{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":125,"total_is_capped":false,"direct_labels_cover":115,"predictions_cover":125,"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":"d263e7495388","filters":{"venue":"BMJ evidence-based medicine"}},"results":[{"id":"W2901928126","doi":"10.1136/bmjebm-2018-111019","title":"Evidence-based practice education for healthcare professions: an expert view","year":2018,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":317,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Health care; Stakeholder; Medical education; Professional development; Stakeholder engagement; Best practice; Sociology; Pedagogy; Medicine; Psychology; Political science; Nursing; Public relations","authors":[{"name":"Elaine Lehane","is_ca":false},{"name":"Patricia Leahy‐Warren","is_ca":false},{"name":"Cliona O’Riordan","is_ca":false},{"name":"Eileen Savage","is_ca":false},{"name":"Jonathan Drennan","is_ca":false},{"name":"Colm O’Tuathaigh","is_ca":false},{"name":"Michael K. O’Connor","is_ca":false},{"name":"Mark Corrigan","is_ca":false},{"name":"Francis Burke","is_ca":false},{"name":"Martina Hayes","is_ca":false},{"name":"Helen Lynch","is_ca":false},{"name":"Laura J. Sahm","is_ca":false},{"name":"Elizabeth Heffernan","is_ca":false},{"name":"Elizabeth O’Keeffe","is_ca":false},{"name":"Catherine Blake","is_ca":false},{"name":"Frances Horgan","is_ca":false},{"name":"Josephine Hegarty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5722276379167234,"gpt":0.6578693978875588,"spread":0.08564175997083545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1619898,0.0008035374,0.002838315,0.007954631,0.003832238,0.01660783,0.006278494,0.02541879,0.003977958],"category_scores_gemma":[0.2297397,0.001039384,0.001448273,0.006486054,0.01364161,0.01866783,0.01194678,0.02701151,0.001614792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009604085,"about_ca_system_score_gemma":0.03320775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343031,"about_ca_topic_score_gemma":0.004875663,"domain_scores_codex":[0.8855371,0.05671838,0.02156445,0.004572665,0.02831482,0.003292557],"domain_scores_gemma":[0.48284,0.3851128,0.01156819,0.008651355,0.08655125,0.02527639],"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":[0.0001662476,0.0004859289,0.001969867,0.02998158,0.0002608875,0.001882009,0.04018292,0.001231888,0.00196872,0.08726583,0.2551805,0.5794237],"study_design_scores_gemma":[0.00006330119,0.0002081044,0.002269703,0.134632,0.0001648909,0.002361718,0.02976385,0.001117301,0.0005239793,0.0836722,0.7450286,0.0001942723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001906924,0.1772949,0.004434115,0.8011119,0.006609945,0.00007525217,0.00004268104,0.00003252897,0.008491819],"genre_scores_gemma":[0.09018499,0.3708879,0.03738271,0.4784451,0.01648811,0.0004367334,0.0001741822,0.0001164447,0.005883782],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8380103,"threshold_uncertainty_score":0.856694,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4224095215","doi":"10.1136/bmjebm-2022-111962","title":"Good or best practice statements: proposal for the operationalisation and implementation of GRADE guidance","year":2022,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Ottawa Hospital; Centre hospitalier universitaire de Québec; McMaster University; Impact; Cochrane; Bruyère; Hôpital de l'Enfant-Jésus; University of Ottawa","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Grading (engineering); Guideline; Global Positioning System; Computer science; Fidelity; Process management; Best practice; Medical education; Knowledge management; Medicine; Business; Engineering; Political science","authors":[{"name":"Omar Dewidar","is_ca":true},{"name":"Tamara Lotfi","is_ca":true},{"name":"Miranda Langendam","is_ca":false},{"name":"Elena Parmelli","is_ca":false},{"name":"Zuleika Saz Parkinson","is_ca":false},{"name":"Karla Solo","is_ca":true},{"name":"Derek K. Chu","is_ca":true},{"name":"Joseph L. Mathew","is_ca":false},{"name":"Elie A. Akl","is_ca":true},{"name":"Romina Brignardello‐Petersen","is_ca":true},{"name":"Reem A. Mustafa","is_ca":false},{"name":"Lorenzo Moja","is_ca":false},{"name":"Alfonso Iorio","is_ca":true},{"name":"Yuan Chi","is_ca":false},{"name":"Carlos Canelo‐Aybar","is_ca":false},{"name":"Tamara Kredo","is_ca":false},{"name":"Justine Karpusheff","is_ca":false},{"name":"Alexis F. Turgeon","is_ca":true},{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"Wojtek Wiercioch","is_ca":true},{"name":"Annette Gerritsen","is_ca":false},{"name":"Miloslav Klugar","is_ca":false},{"name":"María Ximena Rojas","is_ca":false},{"name":"Peter Tugwell","is_ca":true},{"name":"Vivian Welch","is_ca":true},{"name":"Kevin Pottie","is_ca":true},{"name":"Zachary Munn","is_ca":false},{"name":"Robby Nieuwlaat","is_ca":true},{"name":"Nathan Ford","is_ca":false},{"name":"Adrienne Stevens","is_ca":true},{"name":"Joanne Khabsa","is_ca":false},{"name":"Zil Nasir","is_ca":true},{"name":"Grigorios I. Leontiadis","is_ca":true},{"name":"Joerg J Meerpohl","is_ca":false},{"name":"Thomas Piggott","is_ca":true},{"name":"Amir Qaseem","is_ca":false},{"name":"Micayla Matthews","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5414977190713219,"gpt":0.5727772921882497,"spread":0.03127957311692775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5993776,0.004795094,0.007826364,0.04096295,0.008503218,0.04224253,0.02864374,0.03601551,0.01286857],"category_scores_gemma":[0.7815488,0.007593578,0.01844202,0.03388428,0.02052773,0.03542134,0.03222717,0.04324681,0.01654191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03434363,"about_ca_system_score_gemma":0.181676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02482236,"about_ca_topic_score_gemma":0.02244002,"domain_scores_codex":[0.2838473,0.3933263,0.2063744,0.01652409,0.08850946,0.01141848],"domain_scores_gemma":[0.1683157,0.3095575,0.05981619,0.06175612,0.379772,0.02078249],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005101424,0.0005500319,0.002897022,0.02137063,0.0006436749,0.00065452,0.01437457,0.002967318,0.0007538819,0.2993377,0.3651933,0.2907472],"study_design_scores_gemma":[0.001051722,0.0006995463,0.00355273,0.06004822,0.0009700473,0.000739451,0.007750711,0.005198247,0.001458055,0.2004201,0.7171434,0.0009678406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003323781,0.01035617,0.3728243,0.4464278,0.02589362,0.08214523,0.006661679,0.00402409,0.04834336],"genre_scores_gemma":[0.01245687,0.003505799,0.9157342,0.02217108,0.001582973,0.03687226,0.003398677,0.0006165721,0.003661576],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4006224,"threshold_uncertainty_score":0.4940388,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4285794520","doi":"10.1136/bmjebm-2022-111952","title":"Adapt or die: how the pandemic made the shift from EBM to EBM+ more urgent","year":2022,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"CARE Canada; Association of Professional Engineers and Geoscientists of Manitoba; Public Health Ontario; University of Toronto","funders":"National Institute for Health and Care Research; Canadian Institutes of Health Research; NIHR Oxford Biomedical Research Centre; National Medical Research Council; National Health and Medical Research Council; Wellcome Trust","keywords":"Context (archaeology); Checklist; Evidence-based medicine; Psychological intervention; Quality (philosophy); Yesterday; Evidence-based practice; Health care; Scientific evidence; Intervention (counseling); Psychology; Engineering ethics; MEDLINE; Management science; Medicine; Political science; Engineering; Alternative medicine; Nursing; Epistemology; History","authors":[{"name":"Trisha Greenhalgh","is_ca":false},{"name":"David N. Fisman","is_ca":true},{"name":"Danielle J. Cane","is_ca":true},{"name":"Matthew Oliver","is_ca":true},{"name":"C. Raina MacIntyre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7945608969354264,"gpt":0.5892763489863074,"spread":0.205284547949119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05034799,0.001056202,0.001590373,0.002556225,0.007309446,0.01858381,0.00371489,0.01845455,0.009761367],"category_scores_gemma":[0.09026349,0.0006719765,0.002015602,0.00239593,0.03300995,0.03559315,0.01055933,0.02688031,0.002803601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01406629,"about_ca_system_score_gemma":0.02038168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01912511,"about_ca_topic_score_gemma":0.02093098,"domain_scores_codex":[0.96479,0.02421607,0.001524461,0.002442115,0.003965328,0.003061888],"domain_scores_gemma":[0.9515327,0.03065042,0.002658251,0.002525493,0.007296606,0.005336456],"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":[0.0003765436,0.0001309276,0.004159383,0.002794574,0.0002567532,0.001640739,0.02707942,0.00128482,0.0006046682,0.4149886,0.3516364,0.1950472],"study_design_scores_gemma":[0.00005158923,0.0001342937,0.002062644,0.005399647,0.0000908294,0.0009192132,0.02626826,0.0006709329,0.0003416351,0.4267029,0.5371958,0.0001623655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00208735,0.03177962,0.002237682,0.9513922,0.006175212,0.00002816701,0.0001102353,0.00006603532,0.006123503],"genre_scores_gemma":[0.1742183,0.101841,0.01353888,0.6875112,0.0108905,0.0002792315,0.0003410723,0.000499849,0.01087997],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.949652,"threshold_uncertainty_score":0.2662688,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4283587010","doi":"10.1136/bmjebm-2022-111928","title":"Theory and practice of Bayesian and frequentist frameworks for network meta-analysis","year":2022,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Ted Rogers Centre for Heart Research; University Health Network; Impact","funders":"","keywords":"Frequentist inference; Bayesian probability; Computer science; Bayesian network; Bayesian statistics; Frequentist probability; Machine learning; Bayesian inference; Artificial intelligence; Data science","authors":[{"name":"Behnam Sadeghirad","is_ca":true},{"name":"Farid Foroutan","is_ca":true},{"name":"Michael J. Zoratti","is_ca":true},{"name":"Jason W. Busse","is_ca":true},{"name":"Romina Brignardello‐Petersen","is_ca":true},{"name":"Gordon Guyatt","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7536134177763099,"gpt":0.5727628547311456,"spread":0.1808505630451642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2674486,0.004434016,0.00835998,0.01484073,0.002633467,0.01179503,0.01042449,0.00783312,0.006612868],"category_scores_gemma":[0.4262317,0.003549819,0.008692788,0.0116329,0.01501685,0.01051486,0.007232938,0.01333626,0.001851403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009950807,"about_ca_system_score_gemma":0.009664898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007943441,"about_ca_topic_score_gemma":0.005258759,"domain_scores_codex":[0.6946859,0.2673461,0.009782813,0.0105333,0.01663442,0.001017475],"domain_scores_gemma":[0.4465543,0.5131158,0.01181902,0.01792074,0.009688114,0.0009020799],"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":[0.00006467801,0.00003953654,0.000585034,0.002477934,0.0013586,0.0001160749,0.000711232,0.03205353,0.00008643475,0.9151263,0.003718382,0.04366236],"study_design_scores_gemma":[0.0000793896,0.00003535756,0.0001260632,0.0007989316,0.000214723,0.00007175138,0.00005164659,0.03138826,0.0001125901,0.9593455,0.007721314,0.00005460948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003818905,0.004620253,0.9883957,0.003459338,0.0002372906,0.0002649658,0.0001475106,0.0001635773,0.002329567],"genre_scores_gemma":[0.04053807,0.007604752,0.9435964,0.002176965,0.001066209,0.003973365,0.0001758135,0.0001785519,0.0006898367],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7325513,"threshold_uncertainty_score":0.9033663,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3112825017","doi":"10.1136/bmjebm-2020-111493","title":"Framework for the synthesis of non-randomised studies and randomised controlled trials: a guidance on conducting a systematic review and meta-analysis for healthcare decision making","year":2020,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Agency for Drugs and Technologies in Health","funders":"Sanofi Pasteur; Sanofi","keywords":"Health care; Randomized controlled trial; Evidence-based medicine; Systematic review; Delphi method; Management science; Medicine; Quality (philosophy); Transparency (behavior); Best practice; MEDLINE; Computer science; Alternative medicine; Engineering; Artificial intelligence; Political science","authors":[{"name":"Grammati Sarri","is_ca":false},{"name":"Elisabetta Patorno","is_ca":false},{"name":"Hongbo Yuan","is_ca":true},{"name":"Jianfei Guo","is_ca":false},{"name":"Dimitri Bennett","is_ca":false},{"name":"Xuerong Wen","is_ca":false},{"name":"Andrew R. Zullo","is_ca":false},{"name":"Joan Largent","is_ca":false},{"name":"Mary Panaccio","is_ca":false},{"name":"Mugdha Gokhale","is_ca":false},{"name":"Daniela C. Moga","is_ca":false},{"name":"M. Sanni Ali","is_ca":false},{"name":"Thomas P. A. Debray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9173359485862664,"gpt":0.6565785159814549,"spread":0.2607574326048115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6456023,0.01027612,0.02201894,0.04178115,0.004983778,0.02212917,0.02005747,0.03000229,0.01870003],"category_scores_gemma":[0.7363521,0.01024744,0.03704747,0.02645503,0.01664907,0.01371028,0.01756622,0.03226669,0.01528803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02473507,"about_ca_system_score_gemma":0.11888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241011,"about_ca_topic_score_gemma":0.01049918,"domain_scores_codex":[0.1827789,0.683921,0.09187838,0.01080822,0.02782596,0.002787568],"domain_scores_gemma":[0.1301,0.7301701,0.03300595,0.02996446,0.07171988,0.005039571],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001422619,0.0002508833,0.0008376849,0.3122647,0.008417912,0.001054623,0.01507401,0.01583902,0.001004251,0.2626117,0.1025755,0.2786472],"study_design_scores_gemma":[0.003034781,0.0004510459,0.0008360644,0.3493623,0.006249523,0.0006366745,0.001743197,0.01277917,0.001642731,0.3522725,0.2701228,0.0008691237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0006313424,0.05004386,0.7646204,0.06598317,0.007022474,0.09253572,0.00824932,0.002464286,0.008449397],"genre_scores_gemma":[0.003419625,0.007242658,0.9114707,0.003941924,0.0004762847,0.07181244,0.0009637639,0.0001488414,0.0005238029],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3543977,"threshold_uncertainty_score":0.4370354,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2809195898","doi":"10.1136/bmjebm-2018-110968","title":"Reflections on the history of systematic reviews","year":2018,"lang":"en","type":"editorial","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Psychological intervention; Systematic review; MEDLINE; Medicine; Value (mathematics); Evidence-based medicine; Alternative medicine; Intensive care medicine; Computer science; Political science; Pathology; Psychiatry","authors":[{"name":"Mike Clarke","is_ca":true},{"name":"Iain Chalmers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9165977472242489,"gpt":0.6280865975200167,"spread":0.2885111497042322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2369773,0.003062245,0.006497716,0.01352521,0.005252793,0.02712596,0.007894434,0.03587271,0.01023191],"category_scores_gemma":[0.5847899,0.002983745,0.005805116,0.01023834,0.02710277,0.04207097,0.009709366,0.08315832,0.005791347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02016616,"about_ca_system_score_gemma":0.02395872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006849435,"about_ca_topic_score_gemma":0.01029764,"domain_scores_codex":[0.7661521,0.11353,0.03560396,0.01068798,0.07038541,0.003640532],"domain_scores_gemma":[0.2099642,0.6507756,0.01471518,0.01471768,0.0998072,0.01002029],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000148297,0.00003074593,0.0001092272,0.005669051,0.0002548828,0.0001176748,0.001020608,0.0001233818,0.00004255938,0.02430514,0.9280829,0.04009555],"study_design_scores_gemma":[0.0001498713,0.00004750093,0.0002244263,0.02222872,0.0001511377,0.0002180567,0.0005030933,0.0001204767,0.00007497945,0.02694183,0.949244,0.00009591563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00005040819,0.1705699,0.0006048802,0.6171408,0.2102184,0.00002597901,0.00007562433,0.00005417394,0.001259768],"genre_scores_gemma":[0.002018064,0.1445821,0.00165626,0.4989723,0.3500684,0.0001821886,0.00005533125,0.0001760677,0.002289219],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7630227,"threshold_uncertainty_score":0.9409428,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4366386735","doi":"10.1136/bmjebm-2022-112185","title":"Rapid reviews methods series: Guidance on team considerations, study selection, data extraction and risk of bias assessment","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Data extraction; Correctness; Computer science; Systematic review; Completeness (order theory); Selection (genetic algorithm); Data mining; Information retrieval; MEDLINE; Artificial intelligence; Mathematics; Algorithm","authors":[{"name":"Barbara Nußbaumer-Streit","is_ca":false},{"name":"Isolde Sommer","is_ca":false},{"name":"Candyce Hamel","is_ca":true},{"name":"Declan Devane","is_ca":false},{"name":"Anna H Noel-Storr","is_ca":false},{"name":"Livia Puljak","is_ca":false},{"name":"Marialena Trivella","is_ca":false},{"name":"Gerald Gartlehner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9188994641379558,"gpt":0.6765426507253051,"spread":0.2423568134126507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3852699,0.005948714,0.01150837,0.02263989,0.002835583,0.009906277,0.009126025,0.01046136,0.1664464],"category_scores_gemma":[0.6511471,0.01099854,0.01490886,0.02051532,0.004337264,0.008315594,0.008311663,0.01403078,0.1322807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00747936,"about_ca_system_score_gemma":0.06292624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004873833,"about_ca_topic_score_gemma":0.01041799,"domain_scores_codex":[0.5360598,0.3163248,0.1064517,0.006594282,0.03226621,0.002303286],"domain_scores_gemma":[0.2439289,0.5496194,0.05164143,0.04512235,0.105038,0.004650014],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00111125,0.0001696843,0.0003274796,0.09639452,0.0009357074,0.0002174256,0.001699693,0.000894719,0.0009592019,0.01079173,0.6983504,0.1881481],"study_design_scores_gemma":[0.003476006,0.0002988443,0.00145971,0.06357348,0.0007918326,0.0004114399,0.0004512223,0.001788401,0.001399614,0.02572493,0.9002112,0.0004133271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.0008579099,0.01787523,0.3024046,0.03245893,0.01706959,0.5182276,0.06789096,0.01637261,0.02684258],"genre_scores_gemma":[0.001168849,0.009677381,0.5090877,0.00271504,0.001741885,0.4573298,0.006488589,0.002033504,0.00975727],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6147301,"threshold_uncertainty_score":0.7580717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003086189","doi":"10.1136/bmjebm-2019-111268","title":"Assessment of assumptions of statistical analysis methods in randomised clinical trials: the what and how","year":2020,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Novo Nordisk Fonden","keywords":"Statistical analysis; Clinical trial; Statistics; Medical physics; Medicine; Econometrics; Mathematics; Internal medicine","authors":[{"name":"Anders Kehlet Nørskov","is_ca":false},{"name":"Theis Lange","is_ca":false},{"name":"Emil Eik Nielsen","is_ca":false},{"name":"Christian Gluud","is_ca":false},{"name":"Per Winkel","is_ca":false},{"name":"Jan Beyersmann","is_ca":false},{"name":"Jacobo de Uña‐Álvarez","is_ca":false},{"name":"Valter Torri","is_ca":false},{"name":"Laurent Billot","is_ca":false},{"name":"Hein Putter","is_ca":false},{"name":"Jørn Wetterslev","is_ca":false},{"name":"Lehana Thabane","is_ca":true},{"name":"Janus Christian Jakobsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9498731355574201,"gpt":0.7462174734380085,"spread":0.2036556621194117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.9058305,0.005288937,0.01327883,0.01360856,0.006070852,0.02978241,0.0152804,0.02206212,0.004185636],"category_scores_gemma":[0.9604863,0.007614688,0.01707912,0.01256857,0.05440187,0.03912487,0.0158744,0.04007129,0.003370871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01984077,"about_ca_system_score_gemma":0.04291162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046861,"about_ca_topic_score_gemma":0.002695489,"domain_scores_codex":[0.03267326,0.8426257,0.080868,0.007779454,0.03484488,0.001208712],"domain_scores_gemma":[0.01416788,0.8884415,0.03144087,0.04019774,0.02488663,0.0008653263],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004787451,0.0004649649,0.01248496,0.07195243,0.01594942,0.001064675,0.04253874,0.01733638,0.001577364,0.3961613,0.05441835,0.381264],"study_design_scores_gemma":[0.002180387,0.001226019,0.00340906,0.08189339,0.002783837,0.0008774076,0.00316777,0.02417178,0.003263448,0.8077349,0.067992,0.001299956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003341599,0.02653489,0.8254543,0.1154048,0.01067919,0.01051721,0.001038428,0.0009276357,0.006101951],"genre_scores_gemma":[0.06334601,0.006671546,0.8661659,0.02615002,0.004106612,0.03177232,0.000527811,0.0006746474,0.000585066],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0941695,"threshold_uncertainty_score":0.1439555,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2846027767","doi":"10.1136/bmjebm-2018-110922","title":"Shared decision is the only outcome that matters when it comes to evaluating evidence-based practice","year":2018,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Population; Argument (complex analysis); Psychological intervention; Medicine; Health care; Incidence (geometry); Psychology; Nursing; Political science","authors":[{"name":"James McCormack","is_ca":true},{"name":"Glyn Elwyn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7238961987099377,"gpt":0.5691387085368007,"spread":0.154757490173137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4752395,0.001643007,0.01107541,0.008351098,0.006387365,0.03655088,0.006564583,0.01834542,0.0117811],"category_scores_gemma":[0.7170177,0.001747875,0.003949826,0.006209999,0.04198321,0.04541993,0.02320092,0.02919377,0.005861533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01253554,"about_ca_system_score_gemma":0.03134824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104718,"about_ca_topic_score_gemma":0.00195958,"domain_scores_codex":[0.343208,0.4956597,0.05077222,0.01863288,0.08565213,0.006075017],"domain_scores_gemma":[0.2446524,0.5807871,0.03349467,0.0546001,0.06835581,0.01810998],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001269759,0.0004263265,0.01084192,0.00601289,0.003896245,0.0006551504,0.02141126,0.002177198,0.0008512767,0.425813,0.1401917,0.3864533],"study_design_scores_gemma":[0.0002915948,0.0004137763,0.002620316,0.007627339,0.0004665421,0.0005136355,0.005346876,0.001904132,0.0005909828,0.8787202,0.1011639,0.0003406677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006349379,0.02662661,0.09136266,0.8321643,0.01581526,0.0007290162,0.0004339708,0.0003430316,0.02617573],"genre_scores_gemma":[0.4498482,0.02808214,0.2286855,0.2447542,0.0339644,0.004478369,0.0008568034,0.001842087,0.007488232],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4752395,"threshold_uncertainty_score":0.6471231,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4400879434","doi":"10.1136/bmjebm-2024-112899","title":"Rapid review method series: interim guidance for the reporting of rapid reviews","year":2024,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital; University of Alberta; Public Health Agency of Canada; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Interim; Systematic review; Set (abstract data type); Computer science; Psychology; MEDLINE; Political science","authors":[{"name":"Adrienne Stevens","is_ca":true},{"name":"Mona Hersi","is_ca":true},{"name":"Chantelle Garritty","is_ca":true},{"name":"Lisa Hartling","is_ca":true},{"name":"Beverley Shea","is_ca":true},{"name":"Lesley Stewart","is_ca":false},{"name":"Vivian Welch","is_ca":true},{"name":"Andrea C. Tricco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9004752747875066,"gpt":0.647176774034603,"spread":0.2532985007529035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4953924,0.007554101,0.01339678,0.02681083,0.004181833,0.0203286,0.009711759,0.0155552,0.1710201],"category_scores_gemma":[0.7348027,0.01679284,0.01898509,0.02951867,0.00954439,0.01646572,0.01000645,0.02824371,0.2062218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074788,"about_ca_system_score_gemma":0.0779357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700828,"about_ca_topic_score_gemma":0.004662409,"domain_scores_codex":[0.3936795,0.4122575,0.131495,0.01707595,0.04121351,0.004278587],"domain_scores_gemma":[0.1710357,0.4869761,0.07554027,0.07095124,0.1883744,0.007122268],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001849956,0.0002125414,0.000554389,0.08652606,0.001089244,0.0002108186,0.002330285,0.0009049435,0.001320791,0.01802961,0.71979,0.1671814],"study_design_scores_gemma":[0.005026102,0.0004183246,0.001875435,0.07802755,0.0009308354,0.0003390634,0.0008776308,0.001906342,0.001794369,0.02818638,0.8800321,0.0005857222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.0009555778,0.01018774,0.281655,0.03649179,0.04125979,0.5135577,0.07358022,0.01707149,0.02524072],"genre_scores_gemma":[0.001581265,0.005369835,0.4098487,0.003246478,0.00235,0.5585644,0.008258116,0.002158927,0.008622335],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5046076,"threshold_uncertainty_score":0.6222711,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reporting","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"reporting","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2925846695","doi":"10.1136/bmjebm-2019-111174","title":"Assessing assumptions for statistical analyses in randomised clinical trials","year":2019,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Novo Nordisk Fonden","keywords":"Statistical power; Statistical hypothesis testing; Clinical trial; Statistical analysis; Computer science; Statistical model; Econometrics; Medical physics; Management science; Data science; Medicine; Statistics; Machine learning; Mathematics; Engineering","authors":[{"name":"Emil Eik Nielsen","is_ca":false},{"name":"Anders Kehlet Nørskov","is_ca":false},{"name":"Theis Lange","is_ca":false},{"name":"Lehana Thabane","is_ca":true},{"name":"Jørn Wetterslev","is_ca":false},{"name":"Jan Beyersmann","is_ca":false},{"name":"Jacobo de Uña‐Álvarez","is_ca":false},{"name":"Valter Torri","is_ca":false},{"name":"Laurent Billot","is_ca":false},{"name":"Hein Putter","is_ca":false},{"name":"Per Winkel","is_ca":false},{"name":"Christian Gluud","is_ca":false},{"name":"Janus Christian Jakobsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9827549661353883,"gpt":0.784218247525338,"spread":0.1985367186100503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8494856,0.005363189,0.01406912,0.01328558,0.003933985,0.01727681,0.01398326,0.02288262,0.005406741],"category_scores_gemma":[0.9426373,0.005698043,0.01871371,0.01389328,0.03002151,0.02010738,0.01246455,0.03440123,0.002431698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0147366,"about_ca_system_score_gemma":0.02404576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002478899,"about_ca_topic_score_gemma":0.001263139,"domain_scores_codex":[0.06053643,0.7837995,0.0916197,0.01393026,0.04814938,0.001964665],"domain_scores_gemma":[0.02003721,0.900238,0.03122985,0.03431858,0.01354766,0.0006287035],"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":[0.009226309,0.0005743197,0.0212397,0.07851581,0.0302152,0.003448999,0.02020046,0.03982257,0.002062866,0.5360821,0.0257454,0.2328663],"study_design_scores_gemma":[0.002407596,0.001960737,0.004738256,0.02573226,0.003599305,0.001315413,0.001493593,0.06199056,0.002914452,0.8586236,0.03463713,0.000587197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004192232,0.01121851,0.9476919,0.01546055,0.004228228,0.0109657,0.001158542,0.0005990515,0.004485297],"genre_scores_gemma":[0.09685256,0.003492899,0.822606,0.009046494,0.0020133,0.06392762,0.0009970332,0.0004342445,0.0006300263],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1505144,"threshold_uncertainty_score":0.1856111,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reporting","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"reporting","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3136262608","doi":"10.1136/bmjebm-2020-111542","title":"Understanding of research results, evidence summaries and their applicability—not critical appraisal—are core skills of medical curriculum","year":2021,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Terveyden Tutkimuksen Toimikunta; Sigrid Juséliuksen Säätiö; Helsingin ja Uudenmaan Sairaanhoitopiiri","keywords":"Critical appraisal; Rigour; Evidence-based medicine; Observational study; Systematic review; Medical education; Psychology; Medicine; Critical reading; Evidence-based practice; Psychological intervention; Medical literature; Curriculum; Reading (process); MEDLINE; Alternative medicine; Nursing; Pedagogy; Epistemology; Pathology","authors":[{"name":"Kari A.O. Tikkinen","is_ca":false},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8221500894503884,"gpt":0.6922985889787482,"spread":0.1298515004716402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3134953,0.002212742,0.007019938,0.01334447,0.003916125,0.02638937,0.005500412,0.01231079,0.01010947],"category_scores_gemma":[0.5867774,0.002466782,0.003915356,0.008505732,0.02383832,0.0265178,0.008976283,0.02525024,0.009969677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045681,"about_ca_system_score_gemma":0.04457637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554778,"about_ca_topic_score_gemma":0.002743289,"domain_scores_codex":[0.6221094,0.2686529,0.04647188,0.007486236,0.05343013,0.001849626],"domain_scores_gemma":[0.2051428,0.6685175,0.03590088,0.03743497,0.04769779,0.005306019],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002627643,0.0004568284,0.001332144,0.0471973,0.001111699,0.0004258327,0.02013471,0.002258101,0.002157456,0.2139562,0.225832,0.4848749],"study_design_scores_gemma":[0.0002669138,0.0004685485,0.002026185,0.06129942,0.0003713251,0.001228,0.00436985,0.001876775,0.001042277,0.4693773,0.4573046,0.0003687459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002522998,0.1359446,0.29296,0.5151906,0.01701444,0.006317669,0.0009619126,0.001309651,0.02777821],"genre_scores_gemma":[0.0545845,0.1700573,0.6712,0.0667123,0.02028038,0.009421028,0.0008916821,0.0008085232,0.006044323],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6865047,"threshold_uncertainty_score":0.8465825,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4410343249","doi":"10.1136/bmjebm-2025-113825","title":"Reporting guideline for the use of Generative Artificial intelligence tools in MEdical Research: the GAMER Statement","year":2025,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Chinese Academy of Medical Sciences; Lanzhou University","keywords":"Declaration; Delphi method; Checklist; Transparency (behavior); Delphi; Computer science; Guideline; Artificial intelligence; Medical education; Psychology; Data science; Medicine; Computer security","authors":[{"name":"Xufei Luo","is_ca":false},{"name":"Yih Chung Tham","is_ca":false},{"name":"Mauro Giuffrè","is_ca":false},{"name":"Robert Ranisch","is_ca":false},{"name":"Mohammad Daher","is_ca":false},{"name":"Kyle Lam","is_ca":false},{"name":"Alexander Viktor Eriksen","is_ca":false},{"name":"Che-Wei Hsu","is_ca":false},{"name":"Akihiko Ozaki","is_ca":false},{"name":"Fábio Ynoe de Moraes","is_ca":true},{"name":"Sahil Khanna","is_ca":false},{"name":"Kuan‐Pin Su","is_ca":false},{"name":"Emir Begagić","is_ca":false},{"name":"Zhaoxiang Bian","is_ca":false},{"name":"Yaolong Chen","is_ca":false},{"name":"Janne Estill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8920578848643578,"gpt":0.6593057290771102,"spread":0.2327521557872476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.334614,0.003878589,0.004899815,0.01793734,0.003857829,0.009714328,0.0127941,0.01961311,0.009020527],"category_scores_gemma":[0.5255767,0.004175932,0.01360381,0.009297135,0.006658055,0.007325018,0.0166568,0.0135756,0.01068207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079771,"about_ca_system_score_gemma":0.05733718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008416137,"about_ca_topic_score_gemma":0.007803558,"domain_scores_codex":[0.4434929,0.3419606,0.1621392,0.004272553,0.04319852,0.004936214],"domain_scores_gemma":[0.3995807,0.3406198,0.06152218,0.03692564,0.1562832,0.005068562],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006113898,0.0004243801,0.002534201,0.07782282,0.0006190959,0.0009725026,0.01073247,0.002706859,0.002933314,0.04426884,0.5796674,0.2767068],"study_design_scores_gemma":[0.001158451,0.0004699369,0.004047217,0.1954296,0.0008119739,0.001912349,0.003788555,0.003671755,0.003136403,0.03693591,0.7481069,0.000530866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003722283,0.03021605,0.438753,0.247982,0.02072572,0.180228,0.02208565,0.006261318,0.05002597],"genre_scores_gemma":[0.01142014,0.01859069,0.7109905,0.03771349,0.001436453,0.1984393,0.01122682,0.0008822677,0.009300355],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.665386,"threshold_uncertainty_score":0.8205394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366386724","doi":"10.1136/bmjebm-2022-112070","title":"Rapid Reviews Methods Series: Involving patient and public partners, healthcare providers and policymakers as knowledge users","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; Public Health Ontario; University of Toronto; St. Michael's Hospital; Cochrane; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Timeline; Health care; Commission; Knowledge translation; Psychology; Knowledge management; Public relations; Management science; Computer science; Business; Political science; Engineering; Mathematics","authors":[{"name":"Chantelle Garritty","is_ca":true},{"name":"Andrea C. Tricco","is_ca":true},{"name":"Maureen Smith","is_ca":true},{"name":"Danielle Pollock","is_ca":false},{"name":"Chris Kamel","is_ca":true},{"name":"Valerie King","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6031864510411815,"gpt":0.5799916421850461,"spread":0.02319480885613545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4627371,0.004983071,0.007117579,0.02103851,0.004669156,0.01237796,0.009378505,0.0101019,0.05067131],"category_scores_gemma":[0.6694083,0.004558043,0.007261568,0.02029228,0.007897388,0.01621689,0.01195083,0.01026262,0.03663227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0121421,"about_ca_system_score_gemma":0.05913802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002375147,"about_ca_topic_score_gemma":0.006569678,"domain_scores_codex":[0.3579074,0.4793361,0.09183775,0.01330128,0.05522333,0.00239419],"domain_scores_gemma":[0.1917516,0.6207246,0.04430021,0.05747002,0.07992148,0.005832165],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007509646,0.0002050667,0.0005557387,0.1371192,0.001127734,0.0003854521,0.007439855,0.0006607997,0.001982899,0.03203731,0.3791321,0.438603],"study_design_scores_gemma":[0.0006611351,0.0002849408,0.0006687911,0.06076902,0.0004594886,0.0004407827,0.001097372,0.0005232224,0.0009283532,0.0239948,0.909966,0.0002061467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.001675535,0.09414656,0.2441075,0.05825394,0.05661181,0.4857649,0.01074039,0.005084731,0.04361463],"genre_scores_gemma":[0.003776916,0.04209061,0.5375937,0.01132641,0.006206771,0.3840355,0.00198371,0.001156786,0.01182959],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5372629,"threshold_uncertainty_score":0.6625408,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2855200104","doi":"10.1136/bmjebm-2018-110972","title":"‘Depletion of the susceptibles’ taught through a story, a table and basic arithmetic","year":2018,"lang":"en","type":"letter","venue":"BMJ evidence-based medicine","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Phrase; Arithmetic; Table (database); Psychology; Statistics; Computer science; Natural language processing; Mathematics; Data mining","authors":[{"name":"Steven D. Stovitz","is_ca":false},{"name":"Hailey R. Banack","is_ca":false},{"name":"Jay S. Kaufman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2259520065183394,"gpt":0.4243785418092606,"spread":0.1984265352909212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009283495,0.0007538986,0.0009017023,0.000744672,0.001981373,0.002267139,0.001091029,0.01880117,0.01029403],"category_scores_gemma":[0.09994937,0.000534392,0.0008217377,0.0004782061,0.005067583,0.008407244,0.00192452,0.03026799,0.006145899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981444,"about_ca_system_score_gemma":0.001772379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305,"about_ca_topic_score_gemma":0.002476564,"domain_scores_codex":[0.9935529,0.004275716,0.0006033744,0.0004234812,0.00093242,0.0002121931],"domain_scores_gemma":[0.96503,0.02913792,0.001738171,0.0009611386,0.001870921,0.001261914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008078515,0.00002471918,0.0004214622,0.0001164331,0.00001489466,0.001604317,0.0006536948,0.0000789499,0.0001743979,0.01699967,0.9618999,0.01793068],"study_design_scores_gemma":[0.0001868019,0.0001107896,0.0009674099,0.001077493,0.00002833089,0.009595878,0.001060339,0.0007929437,0.0002788811,0.09096777,0.8948592,0.0000740969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002156076,0.00131048,0.0006908819,0.9917729,0.004358878,0.00001437849,0.00003476658,0.00002243616,0.001579606],"genre_scores_gemma":[0.006086809,0.001620086,0.00160091,0.9726662,0.01473039,0.00008563542,0.00002458816,0.00003176375,0.003153584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01880117,"threshold_uncertainty_score":0.04909641,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3028006966","doi":"10.1136/bmjebm-2020-111386","title":"Thrombolysis with alteplase 3–4.5 hours after acute ischaemic stroke: trial reanalysis adjusted for baseline imbalances","year":2020,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Thrombolysis; Stroke (engine); Modified Rankin Scale; Ischaemic stroke; Clinical trial; Placebo; Internal medicine; Physical therapy; Randomized controlled trial; Tissue plasminogen activator; Ischemic stroke; Ischemia; Myocardial infarction","authors":[{"name":"Brian S. Alper","is_ca":false},{"name":"Gary Foster","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"Alex Rae-Grant","is_ca":false},{"name":"Meghan Malone-Moses","is_ca":false},{"name":"Eric Manheimer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06341808429054929,"gpt":0.3372272680659038,"spread":0.2738091837753545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02783551,0.002132464,0.005324568,0.001673775,0.0004210851,0.002261167,0.00188194,0.0009229581,0.006854297],"category_scores_gemma":[0.04731276,0.0008693616,0.01648808,0.002438479,0.0004707495,0.001414556,0.001292205,0.001787297,0.001020843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022134,"about_ca_system_score_gemma":0.002519591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002543888,"about_ca_topic_score_gemma":0.003438388,"domain_scores_codex":[0.9795265,0.01098802,0.00346394,0.002924357,0.002274225,0.0008230519],"domain_scores_gemma":[0.9848585,0.00548997,0.003956957,0.003631948,0.001866121,0.0001964536],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.357492,0.000587022,0.04204053,0.02601621,0.3868874,0.000637534,0.0005266301,0.005160965,0.004378553,0.00180795,0.03274147,0.1417238],"study_design_scores_gemma":[0.2390797,0.02033527,0.1642715,0.003756335,0.484815,0.0008682699,0.0002979763,0.02085793,0.004906149,0.008496515,0.05171667,0.0005988267],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6330467,0.1159936,0.1016265,0.003918781,0.008741502,0.04628383,0.07557968,0.004690732,0.01011862],"genre_scores_gemma":[0.8811371,0.005173958,0.04696357,0.00113273,0.000808355,0.03438871,0.02343018,0.0006387094,0.006326692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9721645,"threshold_uncertainty_score":0.1472099,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"meta_analysis","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2911416111","doi":"10.1136/bmjebm-2018-111069","title":"Causal inference for clinicians","year":2019,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Advanced Causal Inference Techniques","field":"Mathematics","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Inference; Causal inference; Psychology; Computer science; Artificial intelligence; Econometrics; Mathematics","authors":[{"name":"Steven D. Stovitz","is_ca":false},{"name":"Ian Shrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3831093233932655,"gpt":0.5368590741435255,"spread":0.15374975075026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09599476,0.001841748,0.00287601,0.005900783,0.002838832,0.009466123,0.004762341,0.008946368,0.03145583],"category_scores_gemma":[0.3302542,0.001589081,0.003073194,0.004314927,0.01268352,0.01240345,0.006053475,0.01693418,0.006598949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005203073,"about_ca_system_score_gemma":0.01110386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004201715,"about_ca_topic_score_gemma":0.002708673,"domain_scores_codex":[0.9243771,0.06185943,0.003398712,0.004470971,0.005227085,0.000666611],"domain_scores_gemma":[0.673441,0.2860672,0.008927881,0.01679979,0.01290095,0.001863095],"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":[0.00008380202,0.0000449104,0.0007514376,0.001061307,0.0001697762,0.000202972,0.001072852,0.003387652,0.00009821145,0.8656096,0.04249931,0.0850182],"study_design_scores_gemma":[0.00003689888,0.00001153956,0.00007251459,0.0004952879,0.00002436865,0.00008613234,0.0001201442,0.003486789,0.00006548674,0.9647131,0.03087031,0.00001734326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001024581,0.01051791,0.8233038,0.1314878,0.003511692,0.0005379261,0.0008728051,0.0006086802,0.02813492],"genre_scores_gemma":[0.1047861,0.01691142,0.8245271,0.02983583,0.009032702,0.00353534,0.001151767,0.000462189,0.009757541],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09599476,"threshold_uncertainty_score":0.5076749,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3098080120","doi":"10.1136/bmjebm-2020-111503","title":"Ten years later: a review of the US 2009 institute of medicine report on conflicts of interest and solutions for further reform","year":2020,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":33,"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","funders":"","keywords":"Conflict of interest; Guideline; Alternative medicine; Political science; Health care; Medical research; Public relations; Medical education; Engineering ethics; Medicine; Engineering; Law","authors":[{"name":"Trevor Torgerson","is_ca":false},{"name":"Cole Wayant","is_ca":false},{"name":"Lisa Cosgrove","is_ca":false},{"name":"Elie A. Akl","is_ca":false},{"name":"Jake X. Checketts","is_ca":false},{"name":"Rafael Dal‐Ré","is_ca":false},{"name":"Jennifer Gill","is_ca":false},{"name":"Samir C. Grover","is_ca":true},{"name":"Nasim A. Khan","is_ca":false},{"name":"Rishad Khan","is_ca":true},{"name":"Ana Marušić","is_ca":false},{"name":"Matthew S. McCoy","is_ca":false},{"name":"Aaron Philip Mitchell","is_ca":false},{"name":"Vinay Prasad","is_ca":false},{"name":"Matt Vassar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7738178979150093,"gpt":0.6174324461110864,"spread":0.1563854518039229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009856354,0.0008197555,0.001357236,0.008476085,0.0005471519,0.002427655,0.0008359422,0.002795134,0.005748082],"category_scores_gemma":[0.03670816,0.0005141713,0.002234014,0.008702375,0.0008279723,0.00368421,0.001334983,0.003448171,0.001461626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004241877,"about_ca_system_score_gemma":0.01285581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007869109,"about_ca_topic_score_gemma":0.02253497,"domain_scores_codex":[0.9940719,0.002034971,0.001443528,0.0003701819,0.001872983,0.0002065778],"domain_scores_gemma":[0.9802141,0.01012037,0.00314085,0.0003625701,0.005668373,0.0004938164],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001318732,0.00003758552,0.0005498932,0.07992829,0.0006300008,0.00025328,0.000606795,0.0001419019,0.0004373212,0.00906571,0.3646421,0.5435753],"study_design_scores_gemma":[0.00002303208,0.00003455425,0.001823937,0.07359527,0.0004717071,0.0003212517,0.0002137063,0.00002198848,0.0001245679,0.0009431794,0.922399,0.00002777516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009244071,0.9857875,0.00007316923,0.01040923,0.002849918,0.00001552932,0.00009592084,0.000004384083,0.0006718979],"genre_scores_gemma":[0.001724414,0.9800166,0.0003823782,0.01476605,0.001923481,0.00004239161,0.0001742406,0.000008059223,0.0009624164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901437,"threshold_uncertainty_score":0.05212605,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"incentives","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2981608944","doi":"10.1136/bmjebm-2019-111273","title":"Challenges facing early-career and mid-career researchers: potential solutions to safeguard the future of evidence-based medicine","year":2019,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":32,"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","funders":"National Institute for Health and Care Research","keywords":"Globe; Attendance; Career development; Career Pathways; General partnership; Public relations; Medical education; Psychology; Management; Political science; Medicine","authors":[{"name":"Georgia C. Richards","is_ca":false},{"name":"Stephen H Bradley","is_ca":false},{"name":"Andrew Dagens","is_ca":false},{"name":"Christoffer Bjerre Haase","is_ca":false},{"name":"Brennan C Kahan","is_ca":false},{"name":"Tanja Rombey","is_ca":false},{"name":"Cole Wayant","is_ca":false},{"name":"Logan Z. J. Williams","is_ca":false},{"name":"Peter J. Gill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6353307993045753,"gpt":0.534381934536827,"spread":0.1009488647677482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1617261,0.00162031,0.002288606,0.004142965,0.02421922,0.0413555,0.008286605,0.04546828,0.02328253],"category_scores_gemma":[0.2435334,0.002214823,0.002947784,0.004432652,0.03133301,0.06033881,0.04026322,0.06219178,0.008484862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02034768,"about_ca_system_score_gemma":0.1099581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006810718,"about_ca_topic_score_gemma":0.01255145,"domain_scores_codex":[0.7946424,0.1387282,0.01157799,0.007400346,0.03230884,0.01534221],"domain_scores_gemma":[0.5624126,0.2845817,0.02401196,0.01290429,0.04474105,0.07134843],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000273256,0.00047147,0.00368202,0.007225599,0.0001814188,0.001896168,0.06429774,0.0007678504,0.001042861,0.1297275,0.5933377,0.1970965],"study_design_scores_gemma":[0.0001041709,0.000321132,0.00236611,0.01677374,0.00005796686,0.002242817,0.1236924,0.0008019214,0.0006142718,0.1899258,0.6627011,0.0003986712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001399297,0.01191132,0.001657766,0.9772716,0.004598591,0.00006027763,0.00003259584,0.00006209801,0.003006399],"genre_scores_gemma":[0.09182617,0.07008363,0.03708966,0.7720292,0.0156942,0.0009925077,0.0003436324,0.0003797481,0.01156135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8382739,"threshold_uncertainty_score":0.8552994,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"incentives","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"incentives","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3039340826","doi":"10.1136/bmjebm-2020-111412","title":"Dietary Recommendations for Familial Hypercholesterolaemia: an Evidence-Free Zone","year":2020,"lang":"en","type":"letter","venue":"BMJ evidence-based medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Insulin resistance; Saturated fat; Internal medicine; Cholesterol; Obesity; Endocrinology; Coronary heart disease; Low carbohydrate; Cardiology; Weight loss","authors":[{"name":"David M. Diamond","is_ca":false},{"name":"Abdullah Alabdulgader","is_ca":false},{"name":"Michel de Lorgeril","is_ca":false},{"name":"Zoë Harcombe","is_ca":false},{"name":"Malcolm Kendrick","is_ca":false},{"name":"Aseem Malhotra","is_ca":false},{"name":"Blair J. O’Neill","is_ca":true},{"name":"Uffe Ravnskov","is_ca":false},{"name":"Sherif Sultan","is_ca":false},{"name":"Jeff S. Volek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2491908472061366,"gpt":0.4015866636004412,"spread":0.1523958163943046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01133425,0.0009213243,0.003027597,0.00417491,0.0007394222,0.002609533,0.003145889,0.004258664,0.006021543],"category_scores_gemma":[0.03053028,0.0007384556,0.00383652,0.002850698,0.0006612133,0.002516526,0.001662025,0.003795941,0.001523218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205958,"about_ca_system_score_gemma":0.004526841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327339,"about_ca_topic_score_gemma":0.01157752,"domain_scores_codex":[0.9932362,0.002385598,0.002002424,0.0003331301,0.001882313,0.000160238],"domain_scores_gemma":[0.9853837,0.007623591,0.003200213,0.0002833201,0.002967149,0.0005419587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00133352,0.0005063147,0.001481092,0.1924724,0.003358588,0.0001314027,0.0002530526,0.0002529894,0.0003950368,0.001370508,0.02834552,0.7700995],"study_design_scores_gemma":[0.003086351,0.0009044412,0.00984116,0.7726464,0.01171368,0.0002582115,0.0003351117,0.0003421497,0.0003449408,0.00175948,0.1986853,0.00008270278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002924484,0.9729186,0.0009763775,0.01661178,0.001761072,0.001056358,0.0005687235,0.00008078047,0.003101859],"genre_scores_gemma":[0.02451812,0.9495558,0.008949392,0.01250556,0.0008359505,0.001552647,0.000974211,0.00002429116,0.001084035],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01133425,"threshold_uncertainty_score":0.05994201,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4366386744","doi":"10.1136/bmjebm-2022-112111","title":"Rapid reviews methods series: Guidance on assessing the certainty of evidence","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Public Health Agency","keywords":"Grading (engineering); Systematic review; Computer science; Rating system; Certainty; Management science; Medicine; Actuarial science; MEDLINE; Engineering; Mathematics; Business; Political science","authors":[{"name":"Gerald Gartlehner","is_ca":false},{"name":"Barbara Nußbaumer-Streit","is_ca":false},{"name":"Declan Devane","is_ca":false},{"name":"Leila C. Kahwati","is_ca":false},{"name":"Meera Viswanathan","is_ca":false},{"name":"Valerie King","is_ca":false},{"name":"Amir Qaseem","is_ca":false},{"name":"Elie A. Akl","is_ca":false},{"name":"Holger J Schuenemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9546345879208633,"gpt":0.6949051985894442,"spread":0.2597293893314191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.389394,0.006437434,0.01276672,0.02764555,0.002533646,0.01295142,0.01166051,0.0132253,0.1176816],"category_scores_gemma":[0.7202661,0.009091591,0.02135042,0.02263429,0.003968491,0.01031031,0.01193665,0.0160281,0.0855865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009554849,"about_ca_system_score_gemma":0.05718588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007355266,"about_ca_topic_score_gemma":0.008736609,"domain_scores_codex":[0.4279593,0.3825945,0.1179253,0.00608425,0.06307795,0.002358705],"domain_scores_gemma":[0.2415231,0.543166,0.0509262,0.04021193,0.1199889,0.004183845],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009608174,0.0001201202,0.0003938632,0.1176863,0.001825552,0.0001842238,0.001356355,0.0009837855,0.0005025557,0.02126358,0.5264125,0.3283104],"study_design_scores_gemma":[0.002258368,0.0002511105,0.001530731,0.1059548,0.001543004,0.0004285694,0.0003592148,0.0013455,0.001060305,0.02961094,0.8552622,0.0003953025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001101937,0.08848152,0.4094788,0.0478053,0.0277983,0.2724721,0.06777643,0.01014094,0.07494468],"genre_scores_gemma":[0.002964695,0.0404295,0.6968956,0.004840662,0.002245096,0.2307136,0.009766254,0.002140261,0.01000443],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6106061,"threshold_uncertainty_score":0.752986,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3094203153","doi":"10.1136/bmjebm-2020-111452","title":"Optimising the process for conducting scoping reviews","year":2020,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; BC Children's Hospital; University of Toronto; Dalhousie University; York University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Process (computing); Systematic review; Resource (disambiguation); Knowledge management; Process management; Best practice; Key (lock); Computer science; Management science; Data science; Engineering; MEDLINE; Political science","authors":[{"name":"Colleen Pawliuk","is_ca":true},{"name":"Helen Brown","is_ca":true},{"name":"Kim Widger","is_ca":true},{"name":"Tammie Dewan","is_ca":true},{"name":"Anne‐Mette Hermansen","is_ca":true},{"name":"Marie-Claude Grégoire","is_ca":true},{"name":"Rose Steele","is_ca":true},{"name":"Harold Siden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.895103126102174,"gpt":0.7197301643337385,"spread":0.1753729617684355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8212392,0.005859053,0.007482809,0.02780878,0.0106256,0.03284737,0.01175853,0.01929867,0.02335659],"category_scores_gemma":[0.8806435,0.01015258,0.0114123,0.02538479,0.01216525,0.03867952,0.02717695,0.02691935,0.03445906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02235984,"about_ca_system_score_gemma":0.1445595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008166284,"about_ca_topic_score_gemma":0.01794847,"domain_scores_codex":[0.1258001,0.6962239,0.1112888,0.01176149,0.05057479,0.004350955],"domain_scores_gemma":[0.06869318,0.5828554,0.04689788,0.07584948,0.2159179,0.009786132],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001372674,0.0006001614,0.002741962,0.0474886,0.0008933267,0.001311765,0.07888341,0.002953112,0.004483044,0.02810386,0.1230059,0.7081622],"study_design_scores_gemma":[0.00360747,0.001203016,0.005434146,0.1814388,0.001685572,0.001393503,0.02729686,0.007669007,0.006998651,0.1276103,0.633782,0.001880687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006250506,0.01392874,0.6676682,0.111276,0.01151051,0.1630308,0.001961021,0.009800607,0.01457367],"genre_scores_gemma":[0.008316619,0.004136141,0.9024976,0.004908317,0.0009364288,0.0758557,0.0005979041,0.0007746096,0.001976688],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1787608,"threshold_uncertainty_score":0.2204439,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2993142824","doi":"10.1136/bmjebm-2019-111300","title":"The need for clinical judgement in the application of evidence-based medicine","year":2019,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Judgement; Evidence-based medicine; Medicine; Intensive care medicine; MEDLINE; Alternative medicine; Psychotherapist; Psychology; Epistemology; Pathology","authors":[{"name":"J. David Spence","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9715138239990201,"gpt":0.7161295285443602,"spread":0.2553842954546599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7535244,0.003114172,0.02111651,0.02309552,0.008999371,0.03335258,0.01860979,0.04205569,0.00617711],"category_scores_gemma":[0.9039241,0.005367352,0.008315869,0.01295379,0.0601318,0.03824427,0.02290209,0.05237276,0.003399645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02216331,"about_ca_system_score_gemma":0.06486332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006371903,"about_ca_topic_score_gemma":0.006634255,"domain_scores_codex":[0.1034001,0.6724174,0.1082047,0.01823461,0.09465396,0.003089265],"domain_scores_gemma":[0.03314018,0.8522196,0.02608744,0.03182622,0.05154103,0.005185585],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002497998,0.000403335,0.00426138,0.1094896,0.009414569,0.0015992,0.033706,0.00268472,0.0009417951,0.2058619,0.295913,0.3332266],"study_design_scores_gemma":[0.002537527,0.0004767392,0.002090276,0.1531908,0.002154555,0.001195829,0.00634056,0.004738093,0.0005844908,0.6944494,0.1313047,0.0009369488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002468799,0.1642217,0.05487976,0.7172309,0.04826686,0.002923737,0.0004113387,0.0003878036,0.009209027],"genre_scores_gemma":[0.1820119,0.07610945,0.2805983,0.3960823,0.05078918,0.01133594,0.0006336754,0.0006299576,0.001809283],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2464756,"threshold_uncertainty_score":0.3039484,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4306181334","doi":"10.1136/bmjebm-2022-112065","title":"The Pandora’s Box of Evidence Synthesis and the case for a living Evidence Synthesis Taxonomy","year":2022,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; St. Michael's Hospital; University of Toronto; McMaster University; Queen's University; Impact","funders":"National Health and Medical Research Council; University of Adelaide","keywords":"Context (archaeology); Pandemic; Nursing; Scope (computer science); Public relations; Psychology; Medical education; Business; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Geography; Computer science","authors":[{"name":"Zachary Munn","is_ca":false},{"name":"Danielle Pollock","is_ca":false},{"name":"Timothy Hugh Barker","is_ca":false},{"name":"Jennifer Stone","is_ca":false},{"name":"Cindy Stern","is_ca":false},{"name":"Edoardo Aromataris","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true},{"name":"Barbara Clyne","is_ca":false},{"name":"Hanan Khalil","is_ca":false},{"name":"Reem A. Mustafa","is_ca":false},{"name":"Christina Godfrey","is_ca":true},{"name":"Andrew Booth","is_ca":false},{"name":"Andrea C. Tricco","is_ca":true},{"name":"Alan Pearson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7695973013225446,"gpt":0.5618726478439796,"spread":0.2077246534785649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6188834,0.003965951,0.01877986,0.02939516,0.0109733,0.0545101,0.01366619,0.04433957,0.009256523],"category_scores_gemma":[0.6970709,0.005326293,0.007948692,0.02045379,0.09123459,0.08047324,0.02652624,0.0852803,0.004873549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02643247,"about_ca_system_score_gemma":0.07332203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007773884,"about_ca_topic_score_gemma":0.007039996,"domain_scores_codex":[0.3025848,0.5041618,0.08699825,0.01690908,0.08527999,0.004066009],"domain_scores_gemma":[0.1387329,0.7709654,0.01947334,0.02586604,0.0376502,0.007312109],"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":[0.0004155468,0.00008091886,0.0003110809,0.0195713,0.0006407805,0.0001755078,0.003177686,0.0006364357,0.0001519122,0.7401679,0.1532936,0.08137737],"study_design_scores_gemma":[0.0003555666,0.0001283552,0.0001923498,0.04077723,0.0002292352,0.0002333598,0.00112328,0.001051091,0.00009463369,0.7792349,0.1763877,0.0001923155],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0001822215,0.1476762,0.03030878,0.7941129,0.02326062,0.0003370366,0.0001765366,0.0001899446,0.003755921],"genre_scores_gemma":[0.0196101,0.1887998,0.2491108,0.4797497,0.05428101,0.004795475,0.0003934931,0.0006367079,0.002622851],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3811166,"threshold_uncertainty_score":0.4699847,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2887866346","doi":"10.1136/bmjebm-2018-111040","title":"More than 2 billion pairs of eyeballs: Why aren’t you sharing medical knowledge on Wikipedia?","year":2018,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Reading (process); Knowledge translation; Internet privacy; World Wide Web; Public relations; Knowledge sharing; Encyclopedia; Resource (disambiguation); Information Dissemination; Computer science; Medical education; Political science; Library science; Knowledge management; Medicine; Law","authors":[{"name":"Heather Murray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1161487099793547,"gpt":0.4504509774698217,"spread":0.3343022674904669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.006098276,0.0004545269,0.000451853,0.002064658,0.007071405,0.00762608,0.001071093,0.004033742,0.0230217],"category_scores_gemma":[0.03628626,0.0005023506,0.0005591018,0.002073767,0.00427073,0.01618172,0.005278031,0.003776091,0.005868815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186321,"about_ca_system_score_gemma":0.00178327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031066,"about_ca_topic_score_gemma":0.01410762,"domain_scores_codex":[0.9942002,0.003022464,0.0003011314,0.0006593342,0.00138413,0.0004326397],"domain_scores_gemma":[0.976501,0.01155791,0.002390532,0.001455836,0.003214877,0.004879835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003051321,0.00009196724,0.02233122,0.0007847287,0.0001673888,0.000996945,0.02216835,0.0001811976,0.0005752016,0.02373551,0.7142459,0.2144164],"study_design_scores_gemma":[0.00004015586,0.00009948629,0.01382785,0.001599356,0.00009735989,0.00164259,0.03511271,0.000689816,0.0005456312,0.03589777,0.9103121,0.0001351771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09620333,0.03273565,0.007737419,0.7757362,0.008926705,0.00009599153,0.00222935,0.0008511896,0.07548412],"genre_scores_gemma":[0.7074915,0.03150894,0.008191612,0.1802353,0.009839619,0.0002109075,0.002703133,0.001140474,0.05867859],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9989289,"threshold_uncertainty_score":0.07701528,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4392797608","doi":"10.1136/bmjebm-2023-112722","title":"Rapid reviews methods series: assessing the appropriateness of conducting a rapid review","year":2024,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Public Health; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Scope (computer science); Context (archaeology); Risk analysis (engineering); Resource (disambiguation); Process (computing); Management science; Computer science; Systematic review; Operations research; Medicine; MEDLINE; Political science; Engineering","authors":[{"name":"Chantelle Garritty","is_ca":true},{"name":"Barbara Nußbaumer-Streit","is_ca":false},{"name":"Candyce Hamel","is_ca":true},{"name":"Declan Devane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9588174281060408,"gpt":0.7032138568070663,"spread":0.2556035712989745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6970117,0.006205878,0.01078022,0.03354989,0.004426247,0.02079723,0.008674599,0.01094131,0.1027474],"category_scores_gemma":[0.9129382,0.01049309,0.01492592,0.03223076,0.007592959,0.02022781,0.01447393,0.01365912,0.07721359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0142901,"about_ca_system_score_gemma":0.08802902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647414,"about_ca_topic_score_gemma":0.005323285,"domain_scores_codex":[0.1713319,0.5977991,0.1511608,0.008190682,0.06921409,0.002303475],"domain_scores_gemma":[0.0505859,0.6996047,0.07038724,0.05403809,0.1202924,0.005091785],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003123572,0.0002559492,0.001437402,0.1883259,0.003773526,0.0002669412,0.002222329,0.001273373,0.00122528,0.01771729,0.3975109,0.3828676],"study_design_scores_gemma":[0.005915291,0.001342128,0.004078202,0.1656194,0.003234658,0.0007528592,0.0009667766,0.003124136,0.002195171,0.03792263,0.773932,0.0009167545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.002093521,0.03651766,0.2410709,0.06018486,0.0533517,0.5265575,0.02907767,0.01344576,0.03770035],"genre_scores_gemma":[0.003856227,0.01745843,0.5108969,0.005919189,0.004390974,0.4440318,0.004126439,0.003281017,0.00603894],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3029883,"threshold_uncertainty_score":0.3736386,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4408555504","doi":"10.1136/bmjebm-2024-112974","title":"Analgesic effects of non-surgical and non-interventional treatments for low back pain: a systematic review and meta-analysis of placebo-controlled randomised trials","year":2025,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":22,"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":"","keywords":"Medicine; Placebo; Meta-analysis; Analgesic; Randomized controlled trial; Low back pain; Chronic pain; Physical therapy; Confidence interval; Strictly standardized mean difference; Relative risk; Clinical trial; Anesthesia; Internal medicine; Alternative medicine","authors":[{"name":"Aidan G Cashin","is_ca":false},{"name":"Bradley Furlong","is_ca":true},{"name":"Steven J. Kamper","is_ca":false},{"name":"Diana De Carvalho","is_ca":true},{"name":"Luciana A. C. Machado","is_ca":false},{"name":"Simon Davidson","is_ca":false},{"name":"Krystal Bursey","is_ca":true},{"name":"Christina Abdel Shaheed","is_ca":false},{"name":"Amanda Häll","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09458008446055835,"gpt":0.4391426482895198,"spread":0.3445625638289614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02683835,0.003813662,0.03048831,0.009597851,0.0008987487,0.004489925,0.002969428,0.003618633,0.005109942],"category_scores_gemma":[0.06264286,0.002173529,0.04263743,0.008244152,0.001359415,0.002922845,0.001889004,0.002311114,0.000406534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005363075,"about_ca_system_score_gemma":0.006087903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00530362,"about_ca_topic_score_gemma":0.01038007,"domain_scores_codex":[0.9733182,0.0135934,0.007782676,0.001908497,0.002952924,0.0004442865],"domain_scores_gemma":[0.9610647,0.02774537,0.00767839,0.0009110977,0.002254691,0.0003458125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002597355,0.00003602945,0.0008157393,0.6809755,0.3046469,0.00006862214,0.00006863621,0.0003081367,0.0001462121,0.0001199648,0.000352799,0.009864128],"study_design_scores_gemma":[0.002626324,0.000501526,0.001777252,0.09380666,0.8985794,0.000106945,0.0000626169,0.0002173336,0.0001804033,0.0002744373,0.001833421,0.00003367497],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002520762,0.9948757,0.0006178336,0.0001431171,0.0001953795,0.001109129,0.0003168563,0.00002395282,0.0001972457],"genre_scores_gemma":[0.09009305,0.8966431,0.004518801,0.0009386988,0.0003076966,0.006351411,0.000707685,0.00003663788,0.0004028949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03048831,"threshold_uncertainty_score":0.1419364,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4384663396","doi":"10.1136/bmjebm-2022-111921","title":"Reducing the residue of retractions in evidence synthesis: ways to minimise inappropriate citation and use of retracted data","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Alfred P. Sloan Foundation","keywords":"Citation; Systematic review; MEDLINE; Computer science; Medical literature; Data science; Medicine; Political science; Library science; Law","authors":[{"name":"Caitlin Bakker","is_ca":true},{"name":"Stephanie Boughton","is_ca":false},{"name":"Clóvis Mariano Faggion","is_ca":false},{"name":"Daniele Fanelli","is_ca":false},{"name":"Kathryn A. Kaiser","is_ca":false},{"name":"Jodi Schneider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3537610203336972,"gpt":0.4262577316876646,"spread":0.0724967113539674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8411662,0.005878992,0.01337412,0.04746451,0.01158896,0.03913116,0.01748821,0.02933194,0.01647479],"category_scores_gemma":[0.9667117,0.01010629,0.01366085,0.04597467,0.02236162,0.04974305,0.03242483,0.02941531,0.01326127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01537417,"about_ca_system_score_gemma":0.07406521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004039038,"about_ca_topic_score_gemma":0.005126503,"domain_scores_codex":[0.08465452,0.6081745,0.2187052,0.01463926,0.07086193,0.002964627],"domain_scores_gemma":[0.01026832,0.7609009,0.08196793,0.07945542,0.06485247,0.002555001],"domain_codex":"methods","domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00278412,0.0005057997,0.009439609,0.03585357,0.003473892,0.001288455,0.04026936,0.003494385,0.002532494,0.03109427,0.08325893,0.786005],"study_design_scores_gemma":[0.004970047,0.00215626,0.02036418,0.1203632,0.007630837,0.003457134,0.01875216,0.02899751,0.01219482,0.3198967,0.458708,0.002509131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01612691,0.03493043,0.5921119,0.2809948,0.02611385,0.02587298,0.001642812,0.005749232,0.01645716],"genre_scores_gemma":[0.09770248,0.01255044,0.8108369,0.03269447,0.01118391,0.02432088,0.001222215,0.002552387,0.006936308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9706681,"threshold_uncertainty_score":0.1958704,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"methods","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4398251068","doi":"10.1136/bmjebm-2023-112681","title":"Guidelines for the development and validation of patient-reported outcome measures: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":20,"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":"Prom; PsycINFO; CLARITY; Guideline; MEDLINE; Scopus; Medicine; Data extraction; Computer science; Medical physics; Pathology","authors":[{"name":"Andrés Jung","is_ca":false},{"name":"Dimitris Challoumas","is_ca":false},{"name":"Larissa Pagels","is_ca":false},{"name":"Susan Armijo‐Olivo","is_ca":true},{"name":"Tobias Braun","is_ca":false},{"name":"Kerstin Luedtke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5391998939064311,"gpt":0.5249969430455457,"spread":0.01420295086088541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.333052,0.00452853,0.01001642,0.06427839,0.00570565,0.01423068,0.01223814,0.0152598,0.01001498],"category_scores_gemma":[0.5866439,0.00579063,0.01794931,0.04471919,0.007462299,0.01472335,0.01215823,0.01009482,0.00810999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01585014,"about_ca_system_score_gemma":0.09327947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238698,"about_ca_topic_score_gemma":0.01676684,"domain_scores_codex":[0.5102888,0.2043268,0.2298112,0.008237061,0.04351254,0.003823514],"domain_scores_gemma":[0.3598578,0.3735922,0.06451318,0.02123258,0.1774662,0.003338098],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002727845,0.0001569597,0.001581825,0.5541681,0.001536104,0.0005128641,0.005991751,0.001260076,0.0009028573,0.01546736,0.1074653,0.3106841],"study_design_scores_gemma":[0.0001891793,0.00007438611,0.001193366,0.8137029,0.001692847,0.0002975633,0.00149515,0.0004466973,0.0005058622,0.008397155,0.1718937,0.0001111745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002585263,0.6102853,0.1162237,0.06146443,0.01380062,0.1483021,0.01416451,0.001667873,0.03150621],"genre_scores_gemma":[0.01165394,0.4039441,0.3592477,0.009652215,0.001401673,0.2002516,0.009518115,0.0005019932,0.003828676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.666948,"threshold_uncertainty_score":0.8224656,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4291021075","doi":"10.1136/bmjebm-2022-111944","title":"Knowledge user survey and Delphi process to inform development of a new risk of bias tool to assess systematic reviews with network meta-analysis (RoB NMA tool)","year":2022,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Simon Fraser University; Ottawa Hospital; University of Ottawa; University of Toronto; University of British Columbia; Cochrane; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Medical Research Council; National Institute for Health and Care Research; World Health Organization","keywords":"Delphi method; Knowledge translation; Systematic review; Delphi; Psychology; Process (computing); Quality (philosophy); Knowledge management; Computer science; MEDLINE; Political science; Artificial intelligence","authors":[{"name":"Carole Lunny","is_ca":true},{"name":"Areti Angeliki Veroniki","is_ca":true},{"name":"Brian Hutton","is_ca":true},{"name":"Ian R. White","is_ca":false},{"name":"James M Wright","is_ca":true},{"name":"Ji Yoon Kim","is_ca":true},{"name":"Sai Surabi Thirugnanasampanthar","is_ca":true},{"name":"Shazia Siddiqui","is_ca":true},{"name":"Jennifer Watt","is_ca":true},{"name":"Lorenzo Moja","is_ca":false},{"name":"Nichole Taske","is_ca":false},{"name":"Robert C. Lorenz","is_ca":false},{"name":"Savannah Gerrish","is_ca":true},{"name":"Sharon E. Straus","is_ca":true},{"name":"Virginia Minogue","is_ca":false},{"name":"Franklin Hu","is_ca":true},{"name":"Kevin Lin","is_ca":true},{"name":"Ayah Kapani","is_ca":true},{"name":"Samin Nagi","is_ca":true},{"name":"Lillian Chen","is_ca":true},{"name":"Mona Akbar-nejad","is_ca":true},{"name":"Andrea C. Tricco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9019285677618601,"gpt":0.5686405846106061,"spread":0.3332879831512541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5057983,0.002676405,0.003422158,0.01768652,0.003744864,0.005822336,0.003358254,0.003822342,0.02002143],"category_scores_gemma":[0.5936334,0.002576845,0.006488192,0.01070817,0.004321433,0.009954034,0.0152557,0.005348652,0.004669757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008511299,"about_ca_system_score_gemma":0.02956366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002295161,"about_ca_topic_score_gemma":0.003601621,"domain_scores_codex":[0.3757624,0.5240004,0.06530117,0.007994113,0.02219955,0.004742272],"domain_scores_gemma":[0.3854513,0.4464214,0.02803789,0.02975801,0.1059062,0.00442525],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002637726,0.001093008,0.01602951,0.04175359,0.001264084,0.0006936703,0.1377549,0.006955925,0.005021791,0.03276594,0.07891832,0.6751115],"study_design_scores_gemma":[0.007345323,0.006207062,0.0347178,0.06960042,0.002551541,0.00127571,0.08640241,0.0681191,0.01252028,0.171366,0.5378101,0.002084243],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04057068,0.001830709,0.5909587,0.01223304,0.001137262,0.332505,0.004078472,0.001890406,0.01479575],"genre_scores_gemma":[0.04202044,0.0006484098,0.4896212,0.002584311,0.0001714627,0.4633673,0.000641907,0.0001741242,0.0007706434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4942017,"threshold_uncertainty_score":0.6094387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027820216","doi":"10.1136/bmjebm-2020-111371","title":"Problem with patient decision aids","year":2020,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Decision aids; Certainty; Presentation (obstetrics); Health care; Decision support system; Medicine; Decision quality; Decision analysis; Value (mathematics); Quality (philosophy); Medical emergency; Patient satisfaction; Nursing; Computer science; Alternative medicine; Artificial intelligence; Surgery","authors":[{"name":"Joshua R Zadro","is_ca":false},{"name":"Adrian C. Traeger","is_ca":false},{"name":"Simon Décary","is_ca":true},{"name":"Mary O’Keeffe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3859947806013224,"gpt":0.470309984312354,"spread":0.08431520371103168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1820547,0.002013461,0.001779659,0.004155182,0.005597888,0.01345152,0.007646286,0.01655423,0.02939936],"category_scores_gemma":[0.523292,0.001763882,0.004127203,0.003583514,0.01455364,0.02802966,0.01204998,0.02899115,0.01367099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007225909,"about_ca_system_score_gemma":0.01424365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550521,"about_ca_topic_score_gemma":0.002363794,"domain_scores_codex":[0.6600566,0.2660839,0.03004417,0.007549888,0.03308888,0.00317652],"domain_scores_gemma":[0.3250735,0.5960261,0.01412093,0.02082079,0.03790209,0.006056621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008012339,0.0003292966,0.00556482,0.004379717,0.000342493,0.002893679,0.01918109,0.001752852,0.0003911246,0.1995999,0.369339,0.3954248],"study_design_scores_gemma":[0.0003221814,0.0002526086,0.0006615887,0.008562765,0.0002088687,0.009438505,0.007792506,0.002649122,0.0009458554,0.1660713,0.8028195,0.0002752042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006629719,0.02392703,0.1254089,0.7396234,0.01124991,0.001311752,0.0009173514,0.001432714,0.08949929],"genre_scores_gemma":[0.196706,0.0235187,0.2433227,0.4915848,0.0115129,0.004487363,0.00101398,0.001265872,0.0265878],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1820547,"threshold_uncertainty_score":0.9628085,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4407132017","doi":"10.1136/bmjebm-2023-112389","title":"Rapid reviews methods series: guidance on rapid scoping, mapping and evidence and gap map (‘Big Picture Reviews’)","year":2025,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":18,"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; Ottawa Hospital","funders":"","keywords":"Series (stratigraphy); Data science; Computer science; Information retrieval; Biology","authors":[{"name":"Fiona Campbell","is_ca":false},{"name":"Anthea Sutton","is_ca":false},{"name":"Danielle Pollock","is_ca":false},{"name":"Chantelle Garritty","is_ca":true},{"name":"Andrea C. Tricco","is_ca":true},{"name":"Lena Schmidt","is_ca":false},{"name":"Hanan Khalil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4793826492030341,"gpt":0.5678402709174526,"spread":0.08845762171441851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2155316,0.005265773,0.007426116,0.02223023,0.002523735,0.01367859,0.01145873,0.01755694,0.2071258],"category_scores_gemma":[0.4478315,0.008633054,0.01214818,0.02962936,0.003173732,0.01213438,0.012657,0.01274748,0.2173019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009178703,"about_ca_system_score_gemma":0.0610678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009372389,"about_ca_topic_score_gemma":0.01514541,"domain_scores_codex":[0.768387,0.1343722,0.04956115,0.006412176,0.03794137,0.003326263],"domain_scores_gemma":[0.4827492,0.3403313,0.0401822,0.025158,0.1054159,0.006163289],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001893949,0.00007655984,0.0001327257,0.04540098,0.0001711403,0.0001214462,0.001093097,0.0005024325,0.0003836213,0.008859184,0.7855688,0.1575006],"study_design_scores_gemma":[0.0004318945,0.00007103515,0.0005171811,0.03907127,0.0001343085,0.0001462988,0.0001898428,0.0002642951,0.0003458223,0.006909426,0.9517938,0.000124907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.0009509076,0.08099686,0.2258715,0.07774059,0.02685415,0.243366,0.1187602,0.0229191,0.2025407],"genre_scores_gemma":[0.002428816,0.09599863,0.5181314,0.01508643,0.003833821,0.2661666,0.03212651,0.006426341,0.05980147],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7844684,"threshold_uncertainty_score":0.9673892,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4224057184","doi":"10.1136/bmjebm-2021-111866","title":"Which actionable statements qualify as good practice statements In Covid-19 guidelines? A systematic appraisal","year":2022,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Ottawa Hospital; Centre hospitalier universitaire de Québec; McMaster University; Impact; Cochrane; Bruyère; Hôpital de l'Enfant-Jésus; University of Ottawa","funders":"Canadian Institutes of Health Research; World Health Organization","keywords":"Guideline; Global Positioning System; Critical appraisal; Systematic review; Grading (engineering); MEDLINE; Quality (philosophy); Medicine; Computer science; Alternative medicine; Engineering; Political science","authors":[{"name":"Omar Dewidar","is_ca":true},{"name":"Tamara Lotfi","is_ca":true},{"name":"Miranda Langendam","is_ca":false},{"name":"Elena Parmelli","is_ca":false},{"name":"Zuleika Saz Parkinson","is_ca":false},{"name":"Karla Solo","is_ca":true},{"name":"Derek K. Chu","is_ca":true},{"name":"Joseph L. Mathew","is_ca":false},{"name":"Elie A. Akl","is_ca":true},{"name":"Romina Brignardello‐Petersen","is_ca":true},{"name":"Reem A. Mustafa","is_ca":true},{"name":"Lorenzo Moja","is_ca":false},{"name":"Alfonso Iorio","is_ca":true},{"name":"Yuan Chi","is_ca":false},{"name":"Carlos Canelo‐Aybar","is_ca":false},{"name":"Tamara Kredo","is_ca":false},{"name":"Justine Karpusheff","is_ca":false},{"name":"Alexis F. Turgeon","is_ca":true},{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"Wojtek Wiercioch","is_ca":true},{"name":"Annette Gerritsen","is_ca":false},{"name":"Miloslav Klugar","is_ca":false},{"name":"María Ximena Rojas","is_ca":false},{"name":"Peter Tugwell","is_ca":true},{"name":"Vivian Welch","is_ca":true},{"name":"Kevin Pottie","is_ca":true},{"name":"Zachary Munn","is_ca":false},{"name":"Robby Nieuwlaat","is_ca":true},{"name":"Nathan Ford","is_ca":false},{"name":"Adrienne Stevens","is_ca":true},{"name":"Joanne Khabsa","is_ca":false},{"name":"Zil Nasir","is_ca":true},{"name":"Grigorios I. Leontiadis","is_ca":true},{"name":"Joerg J Meerpohl","is_ca":false},{"name":"Thomas Piggott","is_ca":true},{"name":"Amir Qaseem","is_ca":false},{"name":"Micayla Matthews","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7104620991194237,"gpt":0.7006955760346055,"spread":0.00976652308481818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2712264,0.002413488,0.01410355,0.02589294,0.002643246,0.009988977,0.005206937,0.006249768,0.005081215],"category_scores_gemma":[0.6602684,0.003138316,0.01214008,0.02399252,0.005643345,0.01174076,0.005564223,0.004133958,0.0007745329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01786188,"about_ca_system_score_gemma":0.06761216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199619,"about_ca_topic_score_gemma":0.02518445,"domain_scores_codex":[0.5213199,0.2185264,0.191135,0.01262461,0.05311878,0.003275301],"domain_scores_gemma":[0.3484591,0.3778788,0.152422,0.01951231,0.09747023,0.00425765],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004208089,0.00005435717,0.004962491,0.902535,0.008052177,0.00009997069,0.002383488,0.0001911663,0.0001482473,0.0020534,0.007189188,0.07190962],"study_design_scores_gemma":[0.0006201793,0.0001724492,0.004940994,0.9646682,0.01320953,0.0001194534,0.001325242,0.0002345743,0.0001742487,0.001657474,0.01278887,0.00008873997],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0109115,0.8992161,0.00940219,0.01823665,0.003577796,0.04711847,0.007641957,0.0001805802,0.00371472],"genre_scores_gemma":[0.2175987,0.5437756,0.08421792,0.01451533,0.001538957,0.1290092,0.008328862,0.0001633471,0.0008521441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7287736,"threshold_uncertainty_score":0.8987076,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4392583344","doi":"10.1136/bmjebm-2023-112695","title":"CARE-radiology statement explanation and elaboration: reporting guideline for radiological case reports","year":2024,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Fundamental Research Funds for the Central Universities; Lanzhou University","keywords":"Guideline; Radiological weapon; Checklist; Medicine; Delphi method; Multidisciplinary approach; Documentation; Medical physics; Radiology; Psychology; Pathology; Computer science","authors":[{"name":"Mengshu Wang","is_ca":false},{"name":"Xufei Luo","is_ca":false},{"name":"Xiaojuan Xiao","is_ca":false},{"name":"Linlin Zhang","is_ca":false},{"name":"Qi Wang","is_ca":true},{"name":"Shiyu Wang","is_ca":false},{"name":"Ximing Wang","is_ca":false},{"name":"Huadan Xue","is_ca":false},{"name":"Long Jiang Zhang","is_ca":false},{"name":"Yaolong Chen","is_ca":false},{"name":"Junqiang Lei","is_ca":false},{"name":"Tomaž Štupnik","is_ca":false},{"name":"Marco Scarci","is_ca":false},{"name":"Alfonso Fiorelli","is_ca":false},{"name":"Tanel Laisaar","is_ca":false},{"name":"Robert Fruscio","is_ca":false},{"name":"Hussein Elkhayat","is_ca":false},{"name":"Nuria Novoa","is_ca":false},{"name":"Fabio Davoli","is_ca":false},{"name":"Ryuichi Waseda","is_ca":false},{"name":"Janne Estill","is_ca":false},{"name":"Susan L. Norris","is_ca":false},{"name":"D. Riley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3723114543237489,"gpt":0.5789761313316922,"spread":0.2066646770079433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3173226,0.003047786,0.003174282,0.01988918,0.004036072,0.00616891,0.007582948,0.008868375,0.0143048],"category_scores_gemma":[0.5090412,0.003625947,0.005645855,0.009197391,0.004829341,0.008247955,0.008990976,0.008089723,0.01502881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00864225,"about_ca_system_score_gemma":0.03759131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004868549,"about_ca_topic_score_gemma":0.005036002,"domain_scores_codex":[0.5033019,0.3181743,0.1439468,0.003942329,0.02686401,0.003770545],"domain_scores_gemma":[0.3365676,0.2928194,0.07301204,0.0424469,0.2496712,0.005482914],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005347634,0.000862845,0.00435244,0.02636168,0.000207773,0.00171714,0.02993989,0.002590761,0.007133203,0.02076417,0.6382973,0.267238],"study_design_scores_gemma":[0.001103585,0.0007029183,0.01087844,0.05680329,0.0002133217,0.003291009,0.014848,0.00661002,0.007193824,0.02378378,0.8737934,0.0007784062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008472835,0.003330365,0.4390923,0.07376936,0.005638959,0.4256743,0.01300589,0.005896487,0.02511959],"genre_scores_gemma":[0.009615068,0.002294992,0.7071806,0.00740627,0.0007466477,0.2616494,0.006840852,0.0005023863,0.003763881],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6826774,"threshold_uncertainty_score":0.8418627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3090996960","doi":"10.1136/bmjebm-2020-111499","title":"Quality of early evidence on the pathogenesis, diagnosis, prognosis and treatment of COVID-19","year":2020,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Checklist; MEDLINE; Critical appraisal; Medicine; Rigour; Systematic review; Consolidated Standards of Reporting Trials; Declaration; Family medicine; Publication bias; Clinical study design; Data extraction; Clinical trial; Alternative medicine; Psychology; Meta-analysis; Pathology; Political science","authors":[{"name":"Sarah Yang","is_ca":true},{"name":"Allen Li","is_ca":true},{"name":"Ali Eshaghpour","is_ca":true},{"name":"Sofia Ivanisevic","is_ca":true},{"name":"Adrian Salopek","is_ca":true},{"name":"John W. Eikelboom","is_ca":true},{"name":"Mark Crowther","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5759781474648025,"gpt":0.5831047699438358,"spread":0.007126622479033284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1416281,0.001502049,0.01053131,0.02512679,0.001333806,0.01218789,0.003533733,0.005300542,0.01007211],"category_scores_gemma":[0.4954859,0.002120092,0.01059217,0.01983199,0.002798513,0.007833429,0.004405054,0.003686056,0.001299291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009691318,"about_ca_system_score_gemma":0.0238301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007255792,"about_ca_topic_score_gemma":0.01410426,"domain_scores_codex":[0.8327247,0.05702997,0.07975136,0.005266262,0.02308428,0.002143458],"domain_scores_gemma":[0.3340961,0.507836,0.08725915,0.01314086,0.05482434,0.00284355],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006842592,0.00004243031,0.004677441,0.8922037,0.008430389,0.0001698996,0.0006225306,0.0001337008,0.000266281,0.001033577,0.005765162,0.08597068],"study_design_scores_gemma":[0.0002544708,0.0002140198,0.008807097,0.9299307,0.01904108,0.0002805671,0.0004925877,0.00008695276,0.0002568475,0.001383678,0.03920227,0.00004975661],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001615619,0.9885277,0.0006295204,0.005285565,0.001181479,0.0003868308,0.001304896,0.00001482956,0.001053605],"genre_scores_gemma":[0.05628012,0.9232324,0.005877403,0.007330317,0.001660586,0.002321985,0.002743885,0.00006568297,0.0004876236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8583719,"threshold_uncertainty_score":0.7490101,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4376639745","doi":"10.1136/bmjebm-2022-112215","title":"Catalogue of bias: novelty bias","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":16,"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","funders":"","keywords":"Novelty; Computer science; Psychology; Social psychology","authors":[{"name":"Yan Luo","is_ca":false},{"name":"Carl Heneghan","is_ca":false},{"name":"Nav Persaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3599031462954102,"gpt":0.4300701984081084,"spread":0.07016705211269819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3506263,0.003117319,0.01016776,0.01424757,0.004319295,0.01159127,0.006975581,0.01329649,0.04314856],"category_scores_gemma":[0.7201375,0.00238134,0.008403885,0.01292377,0.009958203,0.01245864,0.01088416,0.009462006,0.008669836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007979576,"about_ca_system_score_gemma":0.01147072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332044,"about_ca_topic_score_gemma":0.00196293,"domain_scores_codex":[0.3587644,0.330472,0.1670418,0.03784878,0.1024212,0.003451917],"domain_scores_gemma":[0.1772877,0.5318375,0.08778159,0.1393344,0.0613277,0.002431128],"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":[0.004108486,0.0002969349,0.02609565,0.1209363,0.01182877,0.002123167,0.01122524,0.001918981,0.001771249,0.2005184,0.1687115,0.4504654],"study_design_scores_gemma":[0.002332451,0.000558004,0.01541569,0.116203,0.006712442,0.006634113,0.002270297,0.008927713,0.004818562,0.3732275,0.4619717,0.0009285909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02049981,0.08399442,0.5389443,0.05959348,0.03756754,0.0934605,0.04358701,0.004227433,0.1181255],"genre_scores_gemma":[0.3479334,0.02470364,0.3414507,0.0699273,0.01371895,0.1653113,0.01197731,0.001836522,0.02314089],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6493737,"threshold_uncertainty_score":0.8007934,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4323542543","doi":"10.1136/bmjebm-2022-112100","title":"Proposed triggers for retiring a living systematic review","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Construct (python library); Computer science; Certainty; Actuarial science; Risk analysis (engineering); Business","authors":[{"name":"M. Hassan Murad","is_ca":false},{"name":"Zhen Wang","is_ca":false},{"name":"Haitao Chu","is_ca":false},{"name":"Lifeng Lin","is_ca":false},{"name":"Ibrahim K El Mikati","is_ca":false},{"name":"Joanne Khabsa","is_ca":false},{"name":"Elie A. Akl","is_ca":true},{"name":"Robby Nieuwlaat","is_ca":true},{"name":"Holger J Schuenemann","is_ca":true},{"name":"Irbaz Bin Riaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8168270424800806,"gpt":0.6492158980082676,"spread":0.167611144471813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4191971,0.001757461,0.003151996,0.01064281,0.005892214,0.01428404,0.007963019,0.02171855,0.02208623],"category_scores_gemma":[0.7526866,0.002112046,0.008795298,0.008895095,0.006620239,0.01629147,0.01392376,0.01580211,0.005962841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01301465,"about_ca_system_score_gemma":0.05495449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323973,"about_ca_topic_score_gemma":0.00958802,"domain_scores_codex":[0.5168786,0.237885,0.125747,0.01759068,0.08685717,0.01504144],"domain_scores_gemma":[0.1548064,0.5500643,0.1042371,0.04604201,0.1235279,0.02132239],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001886064,0.0002710129,0.01933347,0.03612659,0.00220071,0.004647666,0.008782658,0.002654898,0.001579653,0.1867264,0.448231,0.2875599],"study_design_scores_gemma":[0.001361058,0.0008895722,0.0129125,0.04807502,0.00197297,0.003610162,0.005075566,0.006567005,0.002467504,0.2383694,0.6777214,0.0009778643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01043938,0.02123935,0.03929584,0.8763726,0.02016061,0.005403159,0.002103105,0.001678824,0.02330706],"genre_scores_gemma":[0.1716627,0.01683714,0.2489247,0.5127135,0.01709732,0.01600105,0.002798799,0.001166842,0.01279794],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5808029,"threshold_uncertainty_score":0.7162334,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4391035776","doi":"10.1136/bmjebm-2023-112530","title":"Rapid review methods series: Guidance on the use of supportive software","year":2024,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision 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":"University of Ottawa","funders":"","keywords":"Systematic review; Software; Computer science; Automation; Process (computing); Software engineering; Engineering; MEDLINE","authors":[{"name":"Lisa Affengruber","is_ca":false},{"name":"Barbara Nußbaumer-Streit","is_ca":false},{"name":"Candyce Hamel","is_ca":true},{"name":"Miriam Van der Maten","is_ca":false},{"name":"James Thomas","is_ca":false},{"name":"Chris Mavergames","is_ca":false},{"name":"René Spijker","is_ca":false},{"name":"Gerald Gartlehner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9106387882086024,"gpt":0.6251835614097659,"spread":0.2854552267988365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3189653,0.005387687,0.007863686,0.02418896,0.002181345,0.009698868,0.009637056,0.01217346,0.1818797],"category_scores_gemma":[0.6687196,0.0124971,0.01335834,0.02096244,0.004324776,0.01222336,0.01162398,0.01518602,0.1763704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004981896,"about_ca_system_score_gemma":0.04341687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002959925,"about_ca_topic_score_gemma":0.005571904,"domain_scores_codex":[0.6289047,0.2530389,0.08217783,0.004790421,0.02832295,0.002765272],"domain_scores_gemma":[0.2075458,0.6113456,0.04483411,0.036697,0.09366103,0.00591647],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009911391,0.0001669526,0.0003133652,0.04667582,0.0004838051,0.0003718539,0.001591188,0.001081383,0.001041696,0.009974387,0.6872794,0.250029],"study_design_scores_gemma":[0.002537374,0.0002583688,0.001312028,0.04541227,0.0004349971,0.0006759281,0.0003979642,0.002148787,0.00161405,0.02887003,0.9159444,0.0003938208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001262085,0.01773669,0.5710121,0.05407045,0.02686156,0.1768944,0.05144454,0.04920745,0.05151077],"genre_scores_gemma":[0.00171188,0.01003993,0.8086444,0.005681696,0.002998974,0.1413911,0.007214283,0.006648644,0.01566898],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6810347,"threshold_uncertainty_score":0.839837,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4394722187","doi":"10.1136/bmjebm-2023-112767","title":"Trivalent and quadrivalent seasonal influenza vaccine in adults aged 60 and older: a systematic review and network meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"Influenza Virus Research Studies","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":"Public Health Ontario; University of Ottawa; McMaster University; University of Toronto; Public Health Agency of Canada; Ottawa Hospital; Institute for Work & Health; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; Public Health Agency; Health Research Board","keywords":"Medicine; Meta-analysis; Confidence interval; Odds ratio; Influenza vaccine; Placebo; Randomized controlled trial; Systematic review; Internal medicine; MEDLINE; Pediatrics; Vaccination; Immunology; Alternative medicine","authors":[{"name":"Areti Angeliki Veroniki","is_ca":true},{"name":"Sai Surabi Thirugnanasampanthar","is_ca":true},{"name":"Menelaos Konstantinidis","is_ca":true},{"name":"Jasmeen Dourka","is_ca":true},{"name":"Marco Ghassemi","is_ca":true},{"name":"Dipika Neupane","is_ca":true},{"name":"Paul A. Khan","is_ca":true},{"name":"Vera Nincic","is_ca":true},{"name":"Margarita Corry","is_ca":false},{"name":"Reid Robson","is_ca":true},{"name":"Amanda Parker","is_ca":true},{"name":"Charlene Soobiah","is_ca":true},{"name":"Angela Sinilaité","is_ca":true},{"name":"Paméla Doyon-Plourde","is_ca":true},{"name":"Anabel Gil","is_ca":true},{"name":"Winnie Siu","is_ca":true},{"name":"Nasheed Moqueet","is_ca":true},{"name":"Adrienne Stevens","is_ca":true},{"name":"Kelly English","is_ca":true},{"name":"Iván D. Flórez","is_ca":true},{"name":"Juan José Yepes-Núñez","is_ca":false},{"name":"Brian Hutton","is_ca":true},{"name":"Matthew Muller","is_ca":true},{"name":"Lorenzo Moja","is_ca":false},{"name":"Sharon E. Straus","is_ca":true},{"name":"Andrea C. Tricco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3326713281150513,"gpt":0.4941296525993264,"spread":0.1614583244842751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0255292,0.003356794,0.02262606,0.01108783,0.0006863261,0.003778496,0.00240381,0.002702344,0.003657479],"category_scores_gemma":[0.05838593,0.001848814,0.04300221,0.008296113,0.0007129449,0.003035222,0.002041618,0.001794219,0.0003127554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004482768,"about_ca_system_score_gemma":0.005385712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007417398,"about_ca_topic_score_gemma":0.0155942,"domain_scores_codex":[0.9767254,0.0123663,0.006447552,0.001736328,0.002289063,0.0004353083],"domain_scores_gemma":[0.9722052,0.01962065,0.005082016,0.0006888455,0.002117801,0.0002855037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001383582,0.00003180581,0.00258712,0.3988431,0.5856707,0.00008241418,0.00008202479,0.0006601118,0.0001119504,0.0001475758,0.000383847,0.0100159],"study_design_scores_gemma":[0.0007347005,0.0001860081,0.002102961,0.03792342,0.9570494,0.00008246111,0.00004185566,0.0003504707,0.00006802201,0.0002207567,0.001216173,0.00002382522],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004519348,0.992197,0.001027974,0.0002701189,0.0002008736,0.0009352775,0.0005126054,0.00003229071,0.0003044632],"genre_scores_gemma":[0.1680025,0.8157245,0.007061314,0.001125813,0.00034154,0.006304761,0.0009564259,0.00003404855,0.0004490624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0255292,"threshold_uncertainty_score":0.135013,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4392545360","doi":"10.1136/bmjebm-2024-112868","title":"Overly complex methods may impair pragmatic use of core evidence-based medicine principles","year":2024,"lang":"en","type":"editorial","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Core (optical fiber); Psychology; Epistemology; Medicine; Computer science; Philosophy","authors":[{"name":"Rebecca Kuehn","is_ca":false},{"name":"Ying Wang","is_ca":true},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6553516264834451,"gpt":0.6381847810439233,"spread":0.01716684543952185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1178041,0.004926289,0.006992172,0.00907513,0.006032987,0.01642586,0.007926932,0.029899,0.01324978],"category_scores_gemma":[0.4173596,0.003405159,0.006557167,0.004956068,0.007671713,0.008237422,0.004284075,0.03572392,0.008281406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006443063,"about_ca_system_score_gemma":0.01498058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004091731,"about_ca_topic_score_gemma":0.01387441,"domain_scores_codex":[0.8873023,0.03970313,0.02020417,0.003558826,0.04740538,0.001826182],"domain_scores_gemma":[0.5321652,0.3723781,0.01395845,0.008558633,0.06482141,0.008118149],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001426877,0.00002534043,0.00004546324,0.003799274,0.0003384493,0.00007398,0.0001416236,0.00007146502,0.00007480269,0.00170671,0.9757544,0.01782588],"study_design_scores_gemma":[0.001001438,0.00009241033,0.0006588979,0.01320342,0.001182959,0.0002618643,0.0002907345,0.0008706431,0.0003931559,0.0165928,0.9652913,0.000160334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005437132,0.008300344,0.0007000474,0.05369826,0.9353348,0.000143253,0.0001055296,0.00009441902,0.001568924],"genre_scores_gemma":[0.001894298,0.01225079,0.002680482,0.07754212,0.898292,0.0004464542,0.00008027899,0.0001945556,0.006619024],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8821959,"threshold_uncertainty_score":0.6230149,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3101218852","doi":"10.1136/bmjebm-2020-111577","title":"Blinding practices during acute point-of-care ultrasound research: the BLIND-US meta-research study","year":2020,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Blinding; Medicine; Subgroup analysis; Point of care ultrasound; Medical physics; Meta-analysis; Research design; Physical therapy; Clinical trial; Radiology; Ultrasound; Internal medicine; Statistics","authors":[{"name":"Ross Prager","is_ca":true},{"name":"Kay Wu","is_ca":true},{"name":"Roudi Bachar","is_ca":false},{"name":"Rudy R Unni","is_ca":true},{"name":"Joshua Bowdridge","is_ca":true},{"name":"Trevor A. McGrath","is_ca":true},{"name":"Rajiv Thavanathan","is_ca":true},{"name":"Michael Y. Woo","is_ca":true},{"name":"Matthew D. F. McInnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.717634259424709,"gpt":0.5996602644583762,"spread":0.1179739949663329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2887252,0.003808098,0.01433759,0.005978443,0.002406792,0.009802326,0.003612582,0.006029263,0.005235461],"category_scores_gemma":[0.4913675,0.002751881,0.03299529,0.007498499,0.005201508,0.008109644,0.004805532,0.00340511,0.000715706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003587689,"about_ca_system_score_gemma":0.006456157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265563,"about_ca_topic_score_gemma":0.002868507,"domain_scores_codex":[0.5496396,0.3081577,0.09644975,0.02347942,0.01951068,0.002762743],"domain_scores_gemma":[0.3756993,0.4795396,0.08607277,0.04205577,0.01528673,0.00134586],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.02404779,0.0001747434,0.05506813,0.2772024,0.5916769,0.0002340384,0.00147228,0.001584772,0.0007128243,0.003365778,0.002643395,0.04181702],"study_design_scores_gemma":[0.01483985,0.002869376,0.03024489,0.08677756,0.8272449,0.0007674894,0.0006423356,0.002784639,0.00259989,0.01627183,0.01452703,0.0004302498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06414367,0.8474163,0.05578086,0.003341315,0.005381966,0.0147305,0.003854012,0.0006022733,0.004749095],"genre_scores_gemma":[0.8427923,0.07288862,0.04869622,0.005265628,0.002091256,0.02399638,0.002262442,0.0004630744,0.001544061],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7112749,"threshold_uncertainty_score":0.8771285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990740094","doi":"10.1136/bmjebm-2019-111272","title":"Building capacity in evidence-based medicine in low-income and middle-income countries: problems and potential solutions","year":2019,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":13,"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","funders":"National Institute for Health and Care Research","keywords":"Low and middle income countries; Income distribution; Middle income; Development economics; Economics; Demographic economics; Developing country; Economic growth; Mathematics; Inequality","authors":[{"name":"Peter J. Gill","is_ca":true},{"name":"Shabana M Ali","is_ca":false},{"name":"Yasmin Elsobky","is_ca":false},{"name":"Raymond C. Okechukwu","is_ca":false},{"name":"Tatiane Bomfim Ribeiro","is_ca":false},{"name":"Augusto César Soares dos Santos","is_ca":false},{"name":"Daniel Umpierre","is_ca":false},{"name":"Georgia C. Richards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2712587169033339,"gpt":0.4607731902002766,"spread":0.1895144732969427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1324611,0.001472488,0.001881005,0.004342654,0.01907888,0.02786391,0.008348583,0.03380034,0.009313012],"category_scores_gemma":[0.2934605,0.001434938,0.002033033,0.004030109,0.05901767,0.04183073,0.03023518,0.04344713,0.001796406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03202544,"about_ca_system_score_gemma":0.1273495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02063894,"about_ca_topic_score_gemma":0.02670416,"domain_scores_codex":[0.7931548,0.151007,0.0113968,0.008822833,0.0223957,0.01322273],"domain_scores_gemma":[0.408042,0.4936628,0.02037838,0.009427462,0.03886984,0.02961958],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009242182,0.00009983037,0.001670622,0.007396941,0.0001649444,0.00163591,0.06186927,0.0008825678,0.0003481782,0.277007,0.57859,0.0702424],"study_design_scores_gemma":[0.00008949813,0.00008724607,0.001328953,0.02889888,0.00005528373,0.0006791483,0.07075049,0.0008126,0.0003422425,0.2556546,0.6410605,0.0002405949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005170167,0.01010238,0.0005750309,0.9839916,0.0032866,0.0000202149,0.00001484826,0.00001710446,0.001475161],"genre_scores_gemma":[0.1094479,0.03651916,0.006144774,0.825151,0.01992249,0.0004074966,0.0000986569,0.0001416529,0.002166874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8675389,"threshold_uncertainty_score":0.7005299,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"incentives","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4200294250","doi":"10.1136/bmjebm-2021-111817","title":"Users' Guides to the Medical Literature series on social media (part 1): how to interpret healthcare information available on platforms","year":2021,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact; Université de Montréal","funders":"","keywords":"Social media; Health care; Medical information; Data science; Internet privacy; Computer science; Public relations; World Wide Web; Knowledge management; Political science","authors":[{"name":"Ryan S. D’Souza","is_ca":false},{"name":"Lubna Daraz","is_ca":true},{"name":"W. Michael Hooten","is_ca":false},{"name":"Gordon Guyatt","is_ca":true},{"name":"M. Hassan Murad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2094278244877664,"gpt":0.434394690256741,"spread":0.2249668657689746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03029334,0.002015751,0.00247321,0.02795436,0.002461667,0.005758062,0.002323894,0.004463779,0.1758353],"category_scores_gemma":[0.1743573,0.001756021,0.001483523,0.01976752,0.002129665,0.007719893,0.006909042,0.004647937,0.1188504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993176,"about_ca_system_score_gemma":0.01597818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300344,"about_ca_topic_score_gemma":0.03060765,"domain_scores_codex":[0.9823523,0.006631898,0.005681489,0.0005131133,0.004365785,0.0004553212],"domain_scores_gemma":[0.7315167,0.1941806,0.007817599,0.006972915,0.05575445,0.003757651],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009895867,0.00006076021,0.000314083,0.003810988,0.00001296509,0.00007592615,0.003335207,0.00008398762,0.0006955464,0.001590797,0.8659652,0.1239556],"study_design_scores_gemma":[0.00002789296,0.00002455526,0.000501451,0.002078303,0.00001563755,0.00006357554,0.0009904954,0.00009326648,0.0003797449,0.001107519,0.9946809,0.00003659572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.007710845,0.03498726,0.1319807,0.1539074,0.02238933,0.02577298,0.2542466,0.03753555,0.3314694],"genre_scores_gemma":[0.01871004,0.05482719,0.3638184,0.05520426,0.007178114,0.03169107,0.08990043,0.02603259,0.352638],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9697067,"threshold_uncertainty_score":0.5882276,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4322758031","doi":"10.1136/bmjebm-2022-112098","title":"Decision Analysis in SHared decision making for Thromboprophylaxis during Pregnancy (DASH-TOP): a sequential explanatory mixed-methods pilot study","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Sinai Hospital; McMaster University; Impact","funders":"","keywords":"Decision aids; Intervention (counseling); Decision analysis; Medicine; Psychology; Nursing; Alternative medicine","authors":[{"name":"Brittany Humphries","is_ca":true},{"name":"Montserrat León‐García","is_ca":false},{"name":"Shannon M. Bates","is_ca":true},{"name":"Gordon Guyatt","is_ca":true},{"name":"Mark H. Eckman","is_ca":false},{"name":"Rohan D’Souza","is_ca":true},{"name":"Nadine Shehata","is_ca":true},{"name":"Susan M. Jack","is_ca":true},{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"Feng Xie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4146435220118736,"gpt":0.5623066713106735,"spread":0.1476631492987999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04760683,0.001431546,0.001293557,0.001482824,0.001915327,0.00171132,0.001988063,0.00145213,0.00750388],"category_scores_gemma":[0.06381873,0.001148152,0.001662059,0.001344976,0.001704899,0.001924229,0.003128543,0.001858907,0.0005758757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003120881,"about_ca_system_score_gemma":0.007207618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589366,"about_ca_topic_score_gemma":0.002266574,"domain_scores_codex":[0.9568391,0.037208,0.001740997,0.001330385,0.001549308,0.001332185],"domain_scores_gemma":[0.8827217,0.1024095,0.005589871,0.003696011,0.003183227,0.002399624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0548129,0.1126032,0.03997254,0.01165554,0.0008926051,0.001165392,0.1325894,0.008907476,0.003438127,0.00707823,0.0020376,0.6248471],"study_design_scores_gemma":[0.1119179,0.5622155,0.08684803,0.006022925,0.002397778,0.001162012,0.1066652,0.0525505,0.01213493,0.02776992,0.02952949,0.0007857252],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493163,0.0003249466,0.01574191,0.0005232898,0.00008887859,0.03170879,0.0003027665,0.00006478455,0.001928326],"genre_scores_gemma":[0.8423684,0.0004064794,0.08043208,0.0004528128,0.00007529885,0.07516066,0.0001878297,0.00002098165,0.0008954786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04760683,"threshold_uncertainty_score":0.251772,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2942870102","doi":"10.1136/bmjebm-2019-111186","title":"Training curriculum to help patient representatives participate meaningfully in the development of clinical practice guidelines","year":2019,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Guideline; Curriculum; Medical education; Grading (engineering); Likert scale; Medicine; Curriculum development; Face validity; Psychology; Scale (ratio); Readability; Pedagogy; Engineering; Computer science","authors":[{"name":"Lubna Daraz","is_ca":false},{"name":"Starr Webb","is_ca":false},{"name":"Rob Kunkle","is_ca":false},{"name":"M. Hassan Murad","is_ca":false},{"name":"Eddy Lang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.787443666098379,"gpt":0.6554227771389366,"spread":0.1320208889594424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007754942,0.0008886444,0.0006262216,0.001249099,0.001126336,0.001302812,0.001701745,0.001805388,0.01570167],"category_scores_gemma":[0.017752,0.0005529844,0.0008573932,0.000788787,0.0005294666,0.001416897,0.004166033,0.002912383,0.006679439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691185,"about_ca_system_score_gemma":0.009892088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000871215,"about_ca_topic_score_gemma":0.002159307,"domain_scores_codex":[0.9960311,0.00173332,0.0003681969,0.0002904838,0.0008901196,0.0006867195],"domain_scores_gemma":[0.9889135,0.002700467,0.001114775,0.0006815151,0.002144484,0.004445313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003394297,0.02011425,0.008025156,0.001855698,0.00003399757,0.0005955028,0.007370417,0.002215032,0.01127519,0.003167141,0.1405231,0.8044851],"study_design_scores_gemma":[0.001952591,0.01402262,0.1168757,0.004040262,0.0001626706,0.002849957,0.009430522,0.006422998,0.01230721,0.01174953,0.81989,0.0002960064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4541788,0.003491923,0.2481177,0.08225363,0.008625566,0.06539229,0.001829211,0.008590483,0.1275204],"genre_scores_gemma":[0.2728816,0.004322764,0.6172676,0.01620506,0.001945843,0.03924334,0.002192455,0.0003206098,0.04562077],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01570167,"threshold_uncertainty_score":0.05252737,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3121563112","doi":"10.1136/bmjebm-2020-111604","title":"Barriers to reporting guideline adherence in point-of-care ultrasound research: a cross-sectional survey of authors and journal editors","year":2021,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Likert scale; Guideline; Medicine; Family medicine; Cross-sectional study; Alternative medicine; Survey research; MEDLINE; Primary care; Medical education; Medical physics; Psychology; Pathology; Applied psychology","authors":[{"name":"Ross Prager","is_ca":true},{"name":"Luke B.-P. Gagnon","is_ca":true},{"name":"Joshua Bowdridge","is_ca":true},{"name":"Rudy R Unni","is_ca":true},{"name":"Trevor A. McGrath","is_ca":true},{"name":"Kelly D. Cobey","is_ca":true},{"name":"Patrick M. Bossuyt","is_ca":false},{"name":"Matthew D. F. McInnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3706017958214273,"gpt":0.5493210041737503,"spread":0.178719208352323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05423513,0.0002209589,0.0009957104,0.003079646,0.000977018,0.003226451,0.0008050834,0.001593341,0.001817809],"category_scores_gemma":[0.2160148,0.0008291361,0.0008597902,0.003290336,0.00108724,0.003701222,0.00189682,0.001333742,0.0006809488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007834474,"about_ca_system_score_gemma":0.002125543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001476142,"about_ca_topic_score_gemma":0.001725539,"domain_scores_codex":[0.9415052,0.02651613,0.01641894,0.002895514,0.01142228,0.001241968],"domain_scores_gemma":[0.6214913,0.1809518,0.1448537,0.008908425,0.03739521,0.006399573],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150277,0.0001753335,0.9840235,0.0004493149,0.0001369894,0.0001062816,0.007859662,0.00003886296,0.0002356029,0.0000457663,0.001085588,0.005728224],"study_design_scores_gemma":[0.00008288265,0.001104431,0.970853,0.0006875333,0.0001503701,0.001477993,0.02068829,0.0004381186,0.0003720692,0.0001639992,0.003911423,0.00006992764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920583,0.002000788,0.0009331699,0.002323991,0.00006993573,0.000265112,0.000744352,0.00003062539,0.0015737],"genre_scores_gemma":[0.9946465,0.001172449,0.001974999,0.001129464,0.0001000667,0.0003814313,0.00032252,0.00001280643,0.0002596171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9457648,"threshold_uncertainty_score":0.2868262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385863795","doi":"10.1136/bmjebm-2023-112271","title":"Reducing low value care: opportunities and challenges for Choosing Wisely campaigns","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Value (mathematics); Business; Computer science","authors":[{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Wendy Levinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8963123753308139,"gpt":0.6013933185560272,"spread":0.2949190567747867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06466514,0.0007229008,0.001551056,0.002238921,0.01235476,0.02438197,0.00369695,0.01857399,0.02334278],"category_scores_gemma":[0.1643191,0.0008001263,0.00116061,0.00240337,0.01509168,0.01963921,0.01182057,0.02410312,0.002718074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008806071,"about_ca_system_score_gemma":0.04293044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00960146,"about_ca_topic_score_gemma":0.02609258,"domain_scores_codex":[0.9334494,0.04369435,0.001821142,0.001809728,0.01358159,0.00564371],"domain_scores_gemma":[0.7636189,0.1587144,0.009781028,0.003814598,0.02064094,0.04343008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002187691,0.001047638,0.01107115,0.00196075,0.0002422364,0.0004772823,0.02051188,0.0003539096,0.0006173228,0.08684988,0.5176759,0.3589734],"study_design_scores_gemma":[0.0003844486,0.0004570897,0.01438442,0.0133765,0.0002095347,0.000499437,0.09556967,0.001479248,0.0006032493,0.3699721,0.5026993,0.0003650771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003437925,0.004145773,0.0008699743,0.9827477,0.001512605,0.00001864282,0.00001835418,0.00002374206,0.007225224],"genre_scores_gemma":[0.3330055,0.02787894,0.01896133,0.5994463,0.01079918,0.0005690588,0.0001148971,0.0002711623,0.008953538],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06466514,"threshold_uncertainty_score":0.341986,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2935997213","doi":"10.1136/bmjebm-2019-111193","title":"Guidelines do not self-implement: time for a research paradigm shift from massive creation to effective implementation in evidence-based medicine research in China","year":2019,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"European Society of Cardiology","keywords":"Guideline; Context (archaeology); Quality (philosophy); China; Paradigm shift; Engineering ethics; Chen; Clinical Practice; Quality management; Computer science; Psychology; Medical education; Management science; Medicine; Political science; Nursing; Engineering; Epistemology; Operations management","authors":[{"name":"Junqiang Zhao","is_ca":true},{"name":"Melissa Demery Varin","is_ca":true},{"name":"Ian D. Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5299034806332391,"gpt":0.6399346695960708,"spread":0.1100311889628317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1552188,0.0005603841,0.00182872,0.003029675,0.006909598,0.01682886,0.004744232,0.01030015,0.006808066],"category_scores_gemma":[0.1922149,0.0009793446,0.001589044,0.006679174,0.01718309,0.03087758,0.01153111,0.01278051,0.0006767361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02491414,"about_ca_system_score_gemma":0.1202144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03752517,"about_ca_topic_score_gemma":0.04372904,"domain_scores_codex":[0.9056644,0.0569655,0.008218203,0.005630551,0.0158261,0.007695265],"domain_scores_gemma":[0.7226151,0.1737606,0.01942324,0.01789266,0.03332996,0.03297853],"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":[0.000413015,0.0004021173,0.03974278,0.01133751,0.0003977718,0.001576771,0.1093607,0.000773027,0.001411625,0.2322283,0.1134707,0.4888856],"study_design_scores_gemma":[0.0004699935,0.00149883,0.1125668,0.02292945,0.0003926463,0.001422823,0.09206832,0.003138312,0.002387138,0.2384031,0.524087,0.0006357313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03023689,0.03447249,0.003458596,0.9245998,0.003340673,0.0001727442,0.0001395756,0.0000651354,0.003514199],"genre_scores_gemma":[0.6475127,0.03764548,0.02620235,0.2788482,0.004346438,0.001086858,0.0005142812,0.0001730446,0.003670591],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8447812,"threshold_uncertainty_score":0.8208852,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4385063979","doi":"10.1136/bmjebm-2023-112270","title":"High-value care education can learn from the evidence-based medicine movement: moving beyond competencies and curricula to culture","year":2023,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Women in Science and Engineering Newfoundland and Labrador; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Curriculum; Movement (music); Value (mathematics); Medical education; Medicine; Pedagogy; Psychology; Computer science; Art","authors":[{"name":"Christopher Moriates","is_ca":false},{"name":"William K. Silverstein","is_ca":true},{"name":"Renato Gorga Bandeira de Mello","is_ca":false},{"name":"Lorette Stammen","is_ca":false},{"name":"Brian M. Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4685115834507783,"gpt":0.5371929324341386,"spread":0.06868134898336031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03446284,0.0004639564,0.0006413962,0.00215795,0.003570061,0.01552134,0.002051612,0.006350582,0.01088346],"category_scores_gemma":[0.08534455,0.0005628703,0.0008078915,0.001168623,0.008610894,0.01339494,0.01683662,0.01224041,0.002789811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004762415,"about_ca_system_score_gemma":0.04319998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068698,"about_ca_topic_score_gemma":0.01667125,"domain_scores_codex":[0.9845697,0.007464261,0.0006929687,0.0006044458,0.004956311,0.001712295],"domain_scores_gemma":[0.8813487,0.05840333,0.006564293,0.006045834,0.01059655,0.03704141],"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":[0.00007772915,0.001990128,0.02219698,0.002441986,0.0001315153,0.0003471102,0.03160098,0.0006634178,0.001197519,0.1290732,0.113634,0.6966455],"study_design_scores_gemma":[0.0002028523,0.0006653505,0.05180903,0.02086501,0.000130607,0.0007608258,0.05934783,0.001119644,0.002566818,0.4596488,0.4025874,0.0002957855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03780378,0.008912083,0.01538234,0.838532,0.004627374,0.0001947487,0.00008001846,0.0001835295,0.09428412],"genre_scores_gemma":[0.6637573,0.02775396,0.07589371,0.2061996,0.00391881,0.0007399984,0.0002536059,0.0002315099,0.02125158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9655371,"threshold_uncertainty_score":0.1822591,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4408245171","doi":"10.1136/bmjebm-2024-113077","title":"Rating certainty when the target threshold is the null and the point estimate is close to the null","year":2025,"lang":"en","type":"article","venue":"BMJ evidence-based medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Impact","funders":"Einstein Stiftung Berlin; National Natural Science Foundation of China","keywords":"Certainty; Null hypothesis; Null (SQL); Harm; Confidence interval; Point estimation; Point (geometry); Range (aeronautics); Grading (engineering); Econometrics; Mathematics; Statistics; Computer science; Psychology; Social psychology; Data mining; Engineering","authors":[{"name":"Linan Zeng","is_ca":true},{"name":"Monica Hultcrantz","is_ca":false},{"name":"David Tovey","is_ca":false},{"name":"Nancy Santesso","is_ca":true},{"name":"Philipp Dahm","is_ca":false},{"name":"Romina Brignardello‐Petersen","is_ca":true},{"name":"Reem A. Mustafa","is_ca":false},{"name":"M. Hassan Murad","is_ca":false},{"name":"Ariel Izcovich","is_ca":false},{"name":"Hans de Beer","is_ca":false},{"name":"Martín Ragusa","is_ca":false},{"name":"Bradley C. Johnston","is_ca":false},{"name":"Lingli Zhang","is_ca":false},{"name":"Alfonso Iorio","is_ca":true},{"name":"Gordon Guyatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5544545072542626,"gpt":0.533779388139586,"spread":0.02067511911467657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2267393,0.00137505,0.003962743,0.008177809,0.001680295,0.009179367,0.002557825,0.007506573,0.007860707],"category_scores_gemma":[0.7258103,0.001230562,0.00438716,0.004398793,0.004692177,0.01032381,0.007836872,0.009955402,0.002289264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003623351,"about_ca_system_score_gemma":0.003633842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165104,"about_ca_topic_score_gemma":0.002047305,"domain_scores_codex":[0.6835962,0.1847553,0.06761726,0.009912582,0.051911,0.002207627],"domain_scores_gemma":[0.277085,0.5753763,0.04892932,0.03079543,0.06345524,0.004358645],"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":[0.005624315,0.0003396986,0.03868335,0.03934272,0.005685296,0.001135313,0.01560272,0.006934129,0.006433404,0.08204316,0.1011755,0.6970004],"study_design_scores_gemma":[0.003151936,0.003732901,0.04786318,0.06073152,0.008627771,0.006470548,0.0108153,0.03364807,0.01233968,0.5521806,0.2577937,0.002644834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08527002,0.07233574,0.592009,0.1147682,0.01827314,0.006965608,0.004682026,0.002210617,0.1034857],"genre_scores_gemma":[0.6347712,0.01749398,0.3129394,0.01989542,0.004862556,0.004915921,0.001466613,0.0005386097,0.003116299],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7732607,"threshold_uncertainty_score":0.9535681,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"}]}