{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"b49db41a04a9","filters":{"venue":"Journal of Evidence-Based Healthcare"}},"results":[{"id":"W3165995337","doi":"10.17267/2675-021xevidence.2021.e3516","title":"The impact of personal pseudoscientific beliefs in the pursuit for non-evidence-based health care","year":2021,"lang":"en","type":"article","venue":"Journal of Evidence-Based Healthcare","topic":"Complementary and Alternative Medicine Studies","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":"Quest University Canada","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Pseudoscience; Homeopathy; Likert scale; Public health; Alternative medicine; Scientific evidence; Psychology; Quackery; Medicine; Health care; Traditional medicine; Family medicine; Medical education; Political science; Law; Nursing; Epistemology","authors":[{"name":"Natália Pasternak Taschner","is_ca":true},{"name":"Carlos Orsi","is_ca":true},{"name":"Paulo Santos de Almeida","is_ca":true},{"name":"Ronaldo Pilati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2869224192573082,"gpt":0.4814243598321652,"spread":0.1945019405748571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004535819,0.0002611571,0.0008163315,0.0002744548,0.0005996499,0.00006379358,0.0005299583,0.00003323436,0.0000553246],"category_scores_gemma":[0.002380388,0.0001233001,0.000725118,0.0008065809,0.0002962109,0.0002302348,0.00004881065,0.0006657282,0.000001073759],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000852255,"about_ca_system_score_gemma":0.007778272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008349378,"about_ca_topic_score_gemma":0.0009334438,"domain_scores_codex":[0.9956574,0.0006734389,0.001279667,0.0003098595,0.001495659,0.0005839267],"domain_scores_gemma":[0.9914754,0.004505286,0.001019081,0.0004256059,0.002308118,0.0002665006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006780752,0.00089688,0.8225819,0.008739392,0.0004727175,0.0005567078,0.02458164,0.0004677379,0.002958921,0.0001608611,0.03104268,0.1007598],"study_design_scores_gemma":[0.009550801,0.03125783,0.8221201,0.05846726,0.0002959804,0.0002885966,0.06706424,0.001537807,0.003078811,0.0002066742,0.005743409,0.0003884569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6509949,0.09013326,0.0005328335,0.256059,0.0008135523,0.001345996,0.0001036093,0.000006208724,0.00001062945],"genre_scores_gemma":[0.9916863,0.002673892,0.0005767657,0.004074613,0.0008590302,0.00004201484,0.0000212858,0.00001760003,0.00004852908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3406914,"threshold_uncertainty_score":0.9978467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028415094","doi":"10.17267/2675-021xevidence.v2i1.2898","title":"Using resources wisely in the COVID-19 pandemic: an international list of Choosing Wisely recommendations","year":2020,"lang":"en","type":"article","venue":"Journal of Evidence-Based Healthcare","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Likert scale; Pandemic; Public health; Delphi method; Medicine; Medical education; Coronavirus disease 2019 (COVID-19); Ranking (information retrieval); Family medicine; MEDLINE; Public relations; Psychology; Political science; Nursing; Computer science; Pathology","authors":[{"name":"Karen Born","is_ca":true},{"name":"Wendy Levinson","is_ca":true},{"name":"Luís Cláudio Lemos Correia","is_ca":false},{"name":"Sandra Vernero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9545084995664064,"gpt":0.669173712522426,"spread":0.2853347870439804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01636725,0.0002658505,0.0007127723,0.0005028017,0.0009085215,0.00006810384,0.001286792,0.0003330309,0.000340335],"category_scores_gemma":[0.02759178,0.0001898923,0.000192731,0.001043359,0.0001860203,0.002063308,0.0001114693,0.003063054,0.000009152405],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493994,"about_ca_system_score_gemma":0.007648734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008550532,"about_ca_topic_score_gemma":0.004156161,"domain_scores_codex":[0.9810037,0.01344763,0.003160974,0.0004023408,0.0013712,0.0006141667],"domain_scores_gemma":[0.9820912,0.01018811,0.004179776,0.0004911653,0.002042572,0.001007174],"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":[0.001298587,0.0001681288,0.9462876,0.001852597,0.00003534294,0.00006146794,0.04156527,0.0006167545,0.000398336,0.0004597141,0.002073819,0.005182361],"study_design_scores_gemma":[0.0085282,0.004576189,0.2793078,0.02489734,0.0003518672,0.0003743749,0.2229853,0.01074633,0.00008292311,0.003505821,0.4433421,0.001301681],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4877955,0.001562848,0.001233552,0.5078519,0.0007354641,0.0006713849,0.00007081268,0.00003025396,0.00004828192],"genre_scores_gemma":[0.8633227,0.001411384,0.004315306,0.1294638,0.001409418,0.00002040596,0.00001553036,0.00003425388,0.000007234081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6669798,"threshold_uncertainty_score":0.9992369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387299474","doi":"10.17267/2675-021xevidence.2023.e5107","title":"Perceived impact of a one-week journalology training course on scientific reporting competencies: prospective survey","year":2023,"lang":"en","type":"article","venue":"Journal of Evidence-Based Healthcare","topic":"Health Education and Validation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medical education; Psychology; Perception; Test (biology); Session (web analytics); Relevance (law); Wilcoxon signed-rank test; Medicine; Curriculum; Pedagogy","authors":[{"name":"Charles Phillipe de Lucena Alves","is_ca":false},{"name":"João de Deus Barreto Segundo","is_ca":false},{"name":"Marina Christ Franco","is_ca":false},{"name":"Rafael R. Moraes","is_ca":false},{"name":"David Moher","is_ca":true},{"name":"Maximiliano Sérgio Cenci","is_ca":false},{"name":"Tatiana Pereira‐Cenci","is_ca":false},{"name":"Anelise Fernandes Montagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7583007342506115,"gpt":0.5713531636506731,"spread":0.1869475705999384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0293544,0.0001523543,0.0006352493,0.0007466976,0.001054581,0.0001449763,0.0003596169,0.0001594266,0.0002106945],"category_scores_gemma":[0.03047212,0.0001196199,0.0003152064,0.00208472,0.000414989,0.0005610761,0.00001437968,0.0006764848,0.00002460815],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223671,"about_ca_system_score_gemma":0.02290524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006774568,"about_ca_topic_score_gemma":0.003786667,"domain_scores_codex":[0.9927049,0.002738839,0.002237849,0.0002786129,0.001396691,0.0006430958],"domain_scores_gemma":[0.9866663,0.0032022,0.005143424,0.0002443131,0.004131536,0.0006122099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000444327,0.00034419,0.886991,0.0002233735,0.00006822423,0.00004117842,0.09698725,0.000959034,0.0008911131,0.0004389113,0.002742086,0.009869286],"study_design_scores_gemma":[0.0003683033,0.001409523,0.9701885,0.002098045,0.00002046083,0.00001221988,0.02489804,0.0002080001,0.00004984348,0.0003959386,0.0002345074,0.0001165977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697134,0.0002828819,0.0000527049,0.02787849,0.00149,0.0004362998,0.0000204806,0.00003318174,0.00009258043],"genre_scores_gemma":[0.9983408,0.0003061669,0.0003134002,0.0003627759,0.0005050233,0.000006429988,0.00001031638,0.00001633306,0.0001387591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08319749,"threshold_uncertainty_score":0.9998394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220718620","doi":"10.17267/2675-021xevidence.2022.e4010","title":"Covid-19 research evidence: An international survey exploring views on useful sources, preferred formats, and accessibility","year":2022,"lang":"en","type":"article","venue":"Journal of Evidence-Based Healthcare","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cochrane","funders":"Cochrane South Africa","keywords":"Social media; Influencer marketing; Public relations; Government (linguistics); Promotion (chess); Coronavirus disease 2019 (COVID-19); Evidence-based practice; Political science; Psychology; Business; Medicine; Politics; Marketing; Alternative medicine","authors":[{"name":"E. Tomlinson","is_ca":false},{"name":"Debra de Silva","is_ca":false},{"name":"Jana Stojanova","is_ca":false},{"name":"Roses Parker","is_ca":false},{"name":"Muriah Umoquit","is_ca":true},{"name":"Stephanie Lagosky","is_ca":false},{"name":"Bey‐Marrié Schmidt","is_ca":false},{"name":"Karen Head","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8841901917365524,"gpt":0.6102891892836282,"spread":0.2739010024529243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02878649,0.000307793,0.0008359876,0.001384379,0.001173983,0.0001900702,0.0008433299,0.0001331929,0.000582324],"category_scores_gemma":[0.03439298,0.0002371732,0.0002062446,0.001095049,0.0001887209,0.002326819,0.0003052888,0.002855298,0.000006296672],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00534367,"about_ca_system_score_gemma":0.01641779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005177583,"about_ca_topic_score_gemma":0.002059648,"domain_scores_codex":[0.9882779,0.004970072,0.001690607,0.000655391,0.003586223,0.0008198069],"domain_scores_gemma":[0.9856963,0.007235878,0.0009886381,0.0008912486,0.002228075,0.002959926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01419832,0.0004191369,0.9522139,0.002788489,0.00004860809,0.0003607148,0.003757426,0.0004066728,0.0001252302,0.00004822612,0.00325009,0.02238313],"study_design_scores_gemma":[0.002297505,0.009763465,0.9533643,0.004255763,0.00004068565,0.0003227298,0.002927416,0.0005129048,0.0001635317,0.00030321,0.02578679,0.0002616583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576954,0.007978252,0.00008602751,0.1322029,0.0008603868,0.001039225,0.00008470424,0.00004239665,0.00001072202],"genre_scores_gemma":[0.9709058,0.00531004,0.0002405203,0.02256721,0.0007375567,0.0001068504,0.00003374519,0.00004163929,0.00005663646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132104,"threshold_uncertainty_score":0.9994451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980993137","doi":"10.17267/2675-021xevidence.v1i2.2506","title":"Characteristics of systematic reviews published in dentistry by Brazilian corresponding authors","year":2019,"lang":"en","type":"article","venue":"Journal of Evidence-Based Healthcare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; St. Michael's Hospital","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Ottawa","keywords":"Medicine; Systematic review; Data extraction; MEDLINE; Family medicine; Protocol (science); Medical physics; Alternative medicine; Pathology","authors":[{"name":"Rafael Sarkis‐Onofre","is_ca":false},{"name":"Tatiana Pereira‐Cenci","is_ca":false},{"name":"Rafaela Bassani","is_ca":false},{"name":"Matthew J. Page","is_ca":false},{"name":"Andrea C. Tricco","is_ca":true},{"name":"David Moher","is_ca":true},{"name":"Maximiliano Sérgio Cenci","is_ca":false},{"name":"Gabriel Kalil Rocha Pereira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7970934255869826,"gpt":0.5619378126702397,"spread":0.2351556129167429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.254677,0.0003910518,0.009275612,0.001476033,0.00007558399,0.0007885285,0.002964194,0.0002247325,0.004528836],"category_scores_gemma":[0.2153121,0.0001808648,0.002364219,0.002866533,0.00005498669,0.001357996,0.00008304721,0.0007218847,0.0006481353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947799,"about_ca_system_score_gemma":0.0007674394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004169153,"about_ca_topic_score_gemma":0.00003716075,"domain_scores_codex":[0.9260796,0.03130823,0.0335227,0.0007683396,0.007832,0.0004891845],"domain_scores_gemma":[0.9350559,0.01608655,0.04063527,0.003378367,0.004327173,0.0005167119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001509362,0.0001499034,0.8603717,0.07403838,0.0001131702,0.00007941237,0.0007234084,0.00004489653,0.0008659593,0.0002566579,0.0559009,0.007304664],"study_design_scores_gemma":[0.003042618,0.002532671,0.357354,0.5466104,0.0017837,0.0006836519,0.006900419,0.01393473,0.0006641571,0.002512737,0.06213871,0.001842247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283819,0.04834022,0.004051375,0.01124731,0.003686828,0.004134691,0.0000528985,0.000004294606,0.0001004769],"genre_scores_gemma":[0.9942505,0.0008794927,0.001502902,0.0007231743,0.0001055156,0.00002496955,0.000004657485,0.00001885371,0.002489886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5030177,"threshold_uncertainty_score":0.9963812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}