{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"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":"bd86d007e5a4","filters":{"venue":"Emerging Themes in Epidemiology"}},"results":[{"id":"W1565807036","doi":"10.1186/1742-7622-3-3","title":"The basic principles of migration health: Population mobility and gaps in disease prevalence","year":2006,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":201,"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":"Epidemiology; Population; Public health; Disease; Environmental health; Social determinants of health; Global health; Population health; Refugee; Medicine; Geographic mobility; Health equity; Economic growth; Geography; Demographic economics; Gerontology; Economics; Pathology","authors":[{"name":"Brian D. Gushulak","is_ca":false},{"name":"Douglas W. MacPherson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05092244155142116,"gpt":0.3852388913453103,"spread":0.3343164497938891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01114208,0.0007200879,0.001144733,0.003334881,0.001914958,0.004048718,0.001861384,0.002895761,0.003848093],"category_scores_gemma":[0.02077307,0.0005112372,0.0009129986,0.002054159,0.01555831,0.01012045,0.005586488,0.003403526,0.0004585198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002858939,"about_ca_system_score_gemma":0.004772966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00530888,"about_ca_topic_score_gemma":0.004716249,"domain_scores_codex":[0.9946035,0.003304008,0.0004232776,0.000704557,0.0006260707,0.0003386461],"domain_scores_gemma":[0.9915558,0.00559991,0.001193768,0.0005022269,0.0007486386,0.0003996409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007871821,0.0001058185,0.03537657,0.001224719,0.0001639218,0.0004946367,0.007217228,0.002838851,0.0002064597,0.8232074,0.01460222,0.1144835],"study_design_scores_gemma":[0.00003198297,0.0001316857,0.02146333,0.0009672835,0.00006389793,0.001211754,0.005668342,0.00210264,0.0001359864,0.9216744,0.04649816,0.00005055856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08979752,0.04976207,0.2262342,0.5465169,0.003689258,0.0006606881,0.001611338,0.0001865173,0.08154149],"genre_scores_gemma":[0.8734414,0.02786771,0.06651435,0.02028233,0.003892263,0.001297845,0.0004249562,0.00004047927,0.006238624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01114208,"threshold_uncertainty_score":0.05892563,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015678583","doi":"10.1186/1742-7622-10-14","title":"Log-binomial models: exploring failed convergence","year":2013,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Queen's University","funders":"Alberta Innovates","keywords":"Binomial (polynomial); Quasi-likelihood; Convergence (economics); Log-linear model; Binomial distribution; Statistics; Metric (unit); Negative binomial distribution; Function (biology); Mathematics; Set (abstract data type); Econometrics; Binary number; Computer science; Linear model","authors":[{"name":"Tyler Williamson","is_ca":true},{"name":"Misha Eliasziw","is_ca":false},{"name":"Gordon H. Fick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3515251721728177,"gpt":0.4219060614536276,"spread":0.07038088928080993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1128366,0.001888432,0.00372043,0.003987547,0.001760132,0.00423969,0.006302193,0.004470185,0.006012401],"category_scores_gemma":[0.3686301,0.001560486,0.003681511,0.003182359,0.006051731,0.007244764,0.005088858,0.008056037,0.0009504895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003441126,"about_ca_system_score_gemma":0.003013483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006158675,"about_ca_topic_score_gemma":0.003741116,"domain_scores_codex":[0.9478841,0.04290706,0.001576044,0.003003796,0.003796299,0.0008325599],"domain_scores_gemma":[0.4605619,0.5127181,0.01020509,0.007965025,0.007371989,0.001177923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003118236,0.0001312337,0.01780665,0.0008818207,0.0005832528,0.001142975,0.002284605,0.294983,0.0004631042,0.6208274,0.005210333,0.0553738],"study_design_scores_gemma":[0.00005062616,0.00008021753,0.000869139,0.0002666073,0.0000650137,0.0003176568,0.0001833615,0.5593117,0.0002464315,0.4358433,0.002716114,0.0000498659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01723931,0.001160333,0.9766294,0.00203804,0.00009522159,0.0001476097,0.0001310279,0.0002944536,0.002264643],"genre_scores_gemma":[0.344812,0.00230363,0.6444727,0.001674746,0.0003877014,0.001563436,0.0005896693,0.0005395696,0.003656564],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1128366,"threshold_uncertainty_score":0.5967441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098592714","doi":"10.1186/1742-7622-10-12","title":"Data harmonization and federated analysis of population-based studies: the BioSHaRE project","year":2013,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research; McGill University Health Centre","funders":"Medical Research Council; Terveyden ja hyvinvoinnin laitos; Helmholtz Zentrum München; Norges Teknisk-Naturvitenskapelige Universitet; University of Leicester; Universitair Medisch Centrum Groningen; European Commission","keywords":"Harmonization; Computer science; European union; Interoperability; Pooling; Data sharing; Data science; Population; The Internet; World Wide Web; Database; Medicine; Business","authors":[{"name":"Dany Doiron","is_ca":true},{"name":"Paul R. Burton","is_ca":false},{"name":"Yannick Marcon","is_ca":true},{"name":"Amadou Gaye","is_ca":false},{"name":"Bruce H. R. Wolffenbuttel","is_ca":false},{"name":"Markus Perola","is_ca":false},{"name":"Ronald P. Stolk","is_ca":false},{"name":"Luisa Foco","is_ca":false},{"name":"Cosetta Minelli","is_ca":false},{"name":"Mélanie Waldenberger","is_ca":false},{"name":"Rolf Holle","is_ca":false},{"name":"Kirsti Kvaløy","is_ca":false},{"name":"Hans L. Hillege","is_ca":false},{"name":"Anne-Marie Tassé","is_ca":false},{"name":"Vincent Ferretti","is_ca":true},{"name":"Isabel Fortier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1494254868953014,"gpt":0.4044724662617099,"spread":0.2550469793664084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4066531,0.001952628,0.003353179,0.01100752,0.002615306,0.01078556,0.007209197,0.002052996,0.003603382],"category_scores_gemma":[0.3560626,0.001726085,0.004060788,0.01422915,0.00407386,0.007310695,0.02788799,0.003045693,0.001362375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048542,"about_ca_system_score_gemma":0.01995242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959879,"about_ca_topic_score_gemma":0.001044043,"domain_scores_codex":[0.6478399,0.2706789,0.03361527,0.01921639,0.02611952,0.002530065],"domain_scores_gemma":[0.4948138,0.2169375,0.04217555,0.1890171,0.04879418,0.008261797],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003985054,0.001463313,0.07065973,0.006795813,0.006731655,0.0005230976,0.01221929,0.01749883,0.0107114,0.06958902,0.04448859,0.7553342],"study_design_scores_gemma":[0.004817725,0.004169554,0.1416564,0.01109359,0.003962616,0.001586696,0.008178768,0.07158055,0.05295206,0.2604556,0.4387267,0.0008197218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05556047,0.002936792,0.9009445,0.005644662,0.0007017757,0.01479777,0.008917101,0.00579833,0.004698692],"genre_scores_gemma":[0.07905474,0.0006685984,0.8898041,0.001232436,0.0002391626,0.01384943,0.01311731,0.001201241,0.0008329408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5933469,"threshold_uncertainty_score":0.7317023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2600915908","doi":"10.1186/s12982-017-0058-2","title":"Comparison of response patterns in different survey designs: a longitudinal panel with mixed-mode and online-only design","year":2017,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of New Brunswick","funders":"","keywords":"Mixed mode; Multinomial logistic regression; Logistic regression; Statistics; Data collection; Population; Ordered logit; Medicine; Demography; Psychology; Environmental health; Mathematics","authors":[{"name":"Nicole Rübsamen","is_ca":true},{"name":"Manas K. Akmatov","is_ca":false},{"name":"Stefanie Castell","is_ca":false},{"name":"André Karch","is_ca":true},{"name":"Rafael Mikolajczyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6818159177855478,"gpt":0.569053304919872,"spread":0.1127626128656758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07109785,0.001046153,0.001153122,0.002229232,0.001456689,0.001206074,0.001458692,0.002016398,0.003311867],"category_scores_gemma":[0.0996082,0.000780925,0.003183924,0.002001717,0.001129061,0.001392186,0.001668665,0.001209226,0.0008995355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009374419,"about_ca_system_score_gemma":0.001245623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245486,"about_ca_topic_score_gemma":0.001951161,"domain_scores_codex":[0.8993205,0.08438847,0.005240399,0.005053889,0.004530163,0.001466565],"domain_scores_gemma":[0.9109805,0.04535576,0.01745465,0.01636884,0.008696661,0.001143584],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00955779,0.00251628,0.942915,0.000881717,0.003902138,0.0002834073,0.004627892,0.001739843,0.002777184,0.00114676,0.002402472,0.02724948],"study_design_scores_gemma":[0.002558444,0.0241792,0.9210906,0.0006305482,0.003144672,0.0008215538,0.004992923,0.02230447,0.007029374,0.003879274,0.009118926,0.000250075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301673,0.0007318277,0.05716748,0.0002905931,0.000220892,0.007126397,0.003047532,0.0001438484,0.001104143],"genre_scores_gemma":[0.9280087,0.0001836129,0.0444931,0.0008081974,0.0001242083,0.02233725,0.003090345,0.00005176082,0.0009028208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9289021,"threshold_uncertainty_score":0.3760059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586667947","doi":"10.1186/s12982-017-0056-4","title":"Participatory epidemiology: the contribution of participatory research to epidemiology","year":2017,"lang":"en","type":"review","venue":"Emerging Themes in Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta; Universität Bielefeld; Bundesministerium für Bildung und Forschung; Public Health Agency; Robert Koch Institut; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology","keywords":"Participatory action research; Citizen journalism; Epidemiology; Public health; Context (archaeology); Population; Grey literature; Medicine; Data science; Sociology; MEDLINE; Environmental health; Computer science; Political science; Geography; World Wide Web; Nursing","authors":[{"name":"M Bach","is_ca":false},{"name":"Susanne Jordan","is_ca":false},{"name":"Susanne Härtung","is_ca":false},{"name":"Claudia Hövener","is_ca":false},{"name":"Michael T. Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9800640888087329,"gpt":0.8293851680403046,"spread":0.1506789207684283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3644722,0.002477967,0.004968938,0.0126037,0.01349148,0.02529732,0.006214292,0.01079353,0.00545714],"category_scores_gemma":[0.3054045,0.00223496,0.003108343,0.01008758,0.08892114,0.02681432,0.03352629,0.01142948,0.0009199507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0124387,"about_ca_system_score_gemma":0.05025012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536717,"about_ca_topic_score_gemma":0.004307219,"domain_scores_codex":[0.3534092,0.6054584,0.008507866,0.01408186,0.01566893,0.002873718],"domain_scores_gemma":[0.3042922,0.6335207,0.01661559,0.02783743,0.0135381,0.004196064],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000832717,0.0001528452,0.003955287,0.01055844,0.0005142229,0.0007543986,0.1120984,0.002736034,0.0004012837,0.7390147,0.006764907,0.1229661],"study_design_scores_gemma":[0.00007682269,0.0001921491,0.001130238,0.01373326,0.0001470162,0.0004877016,0.02331441,0.001769272,0.0003684009,0.8762299,0.08243749,0.0001132245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.01439436,0.05933881,0.6541966,0.1727365,0.004616235,0.005502685,0.0004466905,0.000366514,0.08840157],"genre_scores_gemma":[0.4365523,0.03720688,0.4925666,0.01630651,0.002377312,0.01063736,0.0002504784,0.0001988438,0.00390372],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6355278,"threshold_uncertainty_score":0.7837189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020035138","doi":"10.1186/1742-7622-4-15","title":"Estimating the role of casual contact from the community in transmission of Bordetella pertussis to young infants","year":2007,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Sanofi Pasteur; Sanofi","keywords":"Casual; Medicine; Transmission (telecommunications); Bordetella pertussis; Pediatrics; Contact tracing; Epidemiology; Demography; Infectious disease (medical specialty); Disease; Biology; Internal medicine; Computer science; Telecommunications; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Aaron M. Wendelboe","is_ca":false},{"name":"Michael G. Hudgens","is_ca":false},{"name":"Charles Poole","is_ca":false},{"name":"Annelies Van Rie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02891247398680504,"gpt":0.3290928570672028,"spread":0.3001803830803977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0365427,0.0006444035,0.00110547,0.00270626,0.0005834998,0.001079573,0.001020779,0.001008867,0.0009878771],"category_scores_gemma":[0.1132862,0.0007144738,0.002536936,0.001492567,0.0004256887,0.001313779,0.001988835,0.001050196,0.0001376451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005837033,"about_ca_system_score_gemma":0.0005837765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00521392,"about_ca_topic_score_gemma":0.00478581,"domain_scores_codex":[0.9588065,0.03584859,0.001390969,0.001799034,0.001599364,0.0005555199],"domain_scores_gemma":[0.9157498,0.07011963,0.006645626,0.00544114,0.001521402,0.0005223415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001261369,0.0001511923,0.9532254,0.0002605171,0.003474042,0.0001856518,0.000715984,0.004862575,0.000620135,0.0003736267,0.0001808165,0.03468874],"study_design_scores_gemma":[0.00006640752,0.001593674,0.9496524,0.000249805,0.002311843,0.0008701224,0.0005893303,0.04094474,0.001347567,0.00157343,0.0007259773,0.00007475811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764094,0.002352992,0.01992357,0.0001434194,0.00001489252,0.0001256594,0.0004999461,0.00004645839,0.0004836571],"genre_scores_gemma":[0.9927087,0.0003270362,0.006430865,0.00005062953,0.00001215329,0.00006155865,0.0002996677,0.000007581255,0.0001017859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0365427,"threshold_uncertainty_score":0.1932586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1773473668","doi":"10.1186/1742-7622-3-5","title":"Causal criteria and counterfactuals; nothing more (or less) than scientific common sense","year":2006,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Counterfactual thinking; Counterfactual conditional; Causation; Common sense; Epistemology; Causality (physics); Set (abstract data type); Consilience; Scientific method; Nothing; Scientific evidence; Computer science; Philosophy","authors":[{"name":"Carl V. Phillips","is_ca":true},{"name":"Karen J. Goodman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2330471300744276,"gpt":0.4779685640574869,"spread":0.2449214339830593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06846395,0.001669513,0.003544413,0.00714309,0.003073527,0.0103019,0.003614157,0.006412426,0.007165203],"category_scores_gemma":[0.119232,0.001097034,0.002642509,0.004937378,0.05611891,0.02872644,0.006323721,0.01207632,0.001119837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004872365,"about_ca_system_score_gemma":0.00470629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002113041,"about_ca_topic_score_gemma":0.001277322,"domain_scores_codex":[0.9351084,0.04535086,0.002752578,0.005420245,0.01036548,0.001002335],"domain_scores_gemma":[0.8263992,0.1437517,0.007956208,0.01416888,0.00630479,0.001419165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008454208,0.000004875895,0.0001285718,0.00007354582,0.0000226211,0.00001515517,0.0001745625,0.0002753371,0.00001633565,0.9957263,0.0009370862,0.002617026],"study_design_scores_gemma":[0.000008790073,0.000006204219,0.00007016098,0.00006014852,0.000008810911,0.00002899378,0.00006403204,0.0004696989,0.00003473565,0.9938403,0.005400417,0.000007831365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007111028,0.02450135,0.8017666,0.1144193,0.002783569,0.0001685879,0.0004394024,0.0002494687,0.04856071],"genre_scores_gemma":[0.5384789,0.01721654,0.3920671,0.03141709,0.007528762,0.001721124,0.0005924219,0.0004248114,0.01055325],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06846395,"threshold_uncertainty_score":0.3620763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110401273","doi":"10.1186/1742-7622-8-4","title":"Defining neurotrauma in administrative data using the International Classification of Diseases Tenth Revision","year":2011,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute","funders":"Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"Public health; Epidemiology; Medicine; Data science; Environmental health; Computer science; Pathology","authors":[{"name":"Amy Y. Chen","is_ca":true},{"name":"Angela Colantonio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5648820655142539,"gpt":0.5360223429478904,"spread":0.02885972256636349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01971876,0.001060039,0.001651084,0.02139741,0.0009731386,0.003017109,0.002767788,0.0008321516,0.003109979],"category_scores_gemma":[0.05109791,0.0002882965,0.00148208,0.03518212,0.002258663,0.002165089,0.001908388,0.001597719,0.0006726162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008589651,"about_ca_system_score_gemma":0.02334703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1486183,"about_ca_topic_score_gemma":0.1258108,"domain_scores_codex":[0.9691327,0.005472889,0.01214574,0.001926319,0.01005727,0.001265037],"domain_scores_gemma":[0.9208281,0.02015325,0.03302037,0.002769508,0.021948,0.001280712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004217362,0.0001038013,0.4441885,0.08887492,0.002091686,0.001267399,0.01004798,0.001282712,0.001146524,0.02146574,0.1741819,0.254927],"study_design_scores_gemma":[0.0001247254,0.0001421857,0.5876875,0.06954481,0.0011906,0.001577053,0.006890841,0.0007791279,0.0006371428,0.008029315,0.3231446,0.0002520549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09568301,0.4993773,0.03417009,0.02998095,0.00662786,0.006401752,0.273324,0.0008184413,0.0536167],"genre_scores_gemma":[0.4759542,0.2454049,0.07039227,0.007520242,0.002111318,0.009753843,0.1848616,0.0002440414,0.003757533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1486183,"threshold_uncertainty_score":0.2955065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132957985","doi":"10.1186/1742-7622-3-19","title":"The role of sexually transmitted infections in male circumcision effectiveness against HIV – insights from clinical trial simulation","year":2006,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Genital Health and Disease","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; National Institutes of Health; Wellcome Trust","keywords":"Medicine; Human immunodeficiency virus (HIV); Clinical trial; Immunology; Internal medicine","authors":[{"name":"Kamal Desai","is_ca":false},{"name":"Marie‐Claude Boily","is_ca":false},{"name":"Geoff P. Garnett","is_ca":false},{"name":"Benoı̂t Mâsse","is_ca":false},{"name":"Stephen Moses","is_ca":true},{"name":"Robin L. Bailey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04515978878399967,"gpt":0.4056963683296211,"spread":0.3605365795456215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2018425,0.001331984,0.004293303,0.001450445,0.0005822592,0.003217977,0.002657919,0.003382701,0.004271083],"category_scores_gemma":[0.4507046,0.001119411,0.003636353,0.001293749,0.003260416,0.003399085,0.002384171,0.003137243,0.0003426843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439171,"about_ca_system_score_gemma":0.006148294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005649792,"about_ca_topic_score_gemma":0.003593116,"domain_scores_codex":[0.8377081,0.1543283,0.002758727,0.001998571,0.002192289,0.001014053],"domain_scores_gemma":[0.2468384,0.7244903,0.01614622,0.007310923,0.003712507,0.001501537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01180696,0.000658808,0.03641412,0.003065846,0.004691751,0.0005535408,0.0008110422,0.808536,0.0004039445,0.09144052,0.002932339,0.03868519],"study_design_scores_gemma":[0.002765076,0.002838363,0.004389975,0.0007849331,0.002062412,0.0002575547,0.0001391343,0.8963574,0.0002982101,0.08691857,0.00310252,0.0000858954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5113007,0.0295185,0.4024718,0.01955516,0.0008144374,0.008542964,0.002552906,0.0006965077,0.02454712],"genre_scores_gemma":[0.9537771,0.001849076,0.03860801,0.001338675,0.00013121,0.00295929,0.0003829859,0.00004196876,0.0009117665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2018425,"threshold_uncertainty_score":0.9842703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151501062","doi":"10.1186/1742-7622-9-5","title":"Choosing a survey sample when data on the population are limited: a method using Global Positioning Systems and aerial and satellite photographs","year":2012,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; McMaster University","funders":"","keywords":"Satellite; Sample (material); Population; Geography; Sampling (signal processing); Estimation; Computer science; Selection (genetic algorithm); Statistics; Aerial photography; Survey methodology; Remote sensing; Aerial survey; Cartography; Artificial intelligence; Mathematics; Computer vision; Engineering; Demography","authors":[{"name":"Harry S. Shannon","is_ca":true},{"name":"Royce A. Hutson","is_ca":false},{"name":"Athena R. Kolbe","is_ca":false},{"name":"Bernadette Stringer","is_ca":true},{"name":"Ted Haines","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5283224755732412,"gpt":0.5231863357740245,"spread":0.005136139799216677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09374519,0.0008813088,0.001812065,0.005074449,0.001739043,0.001408229,0.003152815,0.001745012,0.00348118],"category_scores_gemma":[0.1498337,0.001041706,0.0009412572,0.005473107,0.001937629,0.002089236,0.002564182,0.001041629,0.000983782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009814795,"about_ca_system_score_gemma":0.001914017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450897,"about_ca_topic_score_gemma":0.003982837,"domain_scores_codex":[0.8416831,0.1392675,0.006968447,0.004683347,0.006741078,0.000656413],"domain_scores_gemma":[0.9033039,0.07114337,0.006240644,0.01093783,0.007497112,0.0008770965],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001512333,0.0007548326,0.1926091,0.005274934,0.0007112565,0.001164681,0.02154917,0.004316017,0.009295166,0.01513437,0.01082981,0.7368484],"study_design_scores_gemma":[0.004642669,0.009616074,0.4839724,0.006955252,0.002736497,0.005982585,0.06267064,0.1269096,0.03003418,0.1053052,0.1599542,0.001220614],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06877327,0.0004750284,0.9074208,0.0006636486,0.0001883861,0.01957033,0.0005636482,0.0003174515,0.00202742],"genre_scores_gemma":[0.1157321,0.0004026046,0.8491058,0.0003223844,0.000105325,0.03298021,0.0003929043,0.00005565114,0.0009030372],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9062548,"threshold_uncertainty_score":0.4957778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099734734","doi":"10.1186/1742-7622-8-7","title":"Using geographical information systems mapping to identify areas presenting high risk for traumatic brain injury","year":2011,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"Geographic information system; Traumatic brain injury; Raw data; Rehabilitation; Medicine; Population; Poison control; Injury prevention; Medical emergency; Geography; Cartography; Environmental health; Computer science; Physical therapy; Psychiatry","authors":[{"name":"Angela Colantonio","is_ca":true},{"name":"Byron Moldofsky","is_ca":true},{"name":"Michael Escobar","is_ca":true},{"name":"Lee Vernich","is_ca":true},{"name":"Mary L. Chipman","is_ca":true},{"name":"Barry A. McLellan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1700823186264181,"gpt":0.4057781645767949,"spread":0.2356958459503768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00329724,0.0002943672,0.0001800386,0.00482864,0.000459637,0.00191659,0.0003921849,0.0002366438,0.001493582],"category_scores_gemma":[0.01185383,0.0001409462,0.0003141323,0.004984764,0.0005068388,0.001285378,0.0008253169,0.0002188434,0.0001543251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174006,"about_ca_system_score_gemma":0.002577944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04083022,"about_ca_topic_score_gemma":0.04664582,"domain_scores_codex":[0.9982943,0.001199748,0.00009655261,0.00009176373,0.0002534538,0.00006420122],"domain_scores_gemma":[0.9946853,0.003567738,0.0007109605,0.0002586422,0.0006415977,0.0001356786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001542028,0.000109347,0.7454074,0.0005414393,0.0002261558,0.0003036927,0.004989779,0.01049529,0.001435527,0.006129095,0.002809617,0.2273984],"study_design_scores_gemma":[0.0001225261,0.0005571577,0.8397278,0.0005390793,0.000391411,0.001104858,0.02194063,0.091593,0.002924797,0.01344966,0.0274927,0.0001563824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930316,0.001249576,0.04719992,0.00292815,0.00004406234,0.0003904288,0.002029792,0.0004390418,0.01540299],"genre_scores_gemma":[0.9372078,0.0007694037,0.06085171,0.00004351459,0.00001946992,0.0001053377,0.0006665912,0.00001109147,0.0003251311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083022,"threshold_uncertainty_score":0.08118516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149424309","doi":"10.1186/1742-7622-3-9","title":"Stochastic modeling of empirical time series of childhood infectious diseases data before and after mass vaccination","year":2006,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Health Canada","keywords":"Autoregressive integrated moving average; Measles; Time series; Infectious disease (medical specialty); Rubella; Vaccination; Series (stratigraphy); Econometrics; Univariate; Medicine; Statistics; Disease; Mathematics; Immunology; Multivariate statistics; Biology","authors":[{"name":"Helen Trottier","is_ca":true},{"name":"Pierre Philippe","is_ca":true},{"name":"Roch Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1052361308785064,"gpt":0.4089842765373941,"spread":0.3037481456588876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002965448,0.0003072819,0.0004846472,0.0006420338,0.0001878745,0.0006036703,0.0006156684,0.0005741858,0.001002479],"category_scores_gemma":[0.01086018,0.0002668188,0.0004987001,0.0005844763,0.0004575968,0.000712757,0.0003510304,0.0007020771,0.0001338688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006848234,"about_ca_system_score_gemma":0.0005216656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101328,"about_ca_topic_score_gemma":0.006996544,"domain_scores_codex":[0.9994723,0.0002457097,0.00002486808,0.000103917,0.00008604558,0.00006712186],"domain_scores_gemma":[0.9950889,0.003783452,0.000648849,0.0002181171,0.0001750854,0.00008567221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001271883,0.00008058963,0.05020987,0.00006469059,0.0001894883,0.00023431,0.0002491176,0.8844274,0.001977388,0.04725032,0.0005867959,0.01460292],"study_design_scores_gemma":[0.00000596554,0.00002872482,0.01177422,0.000008173312,0.00001483919,0.00002634948,0.00003411515,0.9808936,0.0002348163,0.006600145,0.0003706458,0.000008451214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437664,0.0004393334,0.1530266,0.0006838311,0.00003368757,0.0000360956,0.0006038902,0.0001315344,0.00127869],"genre_scores_gemma":[0.990781,0.0003381952,0.006896797,0.00002751378,0.00003012811,0.00003862108,0.0005440999,0.0000155472,0.001327995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101328,"threshold_uncertainty_score":0.02014762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114568548","doi":"10.1186/1742-7622-5-11","title":"Widespread rape does not directly appear to increase the overall HIV prevalence in conflict-affected countries: so now what?","year":2008,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; St. Paul's Hospital","funders":"","keywords":"Population; Sierra leone; Demography; Medicine; Psychosocial; Sexual violence; Developing country; Public health; Environmental health; Socioeconomics; Psychiatry; Economic growth; Sociology","authors":[{"name":"Aranka Anema","is_ca":true},{"name":"Michel R. Joffres","is_ca":true},{"name":"Edward J. Mills","is_ca":true},{"name":"Paul Spiegel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04801986070292654,"gpt":0.3426926034386537,"spread":0.2946727427357271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475167,0.0003679079,0.0004541035,0.0003742402,0.0006154212,0.002150748,0.001133599,0.0009312229,0.005679112],"category_scores_gemma":[0.01146213,0.000241384,0.0007258423,0.0005481071,0.001182538,0.001412973,0.001260513,0.0009226627,0.0003274288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431162,"about_ca_system_score_gemma":0.002587072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229591,"about_ca_topic_score_gemma":0.02367424,"domain_scores_codex":[0.9983305,0.001167915,0.00006801934,0.0001537636,0.0001639287,0.000115857],"domain_scores_gemma":[0.989368,0.00664201,0.002258661,0.0004210244,0.0007117731,0.0005984448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006511954,0.0003212719,0.84983,0.002523988,0.001153317,0.001649744,0.004259936,0.01925034,0.00122117,0.009661073,0.0108776,0.09860034],"study_design_scores_gemma":[0.0004130457,0.002614543,0.7355213,0.01266977,0.002448425,0.00464121,0.07565211,0.06495607,0.004444727,0.05763869,0.03867989,0.0003202401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990915,0.0117287,0.003764303,0.06576268,0.0004336841,0.0001137326,0.0009287907,0.00006586235,0.01811087],"genre_scores_gemma":[0.9938536,0.003246427,0.001082244,0.001171261,0.00008434893,0.00001351254,0.0001163569,0.000003994933,0.000428291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229591,"threshold_uncertainty_score":0.02444869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806364473","doi":"10.1186/s12982-018-0076-8","title":"The contributions and future direction of Program Science in HIV/STI prevention","year":2018,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Manitoba; Manitoba Health","funders":"","keywords":"Human immunodeficiency virus (HIV); Public health; Epidemiology; Environmental health; Medicine; Data science; Virology; Management science; Computer science; Engineering; Pathology","authors":[{"name":"Marissa Becker","is_ca":true},{"name":"Sharmistha Mishra","is_ca":true},{"name":"Sevgi O. Aral","is_ca":false},{"name":"Parinita Bhattacharjee","is_ca":true},{"name":"Rob Lorway","is_ca":true},{"name":"Kalada Green","is_ca":true},{"name":"John Anthony","is_ca":true},{"name":"Shajy Isac","is_ca":false},{"name":"Faran Emmanuel","is_ca":true},{"name":"Helgar Musyoki","is_ca":false},{"name":"Lisa Lazarus","is_ca":true},{"name":"Laura H. Thompson","is_ca":true},{"name":"Eve Cheuk","is_ca":true},{"name":"James Blanchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131929018381175,"gpt":0.5374078097516362,"spread":0.4242149079135186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1209267,0.0007284133,0.001500746,0.006267609,0.005212567,0.01575231,0.002616007,0.007819928,0.006918133],"category_scores_gemma":[0.1357815,0.0004816825,0.0012628,0.005592192,0.03028789,0.01947613,0.008062125,0.01125394,0.0005806645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00892372,"about_ca_system_score_gemma":0.04819983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00395092,"about_ca_topic_score_gemma":0.005312986,"domain_scores_codex":[0.944372,0.04425148,0.001929621,0.002000634,0.005948667,0.001497741],"domain_scores_gemma":[0.6009201,0.3464374,0.007490586,0.01486896,0.02335251,0.006930469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179102,0.0004343764,0.007066154,0.005922806,0.00008926759,0.0001021033,0.009628904,0.001129743,0.0002370592,0.6482748,0.01424836,0.3127486],"study_design_scores_gemma":[0.00006551616,0.000287766,0.004628802,0.01174996,0.0001016332,0.0002371443,0.02037746,0.00196118,0.0003961972,0.7971853,0.1629288,0.00008027039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.009378457,0.159874,0.03210082,0.7510291,0.007110354,0.0002832132,0.0001109225,0.00009029725,0.04002282],"genre_scores_gemma":[0.4791868,0.3034137,0.110629,0.08078474,0.01866057,0.001492057,0.0001662864,0.0001355878,0.005531324],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1209267,"threshold_uncertainty_score":0.639529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966351441","doi":"10.1186/1742-7622-5-16","title":"Does language matter? A case study of epidemiological and public health journals, databases and professional education in French, German and Italian","year":2008,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Instytut Chemii Fizycznej PAN","keywords":"German; Public health; Epidemiology; Context (archaeology); Globalization; Medicine; Dilemma; Multilingualism; Public relations; First language; Political science; Sociology; Geography; Nursing; Pedagogy; Law","authors":[{"name":"Iacopo Baussano","is_ca":false},{"name":"Patrick Brzoska","is_ca":false},{"name":"Ugo Fedeli","is_ca":false},{"name":"Claudia Larouche","is_ca":true},{"name":"Oliver Razum","is_ca":false},{"name":"Isaac Chun‐Hai Fung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1236140594261382,"gpt":0.4758562770393747,"spread":0.3522422176132365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01268212,0.0004305382,0.0005545039,0.006590855,0.008956229,0.008396156,0.001361995,0.002527678,0.005129113],"category_scores_gemma":[0.02668312,0.0003554237,0.0005701493,0.01182298,0.007113537,0.004867103,0.005148648,0.001568226,0.0004860179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01587962,"about_ca_system_score_gemma":0.007113025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1138317,"about_ca_topic_score_gemma":0.1510705,"domain_scores_codex":[0.9848253,0.00931708,0.0005974511,0.0004645596,0.001533174,0.003262422],"domain_scores_gemma":[0.9792685,0.01202487,0.003841116,0.000504402,0.00214574,0.002215367],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002441058,0.0002880301,0.1611348,0.0007495224,0.00004793068,0.0492945,0.6812753,0.0001239006,0.0004277345,0.04626958,0.01205859,0.04808602],"study_design_scores_gemma":[0.00002953537,0.0001522249,0.09096706,0.0008970436,0.00004771067,0.01930477,0.7914107,0.0001488449,0.0001729352,0.001535,0.09527258,0.00006155534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910919,0.01592504,0.0005626602,0.03190983,0.0002304511,0.00009823046,0.0001667674,0.00002937682,0.05998572],"genre_scores_gemma":[0.9878005,0.005153436,0.0004111672,0.002461906,0.0001482254,0.00004474218,0.00006350552,0.00002143079,0.003895138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9916039,"threshold_uncertainty_score":0.2263381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150358671","doi":"10.1186/s12982-015-0023-x","title":"Quantitatively evaluating the effect of social barriers: a case–control study of family members’ opposition and women’s intention to use contraception in Pakistan","year":2015,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Opposition (politics); Family planning; Medicine; Logistic regression; Demography; Developed country; Population; Developing country; Fertility; Family planning policy; Environmental health; Research methodology; Political science; Sociology; Economic growth; Law; Politics","authors":[{"name":"Mishal Khan","is_ca":false},{"name":"Farah Naz Hashmani","is_ca":false},{"name":"Owais Ahmed","is_ca":false},{"name":"Minaal Khan","is_ca":false},{"name":"Sajjad Ahmed","is_ca":false},{"name":"Shershah Syed","is_ca":false},{"name":"Fahad Qazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09673699004913744,"gpt":0.4602702618854157,"spread":0.3635332718362783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00276284,0.0003772789,0.0003838809,0.001393027,0.0009784722,0.0006204951,0.0005413922,0.0005535075,0.001213268],"category_scores_gemma":[0.005229707,0.0005371253,0.0007342632,0.00130378,0.0008939736,0.0004734516,0.000637869,0.0004879301,0.0001396766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019921,"about_ca_system_score_gemma":0.0006452907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01772703,"about_ca_topic_score_gemma":0.01306134,"domain_scores_codex":[0.9977487,0.0009083637,0.0002572892,0.0004490879,0.0004158598,0.0002207745],"domain_scores_gemma":[0.9962556,0.001182552,0.001514242,0.0004230838,0.0003845399,0.0002399182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009625378,0.00007914803,0.9986558,0.00001300756,0.00005448862,0.0001209683,0.0002874769,0.00001542671,0.0001029195,0.0000154514,0.00003121436,0.0005277757],"study_design_scores_gemma":[0.00001855148,0.0003974528,0.9977191,0.00001099934,0.00008983294,0.0004318412,0.0008942765,0.0001578466,0.00008577619,0.00002139651,0.0001661701,0.000006773446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994994,0.0001049606,0.0001284574,0.00001663151,0.000003439606,0.00003148818,0.00009638343,9.075046e-7,0.0001182692],"genre_scores_gemma":[0.9995695,0.00006078632,0.0001568062,0.00001287146,0.000004913483,0.0000327177,0.0001087768,6.028573e-7,0.00005301417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772703,"threshold_uncertainty_score":0.03524768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2246193481","doi":"10.1186/s12982-015-0040-9","title":"High-frequency use of corrections, health, and social services, and association with mental illness and substance use","year":2015,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; Simon Fraser University; Provincial Health Services Authority","keywords":"Mental illness; Substance use; Public health; Mental health; Association (psychology); Psychiatry; Epidemiology; Medicine; Environmental health; Psychology; Nursing; Pathology","authors":[{"name":"Julian M. Somers","is_ca":true},{"name":"Stefanie N. Rezansoff","is_ca":true},{"name":"Akm Moniruzzaman","is_ca":true},{"name":"Carmen L. Zabarauckas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0757525035038916,"gpt":0.348316297754928,"spread":0.2725637942510364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003537329,0.000179132,0.0001712389,0.001455519,0.001370243,0.001345086,0.0006450274,0.0003448155,0.002579694],"category_scores_gemma":[0.002382105,0.0002316334,0.0002055297,0.002176734,0.0006219758,0.0003623024,0.000833072,0.0007419084,0.0001825406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670715,"about_ca_system_score_gemma":0.001517163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4488606,"about_ca_topic_score_gemma":0.6415328,"domain_scores_codex":[0.9994248,0.00009783663,0.0000638799,0.00009381762,0.00018063,0.0001390757],"domain_scores_gemma":[0.9970512,0.0002899386,0.001427758,0.0001099665,0.0004536723,0.0006674248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006428288,0.000009846998,0.999374,0.000004771543,0.00001082674,0.00002133255,0.0001021764,0.000007303543,0.00002120622,0.000006698197,0.00005099344,0.0003843648],"study_design_scores_gemma":[3.0204e-7,0.000003993391,0.9995351,0.000006208156,0.000003336632,0.00005389773,0.0003171551,0.00001709872,0.000005119563,0.000003987998,0.0000527877,9.169317e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984901,0.0001912522,0.00001860561,0.00008380214,0.000003294566,0.000008410128,0.0005642455,0.000001870298,0.0006382984],"genre_scores_gemma":[0.9992318,0.0001739508,0.0000351979,0.00001807163,0.000004425388,0.000004702896,0.0003383571,0.000001076924,0.0001923206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4488606,"threshold_uncertainty_score":0.8924959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1635162237","doi":"10.1186/1742-7622-3-17","title":"Identifying related cancer types based on their incidence among people with multiple cancers","year":2006,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"National Cancer Institute; Michael Smith Health Research BC","keywords":"Cancer; Medicine; Medical diagnosis; Population; Incidence (geometry); Epidemiology; Demography; Cancer registry; Epidemiology of cancer; Internal medicine; Pathology; Environmental health; Breast cancer; Mathematics","authors":[{"name":"Chris Bajdik","is_ca":false},{"name":"Zenaida Abanto","is_ca":false},{"name":"John J. Spinelli","is_ca":true},{"name":"Angela Brooks‐Wilson","is_ca":true},{"name":"Richard P. Gallagher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02693601974379932,"gpt":0.3129361068558759,"spread":0.2860000871120766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294735,0.0002670031,0.0005084971,0.004006562,0.0004900248,0.0007620553,0.0007225045,0.0004295218,0.002106657],"category_scores_gemma":[0.007579195,0.0003347372,0.001008891,0.003351136,0.0003506132,0.0005377998,0.0009207,0.0005919718,0.0002691125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110186,"about_ca_system_score_gemma":0.001019603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0763639,"about_ca_topic_score_gemma":0.1157563,"domain_scores_codex":[0.9982673,0.0002709987,0.0002511477,0.0003911077,0.000568659,0.0002507755],"domain_scores_gemma":[0.9955093,0.001069414,0.001941377,0.0003709552,0.000761172,0.0003478232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001860232,0.000003468999,0.9988443,0.00001152516,0.00002584759,0.00002374477,0.00002563126,0.00003851978,0.00003879343,0.00001013994,0.00003871087,0.0009207963],"study_design_scores_gemma":[0.000002658592,0.0000134653,0.9989329,0.00001652065,0.00004286632,0.0002438791,0.0001121729,0.000319692,0.0000761515,0.00003623561,0.0001993907,0.000004105356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944025,0.0006321064,0.0009668905,0.00008030865,0.00001304034,0.00009046669,0.002428286,0.00001748988,0.001368929],"genre_scores_gemma":[0.9957629,0.0003884434,0.001731614,0.00003175646,0.00001344066,0.00006465035,0.001719001,0.000005435615,0.0002827767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0763639,"threshold_uncertainty_score":0.1518388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2174815781","doi":"10.1186/s12982-015-0033-8","title":"Design and implementation of a sexual health intervention for migrant construction workers situated in Shanghai, China","year":2015,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Sex work and related issues","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Ontario HIV Treatment Network; Public Health Ontario; University of Toronto","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Intervention (counseling); Population; China; Public health; Reproductive health; Demography; Environmental health; Nursing; Geography; Sociology","authors":[{"name":"Joshua Mendelsohn","is_ca":true},{"name":"Liviana Calzavara","is_ca":true},{"name":"Lucia Light","is_ca":true},{"name":"Ann N. Burchell","is_ca":true},{"name":"Jinma Ren","is_ca":false},{"name":"Laiyi Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09012573277060563,"gpt":0.4347863347276417,"spread":0.344660601957036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004384757,0.001423454,0.001136466,0.0008015915,0.002279868,0.000568819,0.00135862,0.001287217,0.006962433],"category_scores_gemma":[0.002581042,0.0007072024,0.001402116,0.0004983565,0.001373179,0.0005322366,0.001492528,0.001083493,0.0003346883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003053335,"about_ca_system_score_gemma":0.0171952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469891,"about_ca_topic_score_gemma":0.022897,"domain_scores_codex":[0.9973488,0.001200485,0.0001712197,0.000349484,0.0001770068,0.0007529621],"domain_scores_gemma":[0.9981112,0.0003666634,0.0002633874,0.00009787535,0.0002330143,0.0009277905],"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":[0.08860122,0.3949982,0.04969429,0.01484997,0.001090238,0.001471706,0.01356038,0.005714453,0.01943545,0.001194027,0.005360665,0.4040293],"study_design_scores_gemma":[0.1920471,0.5705357,0.2124514,0.001119117,0.001374256,0.00009694056,0.007322812,0.00320028,0.004204825,0.0008015387,0.006713346,0.0001327355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388429,0.0002161148,0.001182767,0.0003414048,0.0001140468,0.05764914,0.0002220477,0.00008977281,0.00134188],"genre_scores_gemma":[0.8743379,0.0004081964,0.01282733,0.0006884942,0.00008712314,0.1098612,0.0002189457,0.000008479105,0.001562436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469891,"threshold_uncertainty_score":0.02922672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1652771586","doi":"10.1186/s12982-015-0031-x","title":"Children and youth with ‘unspecified injury to the head’: implications for traumatic brain injury research and surveillance","year":2015,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; Pediatric Oncology Group; University Health Network","funders":"Canadian Institutes of Health Research; Pediatric Oncology Group of Ontario; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation; Fondation Brain Canada","keywords":"Traumatic brain injury; Head injury; Medicine; Population; Closed head injury; Diagnosis code; Pediatrics; Epidemiology; Medical emergency; Psychiatry; Pathology; Environmental health","authors":[{"name":"Vincy Chan","is_ca":true},{"name":"Robert E. Mann","is_ca":true},{"name":"Jason D. Pole","is_ca":true},{"name":"Angela Colantonio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3656827363074377,"gpt":0.4963451992942354,"spread":0.1306624629867977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01255092,0.000249499,0.0005809513,0.002000765,0.001274269,0.002326985,0.001358125,0.001384925,0.001083665],"category_scores_gemma":[0.04799551,0.0002675632,0.0004144283,0.003182789,0.001562305,0.003065267,0.001789881,0.001763796,0.00008963838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003628323,"about_ca_system_score_gemma":0.009788409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09235841,"about_ca_topic_score_gemma":0.113169,"domain_scores_codex":[0.9937565,0.003547417,0.0007261839,0.0003411896,0.0009258809,0.0007027792],"domain_scores_gemma":[0.9713503,0.01515735,0.006734515,0.000532177,0.003267879,0.0029579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008553148,0.00007840797,0.9485794,0.0002936582,0.00003283746,0.0003116382,0.002683354,0.0001773293,0.00005804773,0.000857142,0.006001513,0.04084126],"study_design_scores_gemma":[0.00001687873,0.0001553061,0.970241,0.001771143,0.00006746476,0.0006059427,0.01951397,0.00103605,0.00005858115,0.001184947,0.00532398,0.00002466299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7817831,0.04221435,0.001124103,0.1655684,0.0006568588,0.0003066928,0.001538839,0.00003028333,0.006777263],"genre_scores_gemma":[0.9746646,0.01704548,0.002150366,0.004567481,0.0005576969,0.0002328124,0.0005706814,0.000006613795,0.0002042712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09235841,"threshold_uncertainty_score":0.1836417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787152173","doi":"10.1186/s12982-018-0070-1","title":"Effect of correcting for gestational age at birth on population prevalence of early childhood undernutrition","year":2018,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; SickKids Foundation; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Wellcome Trust","keywords":"Medicine; Gestational age; Odds ratio; Small for gestational age; Confidence interval; Birth weight; Population; Pediatrics; Malnutrition; Low birth weight; Obstetrics; Epidemiology; Pregnancy; Demography; Internal medicine; Environmental health","authors":[{"name":"Nandita Perumal","is_ca":true},{"name":"Daniel Roth","is_ca":true},{"name":"Johnna Perdrizet","is_ca":true},{"name":"Aluísio J. D. Barros","is_ca":false},{"name":"Iná S. Santos","is_ca":false},{"name":"Alícia Matijasevich","is_ca":false},{"name":"Diego G. Bassani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03194461130878601,"gpt":0.3591378827952172,"spread":0.3271932714864312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01985335,0.001753575,0.001300425,0.001269376,0.0006355718,0.001116451,0.00233502,0.001094817,0.002106035],"category_scores_gemma":[0.06269581,0.0006503787,0.00391379,0.002502839,0.0008997635,0.0008847513,0.001419225,0.001064781,0.0002956289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020436,"about_ca_system_score_gemma":0.002416388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07202581,"about_ca_topic_score_gemma":0.03907671,"domain_scores_codex":[0.9750859,0.017186,0.001260595,0.004554354,0.001019266,0.000893893],"domain_scores_gemma":[0.9634638,0.02314469,0.005066717,0.005666404,0.001779981,0.0008783914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00107197,0.00005920873,0.9771111,0.0003683961,0.004120703,0.0001279545,0.0003288754,0.001649139,0.0007718972,0.0003853613,0.0006904694,0.01331486],"study_design_scores_gemma":[0.0000603491,0.001190194,0.9829363,0.0001948678,0.003141381,0.0002579792,0.0003966595,0.007415966,0.001285767,0.000372393,0.002717053,0.0000311969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560413,0.005049558,0.02750907,0.001110309,0.0006294947,0.000274424,0.006651355,0.0003877158,0.002346808],"genre_scores_gemma":[0.9906709,0.0002915105,0.007146434,0.0001629342,0.00002646195,0.0001391984,0.0010469,0.00006148235,0.000454154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07202581,"threshold_uncertainty_score":0.1432132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281646160","doi":"10.1186/s12982-022-00113-y","title":"Practicalities of implementing burden of disease research in Africa: lessons from a population survey component of our multi-partner FOCAL research project","year":2022,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Foreign, Commonwealth and Development Office; Danmarks Tekniske Universitet; Haramaya University; University of Florida; Bill and Melinda Gates Foundation","keywords":"Component (thermodynamics); Population; Epidemiology; Research methodology; Public health; Medicine; Environmental health; Regional science; Political science; Management science; Geography; Pathology; Engineering","authors":[{"name":"Binyam Negussie Desta","is_ca":true},{"name":"Tesfaye Gobena","is_ca":false},{"name":"Custodia Macuamule","is_ca":false},{"name":"Olanrewaju Emmanuel Fayemi","is_ca":false},{"name":"Christianah Idowu Ayolabi","is_ca":false},{"name":"Blandina T. Mmbaga","is_ca":false},{"name":"Kate M. Thomas","is_ca":false},{"name":"Warren Dodd","is_ca":true},{"name":"Sara M. Pires","is_ca":false},{"name":"Shannon E. Majowicz","is_ca":true},{"name":"Tine Hald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5510354079304063,"gpt":0.5813108888763516,"spread":0.03027548094594534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4168085,0.001372732,0.001033293,0.002540561,0.01276904,0.01022185,0.009657743,0.004471319,0.005418924],"category_scores_gemma":[0.259927,0.001169955,0.001643459,0.002805338,0.006956545,0.01056556,0.02016058,0.006638675,0.001007636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150901,"about_ca_system_score_gemma":0.06934815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119331,"about_ca_topic_score_gemma":0.02028666,"domain_scores_codex":[0.6089931,0.3653717,0.006597512,0.003686063,0.007038803,0.008312805],"domain_scores_gemma":[0.6317723,0.258582,0.01022818,0.03203131,0.04003682,0.02734931],"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":[0.0004845087,0.004859843,0.0541387,0.004227784,0.0002392161,0.003513132,0.3683033,0.00452548,0.00259647,0.03265776,0.02017491,0.5042788],"study_design_scores_gemma":[0.0008630607,0.008394277,0.03854024,0.007061251,0.0003039946,0.002351636,0.7015729,0.01151129,0.004252094,0.05682962,0.1678953,0.0004243997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4587658,0.003892451,0.245887,0.2115097,0.001828891,0.04699527,0.0007984136,0.0007944977,0.02952785],"genre_scores_gemma":[0.4985495,0.002178691,0.4601623,0.009035467,0.000366595,0.0270712,0.0002502309,0.0001569414,0.002229034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4168085,"threshold_uncertainty_score":0.7191789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003163440","doi":"10.1186/1742-7622-5-9","title":"(Errors in statistical tests)3","year":2008,"lang":"en","type":"article","venue":"Emerging Themes in Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; University of Alberta","keywords":"Null hypothesis; Statistical hypothesis testing; Statistics; Statistical significance; Statistical analysis; Test (biology); Null (SQL); Psychology; Econometrics; Computer science; Mathematics; Data mining","authors":[{"name":"Carl V. Phillips","is_ca":true},{"name":"Richard F. MacLehose","is_ca":false},{"name":"Jay S. Kaufman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8263133698651303,"gpt":0.5943502393848774,"spread":0.2319631304802529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2473135,0.002848577,0.003441569,0.009047805,0.004341277,0.01535461,0.006805121,0.01534025,0.02707621],"category_scores_gemma":[0.5503178,0.002820333,0.003460375,0.01082504,0.04086375,0.01305325,0.01182903,0.02654769,0.02362638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008123448,"about_ca_system_score_gemma":0.01101292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900317,"about_ca_topic_score_gemma":0.002564048,"domain_scores_codex":[0.5888832,0.2953812,0.02432279,0.02457919,0.06426443,0.002569121],"domain_scores_gemma":[0.3648305,0.521644,0.0202406,0.0575507,0.03450234,0.001231921],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001196422,0.00003756732,0.0008888612,0.001731465,0.0002219883,0.0002484663,0.003184671,0.001021668,0.0001347339,0.5920252,0.3244432,0.07594261],"study_design_scores_gemma":[0.00006772139,0.0000729633,0.0006906909,0.003268454,0.00005508115,0.0004632465,0.0004629511,0.001886235,0.0003600717,0.4742202,0.5183494,0.0001029334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001564365,0.04741644,0.4431676,0.2741723,0.08537759,0.001114744,0.002994943,0.004357338,0.1398347],"genre_scores_gemma":[0.1079699,0.03488879,0.4628755,0.2489922,0.07388715,0.01169168,0.002156677,0.005298299,0.05223985],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7526865,"threshold_uncertainty_score":0.9281964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}