gemma":[0.9989206,0.0004812513,0.00004130746,0.0002582831,0.00002657929,0.00002655554,0.0001668089,0.00002209028,0.00005650012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007434136,"threshold_uncertainty_score":0.800725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229046538","doi":"10.2147/dmso.s353449","title":"The Association Between Plasma Fatty Acid and Cognitive Function Mediated by Inflammation in Patients with Type 2 Diabetes Mellitus","year":2022,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Internal medicine; Montreal Cognitive Assessment; Polyunsaturated fatty acid; Proinflammatory cytokine; Inflammation; Endocrinology; Cognition; Medicine; Waist; Type 2 diabetes; Diabetes mellitus; Type 2 Diabetes Mellitus; Fatty acid; Obesity; Chemistry; Cognitive impairment; Biochemistry; Disease; Psychiatry","authors":[{"name":"Jingyi Shen","is_ca":false},{"name":"Huiyan Yu","is_ca":false},{"name":"Kaifeng Li","is_ca":false},{"name":"Bingjie Ding","is_ca":false},{"name":"Rong Xiao","is_ca":false},{"name":"Weiwei Ma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007071228590657048,"gpt":0.2188024212551559,"spread":0.2117311926644989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099374,0.000164135,0.0003351933,0.0001366976,0.0008206766,0.00008964253,0.00009109372,0.00008522886,0.00002087562],"category_scores_gemma":[0.0003494691,0.000127271,0.00002306835,0.0005090525,0.00007904613,0.0002743781,0.00009437635,0.0004179099,0.00001027182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045095,"about_ca_system_score_gemma":0.00003011565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005347305,"about_ca_topic_score_gemma":0.00005358917,"domain_scores_codex":[0.99787,0.0004921161,0.0002579309,0.0002909409,0.0005547261,0.0005342715],"domain_scores_gemma":[0.9988223,0.0006099866,0.0001842946,0.0001118627,0.0001332936,0.0001382792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385639,0.00006467831,0.9831449,0.00003653205,0.0001274193,3.241443e-7,0.0002236776,8.182916e-7,0.0003862082,0.0000080378,0.00008718343,0.01578162],"study_design_scores_gemma":[0.001779442,0.000738183,0.9903533,0.00002319434,0.0001340164,1.406967e-7,0.000112486,0.000107115,0.005359866,0.0001218965,0.001115744,0.0001546126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946335,0.00402547,0.000002227699,0.0003343071,0.0001977454,0.0005823775,0.0001648206,0.00003742462,0.00002212948],"genre_scores_gemma":[0.998969,0.0001974938,0.00001362383,0.0001069926,0.00003455613,0.00006826279,0.0005810942,0.00001767435,0.00001136108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562701,"threshold_uncertainty_score":0.6312063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113225050","doi":"10.2147/dmso.s283949","title":"<p>Reporting and Methods in Developing Prognostic Prediction Models for Metabolic Syndrome: A Systematic Review and Critical Appraisal</p>","year":2020,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"","keywords":"Critical appraisal; Data extraction; Systematic review; Checklist; Medicine; Meta-analysis; MEDLINE; Statistic; Computer science; Intensive care medicine; Statistics; Internal medicine; Psychology; Pathology; Alternative medicine; Mathematics","authors":[{"name":"Hui Zhang","is_ca":false},{"name":"Jing Shao","is_ca":false},{"name":"Dandan Chen","is_ca":false},{"name":"Ping Zou","is_ca":true},{"name":"Nianqi Cui","is_ca":false},{"name":"Leiwen Tang","is_ca":false},{"name":"Dan Wang","is_ca":false},{"name":"Zhihong Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04364197120151695,"gpt":0.3506686411425619,"spread":0.3070266699410449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007624117,0.001331232,0.0159085,0.0007022834,0.0002859189,0.0002116571,0.000283636,0.0007064283,0.000007966702],"category_scores_gemma":[0.01892409,0.001083592,0.001286775,0.001232336,0.000311518,0.0004873951,0.0003950006,0.0007564429,0.000006899361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000808961,"about_ca_system_score_gemma":0.0005063277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003964251,"about_ca_topic_score_gemma":0.00001166431,"domain_scores_codex":[0.9908971,0.001475795,0.003932724,0.001813264,0.0007145518,0.001166523],"domain_scores_gemma":[0.9937571,0.002678738,0.001546423,0.0009577526,0.0003046235,0.0007553198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002943965,0.0001001309,0.0002865016,0.8219485,0.002610396,0.000155831,0.0001071976,2.650505e-7,0.000002153518,0.0008758241,0.00001767837,0.1738926],"study_design_scores_gemma":[0.001709372,0.0004178257,0.0118941,0.656895,0.118324,0.007251131,0.00003436811,0.0009084322,0.00001082486,0.0007717043,0.199691,0.002092256],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005546205,0.9801294,0.002980179,0.0001229005,0.0003794422,0.0104326,0.0001703248,0.0002054657,0.00003346412],"genre_scores_gemma":[0.001454235,0.9720085,0.02146199,0.0002350975,0.0001561396,0.004252745,0.0002018874,0.0002028593,0.0000265077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1996734,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385879455","doi":"10.2147/dmso.s420824","title":"The Obesity Paradox: Effect of Body Mass Index and Waist Circumference on Post-Stroke Cognitive Impairment","year":2023,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Chinese Academy of Medical Sciences; National Natural Science Foundation of China","keywords":"Medicine; Waist; Obesity; Body mass index; Odds ratio; Stroke (engine); Population; Confidence interval; Incidence (geometry); Logistic regression; Demography; Dementia; Internal medicine; Risk factor; Pediatrics; Disease; Environmental health","authors":[{"name":"Qi Liu","is_ca":false},{"name":"Xiaoling Liao","is_ca":false},{"name":"Yuesong Pan","is_ca":false},{"name":"Xianglong Xiang","is_ca":false},{"name":"Yumei Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007404623874669732,"gpt":0.2651595774988861,"spread":0.2577549536242164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001359398,0.0002921764,0.0006941164,0.000236404,0.0003590614,0.00006794015,0.0001291658,0.0001017384,0.00006459853],"category_scores_gemma":[0.000340251,0.0001894373,0.0001483905,0.0003920616,0.0004175395,0.00009974984,0.0001748902,0.0003063036,0.00007504036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001865158,"about_ca_system_score_gemma":0.00006011763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004978152,"about_ca_topic_score_gemma":0.00000312396,"domain_scores_codex":[0.9976628,0.0002986045,0.0002941237,0.0004563653,0.0006418727,0.000646254],"domain_scores_gemma":[0.9982079,0.0009358776,0.00010288,0.0002747354,0.0001878197,0.0002907807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002707896,0.0002059718,0.9868692,0.0002714748,0.0003839933,0.00006833708,0.00007103353,8.169562e-8,0.003856007,0.00008158486,0.00004056958,0.007881008],"study_design_scores_gemma":[0.00257723,0.002786972,0.96319,0.0001946084,0.0003726266,0.00002259421,0.0002261315,0.0001535666,0.03003176,0.0001764872,0.00009638753,0.0001716322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964317,0.001385749,0.000004799639,0.0001847003,0.0001007788,0.001159637,0.0001273806,0.00006372227,0.000541509],"genre_scores_gemma":[0.9978121,0.001205778,0.000003610312,0.0001339306,0.00003407518,0.000122481,0.00005199237,0.0000199496,0.0006160639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02617576,"threshold_uncertainty_score":0.772503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1702520603","doi":"10.2147/dmso.s79450","title":"Randomized, double-blind, placebo-controlled, clinical study on the effect of Diabetinol® on glycemic control of subjects with impaired fasting glucose","year":2015,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University; KGK Synergize (Canada)","funders":"","keywords":"Placebo; Glycemic; Medicine; Internal medicine; Diabetes mellitus; Cmax; Body mass index; Endocrinology; Blood pressure; Hemoglobin; Gastroenterology; Pharmacokinetics","authors":[{"name":"Malkanthi Evans","is_ca":true},{"name":"William V. Judy","is_ca":false},{"name":"Dale Wilson","is_ca":true},{"name":"John A. Rumberger","is_ca":false},{"name":"Najla Guthrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03570732585402635,"gpt":0.296039300369992,"spread":0.2603319745159656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005809824,0.0005428756,0.003938909,0.0002827719,0.0001018514,0.00003525601,0.0002282751,0.000135835,0.00001687924],"category_scores_gemma":[0.001044257,0.0002735131,0.0004862039,0.0003916833,0.0003965284,0.00008752636,0.00009683281,0.000323801,0.00002723637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003003193,"about_ca_system_score_gemma":0.00007183071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005526095,"about_ca_topic_score_gemma":0.000007903992,"domain_scores_codex":[0.9958692,0.001251302,0.0009906872,0.0005736235,0.0007672067,0.0005479339],"domain_scores_gemma":[0.9943251,0.003752761,0.0006458453,0.0007957327,0.0001647839,0.0003157729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5221016,0.001670947,0.4697857,0.0001190416,0.004152611,0.00001837498,0.0002245341,0.00002692594,0.00004127352,0.0001194526,0.00002878074,0.001710732],"study_design_scores_gemma":[0.8954976,0.01487652,0.07868072,0.0003248773,0.006920537,0.000004167576,0.0001536027,0.0002613924,0.002955412,0.00003072786,0.00003993216,0.0002544689],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873981,0.001869141,0.00001463402,0.0001389374,0.0001992396,0.009598372,0.00001335832,0.00006700316,0.0007012163],"genre_scores_gemma":[0.9987153,0.00006049232,0.00003217373,0.0001534614,0.00007087631,0.0007456713,0.00001911245,0.00004354689,0.0001593109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391105,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900796837","doi":"10.2147/dmso.s184058","title":"Examining the association between diabetes, depressive symptoms, and suicidal ideation among Aboriginal Canadian peoples living off-reserve: a cross-sectional, population-based study","year":2018,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Management and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Suicidal ideation; Medicine; Diabetes mellitus; Depression (economics); Psychiatry; Anxiety; Population; Logistic regression; Mental health; Cross-sectional study; Demography; Clinical psychology; Suicide prevention; Poison control; Internal medicine; Environmental health","authors":[{"name":"Rasha Elamoshy","is_ca":true},{"name":"Yelena Bird","is_ca":true},{"name":"Lilian Thorpe","is_ca":true},{"name":"John Moraros","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01425157866500828,"gpt":0.2764010771815192,"spread":0.262149498516511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001526244,0.0002720354,0.0004820708,0.0003820009,0.0008657283,0.0003895108,0.000147592,0.0001563848,0.00008329377],"category_scores_gemma":[0.0006679934,0.0002321048,0.00006170932,0.0004919366,0.0001024834,0.0004906211,0.00005738275,0.000223876,0.00001390489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020888,"about_ca_system_score_gemma":0.0002026233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02584975,"about_ca_topic_score_gemma":0.0316934,"domain_scores_codex":[0.99778,0.0002062788,0.0004133492,0.0005116442,0.0004904487,0.0005983382],"domain_scores_gemma":[0.9981318,0.0006652687,0.0002877701,0.0003268341,0.0002909565,0.0002974094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000271963,0.00009265392,0.9979941,0.00005699629,0.0003694612,0.000001130815,0.0004087333,0.000005659594,0.00001361381,0.00003109626,0.00003451064,0.0009893446],"study_design_scores_gemma":[0.0005933119,0.0002337164,0.9970995,0.00009029482,0.0006519074,4.874373e-7,0.0001373628,0.0007169651,0.00004485703,0.00003487358,0.0001587819,0.0002379096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976912,0.0007985323,0.000003715385,0.0001003747,0.0003326024,0.0008565544,0.00002594416,0.00007285592,0.0001182079],"genre_scores_gemma":[0.99863,0.00002075326,0.00002824923,0.0002026799,0.000496982,0.0001055478,0.0002077079,0.00003069964,0.0002773195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005843648,"threshold_uncertainty_score":0.9859757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4228997951","doi":"10.2147/dmso.s352316","title":"Impaired Vascular Endothelial Function is Associated with Peripheral Neuropathy in Patients with Type 2 Diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Lanzhou University","keywords":"Medicine; Internal medicine; Peripheral neuropathy; Diabetes mellitus; Compound muscle action potential; Cardiology; Nerve conduction velocity; Peripheral; Type 2 diabetes; Blood pressure; Triglyceride; Endothelial dysfunction; Nerve conduction study; Gastroenterology; Endocrinology; Nerve conduction; Electrophysiology; Cholesterol","authors":[{"name":"Lingling Li","is_ca":false},{"name":"Ying Yang","is_ca":false},{"name":"Jia Bai","is_ca":false},{"name":"Yangyang Zhang","is_ca":false},{"name":"Yang Hong","is_ca":false},{"name":"Yuqi Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004963064829611993,"gpt":0.1897104771291209,"spread":0.1847474122995089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004006265,0.0002097493,0.0006043555,0.0001651516,0.0002192031,0.00002222937,0.00005622417,0.00005057376,0.0001980658],"category_scores_gemma":[0.00006600004,0.0001722872,0.0001550664,0.0005651905,0.00004709472,0.0001302187,0.0000664621,0.0002378246,0.000004395283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007441594,"about_ca_system_score_gemma":0.0001093061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004568757,"about_ca_topic_score_gemma":0.00000701687,"domain_scores_codex":[0.9981315,0.0002520236,0.0002134132,0.0003979561,0.0005750794,0.0004300478],"domain_scores_gemma":[0.9992617,0.00002772963,0.00008886681,0.0002909885,0.0001041094,0.0002265735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003187264,0.0005845675,0.9968517,0.00007495091,0.000409198,0.00002228236,0.00009721946,0.00001757412,0.00005674823,0.000003685883,0.0000307386,0.001532569],"study_design_scores_gemma":[0.006506077,0.001035345,0.9904149,0.00004772201,0.0007375934,0.000004662544,0.00002947178,0.000138992,0.00003508305,0.00002460356,0.0008279966,0.0001975626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995498,0.003457966,0.000003272844,0.00003251226,0.0001595099,0.000701801,0.00005411355,0.00006336143,0.00002945098],"genre_scores_gemma":[0.9987174,0.00004957814,0.00001668514,0.0007437138,0.00003255367,0.00008840174,0.0002720228,0.00003350164,0.00004609617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00643685,"threshold_uncertainty_score":0.7025669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176994043","doi":"10.2147/dmso.s316950","title":"External Validation of the Prognostic Prediction Model for 4-Year Risk of Metabolic Syndrome in Adults: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Brier score; Generalizability theory; Calibration; Statistic; Statistics; Retrospective cohort study; Cohort; Medicine; Computer science; Mathematics; Internal medicine","authors":[{"name":"Hui Zhang","is_ca":false},{"name":"Dandan Chen","is_ca":false},{"name":"Jin Shao","is_ca":false},{"name":"Ping Zou","is_ca":true},{"name":"Nianqi Cui","is_ca":false},{"name":"Leiwen Tang","is_ca":false},{"name":"Xiyi Wang","is_ca":false},{"name":"Dan Wang","is_ca":false},{"name":"Zhihong Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007258384028623928,"gpt":0.2181663673383658,"spread":0.2109079833097419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001524771,0.0002611047,0.001497287,0.000200929,0.00009999693,0.00001960983,0.0001486828,0.0001373407,0.00001720457],"category_scores_gemma":[0.0008785711,0.0002057846,0.0004745989,0.0006607824,0.0001317495,0.0001845862,0.0001152138,0.0002688808,0.000001891742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003008963,"about_ca_system_score_gemma":0.000138711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007701244,"about_ca_topic_score_gemma":0.0001311124,"domain_scores_codex":[0.9974441,0.0003095504,0.0006527071,0.0005621246,0.0006834368,0.0003481141],"domain_scores_gemma":[0.9983203,0.00009062947,0.0003295486,0.0007055475,0.0004452428,0.0001086826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004699063,0.0009885679,0.9946436,0.0002715945,0.001142257,0.000008309911,0.0005533961,0.0001517794,0.0001785063,0.0001021794,0.000002699787,0.001910179],"study_design_scores_gemma":[0.003435182,0.0003389207,0.9811829,0.0004143141,0.002914412,0.00003499284,0.0002022928,0.003480186,0.007088195,0.0007338647,0.00001135557,0.0001633854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891439,0.00689255,0.0003028019,0.00001347156,0.0001885637,0.003114907,0.0002766929,0.00002782403,0.00003927638],"genre_scores_gemma":[0.9981217,0.0006949201,0.0006079729,0.00001515511,0.00004938934,0.0003704777,0.00003958248,0.00003279068,0.00006803357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346064,"threshold_uncertainty_score":0.8391653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764121475","doi":"10.2147/dmso.s141571","title":"Weight loss medications in Canada – a new frontier or a repeat of past mistakes?","year":2017,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hamilton Medical Research Group; York University","funders":"","keywords":"Frontier; Weight loss; Psychology; Medicine; History; Endocrinology; Obesity; Archaeology","authors":[{"name":"Sean Wharton","is_ca":true},{"name":"Jasmine Lee","is_ca":true},{"name":"Rebecca Christensen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02250726309249779,"gpt":0.2782867475790645,"spread":0.2557794844865667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000271185,0.0002524692,0.0009226262,0.0001307216,0.0002646011,0.0000176751,0.0002678373,0.0001283104,0.0006601548],"category_scores_gemma":[0.0001681529,0.0001950317,0.00009031629,0.0001325514,0.0002234538,0.0001487659,0.0000857371,0.0002347124,0.00002869359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311552,"about_ca_system_score_gemma":0.001158979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.217554,"about_ca_topic_score_gemma":0.4361905,"domain_scores_codex":[0.9983698,0.0000717547,0.0004116193,0.0003985003,0.0003030265,0.0004452939],"domain_scores_gemma":[0.9983284,0.00009447995,0.0002518246,0.0008081444,0.00007438514,0.0004427806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006211155,0.0003164617,0.9901136,0.0001027268,0.0004013598,0.0001366302,0.0002580752,4.219278e-7,0.0003499027,0.00004045615,0.005952595,0.002265674],"study_design_scores_gemma":[0.002548809,0.0000448958,0.937607,0.000118964,0.0005798212,0.0000704487,0.00002689103,0.000007685525,0.001689858,0.0001220292,0.05700955,0.0001740428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919953,0.004620103,0.00001548217,0.001928806,0.0003511386,0.0003604957,0.00007306472,0.00001887651,0.0006367046],"genre_scores_gemma":[0.9929037,0.0009313335,0.0008347767,0.0004838081,0.0001068654,0.00002842137,0.0000683265,0.00001706664,0.004625709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2186365,"threshold_uncertainty_score":0.7953162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220700822","doi":"10.2147/dmso.s345722","title":"Feasibility of Virtual Simulation-Based Diabetes Foot Care Education in Patients with Diabetes in Ethiopia: Protocol for a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Randomized controlled trial; Diabetes mellitus; Protocol (science); Foot (prosody); Foot care; Health care","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01077575231935475,"gpt":0.2941291677439424,"spread":0.2833534154245876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001922963,0.0003247512,0.002398092,0.000557661,0.0001139796,0.00002833589,0.0001411369,0.00008773111,0.00007943002],"category_scores_gemma":[0.0005577931,0.0002535644,0.0002952605,0.0004664307,0.0001459354,0.0001275711,0.00009414305,0.0002285083,4.339883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321913,"about_ca_system_score_gemma":0.0004800332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002399299,"about_ca_topic_score_gemma":0.00001851022,"domain_scores_codex":[0.9969283,0.0005817342,0.0009457874,0.0005175689,0.0005816161,0.0004450199],"domain_scores_gemma":[0.9976345,0.001214557,0.0004243226,0.0003673457,0.000250498,0.0001088238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1692041,0.003254272,0.8244083,0.0006361692,0.0002066048,3.235061e-7,0.000175631,0.0007125631,0.00000875974,0.0001413949,0.000006292373,0.001245537],"study_design_scores_gemma":[0.5752918,0.001647865,0.4187119,0.0001202667,0.0003458457,7.882388e-9,0.0001149855,0.00332063,0.00006618377,0.0001246158,0.00008427746,0.0001716649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819306,0.00009654351,0.000008816241,0.00005377893,0.0001344225,0.2176455,0.00002643552,0.00002354263,0.00008028388],"genre_scores_gemma":[0.7395955,4.029185e-7,0.0001917447,0.0001443922,0.00002066546,0.2598574,0.0001267348,0.00002220832,0.00004089338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4060877,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737015170","doi":"10.2147/dmso.s117982","title":"Emerging use of combination therapies for the management of type 2 diabetes – focus on saxagliptin and dapagliflozin","year":2017,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Saxagliptin; Dapagliflozin; Type 2 diabetes; Medicine; Diabetes mellitus; Endocrinology; Sitagliptin","authors":[{"name":"Huan Yu","is_ca":true},{"name":"Vincent Woo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07047307259858364,"gpt":0.3239700210056702,"spread":0.2534969484070865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006456695,0.0004990918,0.002372609,0.0003151459,0.0002142844,0.00007479647,0.0002366586,0.0001588485,0.0000192568],"category_scores_gemma":[0.00007014641,0.0003182733,0.0003873268,0.0002080425,0.0002309346,0.0001396508,0.0002260461,0.0001462916,0.000005665655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002321415,"about_ca_system_score_gemma":0.00002754934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484188,"about_ca_topic_score_gemma":0.000002787587,"domain_scores_codex":[0.9981388,0.00009029829,0.0005966735,0.000475306,0.0003113883,0.0003875225],"domain_scores_gemma":[0.9978002,0.0004441722,0.0006818838,0.0008639143,0.0001177302,0.00009204037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001332852,0.0003965466,0.00996195,0.02060146,0.005754091,0.000002114412,0.00008661014,1.808812e-7,0.000002322896,0.003025469,0.0001782891,0.9599776],"study_design_scores_gemma":[0.001225383,0.0005666707,0.05843167,0.009273975,0.0138358,0.00000135126,0.00002893248,0.00002074739,0.00003878988,0.0004464376,0.9157918,0.0003384479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1761869,0.8209656,0.000004001017,0.00007623991,0.000241709,0.002314045,0.00007331911,0.00002470816,0.0001134089],"genre_scores_gemma":[0.01992103,0.9779342,0.0005575511,0.00003594372,0.00003874352,0.0002541972,0.000149409,0.00005716773,0.001051771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9596392,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160865497","doi":"10.2147/dmso.s288881","title":"Development and Internal Validation of a Prognostic Model for 4-Year Risk of Metabolic Syndrome in Adults: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Brier score; Medicine; Retrospective cohort study; Logistic regression; Metabolic syndrome; Cohort; Body mass index; Internal medicine; Cohort study; Receiver operating characteristic; Physical therapy; Statistics; Obesity","authors":[{"name":"Hui Zhang","is_ca":false},{"name":"Dandan Chen","is_ca":false},{"name":"Jing Shao","is_ca":false},{"name":"Ping Zou","is_ca":true},{"name":"Nianqi Cui","is_ca":false},{"name":"Leiwen Tang","is_ca":false},{"name":"Dan Wang","is_ca":false},{"name":"Zhihong Ye","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009590414005753287,"gpt":0.2344242884514787,"spread":0.2248338744457254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009964533,0.0002654824,0.001436457,0.00027396,0.00005982438,0.00001514708,0.0000983099,0.0001171166,0.00001499763],"category_scores_gemma":[0.0007326438,0.0002421856,0.000103255,0.0004839239,0.00009328993,0.000148904,0.000153384,0.0002208647,0.000001766397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003652272,"about_ca_system_score_gemma":0.0001773585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009316791,"about_ca_topic_score_gemma":0.00003363232,"domain_scores_codex":[0.9978313,0.0001162639,0.0006966535,0.0005715353,0.00045446,0.0003297951],"domain_scores_gemma":[0.9987755,0.0001036475,0.0003156842,0.0003415891,0.0003215504,0.0001420705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000547095,0.001038566,0.9939093,0.0003422162,0.001002324,0.0000309163,0.002524618,0.00001181777,0.0004141125,0.0001520745,0.000001726364,0.0005176491],"study_design_scores_gemma":[0.003497883,0.0002826156,0.9842528,0.0003118082,0.001483848,0.00006834343,0.0006653823,0.002156076,0.006850412,0.0002141824,0.0000130424,0.0002035929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944151,0.00341655,0.0002281294,0.00001405485,0.00007149002,0.001719188,0.00007026157,0.00002089524,0.00004431414],"genre_scores_gemma":[0.993261,0.0003790058,0.005965338,0.00001621494,0.00001433269,0.0002180032,0.00003935571,0.00002757417,0.00007917971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009656456,"threshold_uncertainty_score":0.9876042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316591668","doi":"10.2147/dmso.s394099","title":"Reduced Serum Levels of Klotho are Associated with Mild Cognitive Impairment in Patients with Type 2 Diabetes Mellitus","year":2023,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Internal medicine; Medicine; Klotho; Creatinine; Diabetes mellitus; Body mass index; Type 2 Diabetes Mellitus; Logistic regression; Gastroenterology; Type 2 diabetes; Endocrinology; Montreal Cognitive Assessment; Hemoglobin; Cognitive impairment; Kidney; Disease","authors":[{"name":"Haina Zhang","is_ca":false},{"name":"Yu Lou","is_ca":false},{"name":"Gai Yun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01408843457811102,"gpt":0.2380687046099697,"spread":0.2239802700318586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945521,0.00027428,0.0008591302,0.0002455559,0.00007233117,0.0000130808,0.00005830765,0.00009831745,0.00002037939],"category_scores_gemma":[0.00007651071,0.0001939883,0.00005544326,0.001014746,0.0001138803,0.0001101848,0.00004565819,0.0001264756,0.00001999643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003092704,"about_ca_system_score_gemma":0.00006421177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002096198,"about_ca_topic_score_gemma":0.00002546075,"domain_scores_codex":[0.9984481,0.00007878183,0.0002566279,0.0003748241,0.0003470873,0.000494533],"domain_scores_gemma":[0.9991788,0.00009194081,0.0001789507,0.0001931183,0.0001975143,0.0001596446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127188,0.001108556,0.9972646,0.00004582058,0.0006970105,0.00002648895,0.0002402222,0.000001775368,0.00005628564,0.000003414504,0.00003792881,0.000405227],"study_design_scores_gemma":[0.008198865,0.001383725,0.9863792,0.0003727034,0.0004689831,6.935661e-7,0.0001350522,0.00002542199,0.002774792,0.00003881628,0.000006792056,0.0002149441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994671,0.004048825,1.532673e-7,0.00003696063,0.00004482418,0.0007554179,0.0003228029,0.00005789142,0.00006215424],"genre_scores_gemma":[0.9993509,0.0001794005,0.00002292408,0.00008521127,0.000006484661,0.00003852067,0.0001643537,0.00003139624,0.0001207981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088534,"threshold_uncertainty_score":0.7910612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105425524","doi":"10.2147/dmso.s277473","title":"<p>Diabetic Peripheral Neuropathy Increases Electrical Stimulation Threshold of Sciatic Nerve: A Prospective Parallel Cohort Study</p>","year":2020,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Pain Management and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Science Foundation of Guangxi Province","keywords":"Medicine; Sciatic nerve; Stimulation; Peripheral neuropathy; Peripheral; Diabetes mellitus; Diabetic neuropathy; Anesthesia; Internal medicine; Endocrinology","authors":[{"name":"Guang Ying Zhang","is_ca":false},{"name":"Yi Feng Chen","is_ca":false},{"name":"Wei Dai","is_ca":false},{"name":"Dan Zhang","is_ca":false},{"name":"Yi Huang","is_ca":false},{"name":"Wen Zheng He","is_ca":false},{"name":"Cheng Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01071406837730839,"gpt":0.2320898717150023,"spread":0.2213758033376939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004320764,0.0003657046,0.001166812,0.0001679036,0.0001514225,0.00004572592,0.00013776,0.00007984722,0.00007284226],"category_scores_gemma":[0.0002742921,0.0003063046,0.0001800097,0.0007027611,0.0001126635,0.0001729843,0.000133793,0.0001676425,0.00002244021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005065248,"about_ca_system_score_gemma":0.00006492683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002341589,"about_ca_topic_score_gemma":0.000006723109,"domain_scores_codex":[0.9976265,0.0002028272,0.0004734114,0.0006456069,0.000588729,0.0004629081],"domain_scores_gemma":[0.9989003,0.0001331179,0.0001788586,0.0003504814,0.0001182864,0.0003189503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009401749,0.002111157,0.9945824,0.000155393,0.0007536207,0.0001335639,0.0002842845,0.00004624106,0.0009629219,0.0003863206,0.00006234416,0.0004277398],"study_design_scores_gemma":[0.003702272,0.001742093,0.9838995,0.00004598398,0.001822311,0.000007535087,0.00001996737,0.008005895,0.00022651,0.0002017453,0.00007298865,0.0002531761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921765,0.004833833,0.00002795869,0.000125049,0.00004698162,0.002322296,0.00001115095,0.0001171435,0.0003390984],"genre_scores_gemma":[0.9988502,0.0002159178,0.000222039,0.0002811173,0.0000843294,0.0001545971,0.00004270367,0.00003565786,0.0001134697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068287,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112608737","doi":"10.2147/dmso.s275080","title":"<p>The Challenges of Identifying Environmental Determinants of Type 1 Diabetes: In Search of the Holy Grail</p>","year":2020,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Observational study; Type 2 diabetes; Disease; Genetic predisposition; Medicine; Diabetes mellitus; Etiology; Type 1 diabetes; Obesity; Environmental health; Bioinformatics; Intensive care medicine; Biology; Internal medicine; Endocrinology","authors":[{"name":"Sonia Butalia","is_ca":true},{"name":"Gilaad G. Kaplan","is_ca":true},{"name":"Bushra Khokhar","is_ca":true},{"name":"Sydney Haubrich","is_ca":true},{"name":"Doreen M. Rabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02068609809900345,"gpt":0.2599006314087676,"spread":0.2392145333097641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006240734,0.000409105,0.001810964,0.0001079856,0.00007200272,0.00001471534,0.0007175145,0.0003635641,0.00001257267],"category_scores_gemma":[0.0001421824,0.0002775108,0.0005431392,0.000350356,0.0003865561,0.00001082149,0.0006145118,0.0002318297,0.000004203163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001267774,"about_ca_system_score_gemma":0.0001241958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007403469,"about_ca_topic_score_gemma":0.00002268222,"domain_scores_codex":[0.9975551,0.0003935576,0.0007539958,0.0005043331,0.0003394908,0.0004535131],"domain_scores_gemma":[0.998591,0.0001020471,0.0005927002,0.0005954069,0.00003683904,0.00008197362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001340006,0.0009062116,0.2324633,0.02311,0.002103191,0.000007418611,0.000494478,0.000003877811,0.03426457,0.0001812884,0.00008930855,0.7063629],"study_design_scores_gemma":[0.001778598,0.0009474145,0.665861,0.01180783,0.003410643,0.00001224032,0.0003341044,0.00005308167,0.02661868,0.0002353224,0.2872001,0.001740965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4923399,0.507155,4.519138e-8,0.000007692942,0.00007950076,0.000269219,0.0001212393,0.000001975611,0.00002540392],"genre_scores_gemma":[0.4353216,0.5645455,0.000006083683,0.00001122094,0.00001959003,0.00001711193,0.00003086824,0.00002674668,0.00002130404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.704622,"threshold_uncertainty_score":0.9999677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311260174","doi":"10.2147/dmso.s378396","title":"Microbiome-Targeted Therapies as an Adjunct to Traditional Weight Loss Interventions: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"","keywords":"Adjunct; Meta-analysis; Psychological intervention; Medicine; Weight loss; Intensive care medicine; Systematic review; MEDLINE; Internal medicine; Biology; Obesity; Psychiatry","authors":[{"name":"Tina Peckmezian","is_ca":false},{"name":"Vanessa García-Larsen","is_ca":false},{"name":"Kayla Wilkins","is_ca":true},{"name":"Rana H. Mosli","is_ca":false},{"name":"Nasser F. BinDhim","is_ca":false},{"name":"George Kunnackal John","is_ca":false},{"name":"Muhammad Yasir","is_ca":false},{"name":"Esam I. Azhar","is_ca":false},{"name":"Gerard E. Mullin","is_ca":false},{"name":"Saleh A. Alqahtani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05575994157659774,"gpt":0.3200960668734114,"spread":0.2643361252968137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001160919,0.0006619475,0.00627696,0.0004451095,0.0002785097,0.00007942737,0.0004361117,0.0002433277,0.001105746],"category_scores_gemma":[0.00007401359,0.0004877294,0.002673987,0.0007973928,0.00009793703,0.00001596338,0.0002639665,0.0002500777,0.00002855618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002281627,"about_ca_system_score_gemma":0.0001199782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002384827,"about_ca_topic_score_gemma":0.00001733011,"domain_scores_codex":[0.9963068,0.001046288,0.001045909,0.0009853302,0.0001902262,0.0004254892],"domain_scores_gemma":[0.9982479,0.00005944745,0.0005021848,0.0008159857,0.00007016385,0.0003043638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002735239,0.0004304737,0.00005862204,0.8108402,0.1865275,0.00001542833,0.00008402627,9.693808e-8,0.00008494421,0.0001402618,0.0004522575,0.001363423],"study_design_scores_gemma":[0.0001422437,0.0003032878,0.0003983012,0.005456039,0.7110658,0.000243659,0.00001605952,1.713151e-7,0.00001424665,0.00003876645,0.2815929,0.0007284509],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005213835,0.9909164,0.000008621369,0.00007328323,0.00006747504,0.002179386,0.001512826,0.00001810998,0.00001007727],"genre_scores_gemma":[0.0007110327,0.9929807,0.0001732199,0.001290683,0.00003381213,0.0009981835,0.003268294,0.00005241767,0.0004916993],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8053842,"threshold_uncertainty_score":0.9998074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976403800","doi":"10.2147/dmso.s4790","title":"Inhibition of dipeptidyl peptidase-4: The mechanisms of action and clinical use of vildagliptin for the management of type 2 diabetes","year":2009,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Vildagliptin; Postprandial; Incretin; Dipeptidyl peptidase-4; Type 2 diabetes; Endocrinology; Internal medicine; Glucagon-like peptide-1; Dipeptidyl peptidase; Medicine; Diabetes mellitus; Endogeny; Insulin; Pharmacology; Chemistry; Biochemistry; Enzyme","authors":[{"name":"Adrian Vella","is_ca":true},{"name":"Galina Smushkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03665963313364855,"gpt":0.2980097433173802,"spread":0.2613501101837317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007828154,0.0001387382,0.0006680907,0.0001146785,0.00006663848,0.000008077449,0.00006190682,0.00008557679,0.00002836654],"category_scores_gemma":[0.00008754783,0.00008468798,0.0002421334,0.0003101919,0.0002437666,0.0001014633,0.00004586299,0.00009790655,5.821451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004744707,"about_ca_system_score_gemma":0.00001421839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000013834,"about_ca_topic_score_gemma":0.0000027669,"domain_scores_codex":[0.9987154,0.00008420863,0.0006019382,0.0001969194,0.0002394625,0.000162088],"domain_scores_gemma":[0.9987512,0.0002855667,0.0003930197,0.0003083871,0.0001993885,0.00006242816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004879333,0.003642346,0.4457547,0.003845319,0.004976783,0.000006693845,0.0006228592,0.00003573858,0.4306969,0.01923703,0.0005240319,0.09016962],"study_design_scores_gemma":[0.001159224,0.000695736,0.8339806,0.0006469307,0.001719715,0.000002366442,0.0002671451,0.0008275954,0.1588342,0.00162563,0.0001443825,0.000096467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980938,0.0007747115,0.0002655209,0.0002779622,0.00003166828,0.0004637748,0.00005358465,0.000009801664,0.00002915884],"genre_scores_gemma":[0.9977046,0.0009934214,0.0009897941,0.0001798868,0.00002225387,0.000008932294,0.0000259346,0.000008203299,0.00006700193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882259,"threshold_uncertainty_score":0.3453476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965793648","doi":"10.2147/dmso.s208492","title":"<p>Correlation of acidosis-adjusted potassium level and cardiovascular outcomes in diabetic ketoacidosis: a systematic review</p>","year":2019,"lang":"en","type":"article","venue":"Diabetes Metabolic Syndrome and Obesity","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diabetic ketoacidosis; Medicine; Potassium; Acidosis; Diabetes mellitus; Internal medicine; Resuscitation; Incidence (geometry); Ketoacidosis; Insulin; Gastroenterology; Endocrinology; Anesthesia; Type 1 diabetes; Chemistry","authors":[{"name":"Atif Usman","is_ca":false},{"name":"Mohd Makmor‐Bakry","is_ca":false},{"name":"Norlaila Mustafa","is_ca":false},{"name":"Inayat Ur Rehman","is_ca":false},{"name":"Allah Bukhsh","is_ca":false},{"name":"Shaun Wen Huey Lee","is_ca":false},{"name":"Tahir Mehmood Khan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00671958970412989,"gpt":0.1984905042972652,"spread":0.1917709145931353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001025242,0.0003716793,0.00177819,0.0001567818,0.00006070376,0.00003320851,0.0002158436,0.0002626197,0.00001522999],"category_scores_gemma":[0.0003809735,0.0003242976,0.0003917183,0.0003274188,0.0000883575,0.00002922644,0.0001752056,0.0001221444,0.00001524304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001259997,"about_ca_system_score_gemma":0.00004292638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001638081,"about_ca_topic_score_gemma":0.00001885935,"domain_scores_codex":[0.9976166,0.0002993225,0.0006645944,0.0005916788,0.000347563,0.0004802116],"domain_scores_gemma":[0.9987532,0.00006333223,0.0002734681,0.000675428,0.000105054,0.0001294795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000559208,0.0002293889,0.9427952,0.03059239,0.001545315,0.00000253586,0.00007383305,0.00002550269,0.02407408,0.0001012242,0.00006260412,0.0004923105],"study_design_scores_gemma":[0.001694643,0.0001812106,0.9842002,0.006730688,0.001693351,0.000006551115,0.00006449161,0.0001853049,0.004260189,0.00006731963,0.0003258099,0.000590199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7943379,0.2043983,0.00001090226,0.00004077111,0.0001324174,0.0008921136,0.00006232224,0.00001393718,0.0001113333],"genre_scores_gemma":[0.9840735,0.01512184,0.00006615464,0.0002292335,0.00001286782,0.0001058538,0.0000987843,0.00003404715,0.0002577329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897356,"threshold_uncertainty_score":0.9999209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}