{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2993,"total_is_capped":false,"direct_labels_cover":42,"predictions_cover":2993,"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":"ff22597aa114","filters":{"topic":"Clinical practice guidelines implementation"}},"results":[{"id":"W2165010366","doi":"10.1136/bmj.39489.470347.ad","title":"GRADE: an emerging consensus on rating quality of evidence and strength of recommendations","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22066,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Quality of evidence; Quality (philosophy); Consensus conference; Computer science; Evidence-based medicine; Rating system; Medicine; Data science; Alternative medicine; Meta-analysis; Pathology; Environmental economics; Economics; Library science","authors":[{"name":"Gordon Guyatt","is_ca":true},{"name":"Andrew D Oxman","is_ca":false},{"name":"Gunn Elisabeth Vist","is_ca":false},{"name":"Regina Kunz","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"Holger J. Schünemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7749532586804619,"gpt":0.6353023045663314,"spread":0.1396509541141305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3614334,0.002887888,0.0129655,0.04214635,0.003783253,0.01955306,0.01311071,0.01231377,0.007034461],"category_scores_gemma":[0.7294806,0.002824786,0.01288251,0.03218696,0.006136172,0.01307447,0.01850446,0.01838512,0.00580824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114186,"about_ca_system_score_gemma":0.03541864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013359,"about_ca_topic_score_gemma":0.01392359,"domain_scores_codex":[0.5147539,0.2088144,0.1863564,0.008488754,0.07791793,0.003668661],"domain_scores_gemma":[0.2153645,0.4852123,0.07807858,0.02290273,0.1891078,0.009334144],"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":[0.0009620643,0.0001646582,0.01571206,0.09972866,0.009683605,0.0002291707,0.004080863,0.0008232536,0.0008884286,0.02328914,0.2948195,0.5496186],"study_design_scores_gemma":[0.002251909,0.0009747141,0.0263135,0.214554,0.0237662,0.002331202,0.005581986,0.002909719,0.002839796,0.1069003,0.6101628,0.001413779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.009452797,0.3865372,0.1848217,0.3087211,0.04168648,0.01160184,0.01262926,0.004645972,0.03990374],"genre_scores_gemma":[0.09756566,0.231389,0.572544,0.05047826,0.0138429,0.01694915,0.009217986,0.002905763,0.005107386],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6385666,"threshold_uncertainty_score":0.7874663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103171760","doi":"10.1016/j.ijsu.2020.10.034","title":"The SCARE 2020 Guideline: Updating Consensus Surgical CAse REport (SCARE) Guidelines","year":2020,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5587,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Guideline; Pathology","authors":[{"name":"Riaz Agha","is_ca":false},{"name":"Thomas Franchi","is_ca":false},{"name":"Catrin Sohrabi","is_ca":false},{"name":"Ginimol Mathew","is_ca":false},{"name":"Ahmed Kerwan","is_ca":false},{"name":"Andrew J. Beamish","is_ca":false},{"name":"Ashraf Noureldin","is_ca":false},{"name":"Ashwini Rao","is_ca":false},{"name":"Baskaran Vasudevan","is_ca":false},{"name":"Ben Challacombe","is_ca":false},{"name":"Benjamin Perakath","is_ca":false},{"name":"Boris Kirshtein","is_ca":false},{"name":"Burcin Ekser","is_ca":false},{"name":"C.S. Pramesh","is_ca":false},{"name":"Daniel M. Laskin","is_ca":false},{"name":"David Machado-Aranda","is_ca":false},{"name":"Diana Miguel","is_ca":false},{"name":"Duilio Pagano","is_ca":false},{"name":"Frederick H. Millham","is_ca":false},{"name":"Gaurav Roy","is_ca":false},{"name":"Hüseyin Kadioğlu","is_ca":false},{"name":"Iain J. Nixon","is_ca":false},{"name":"Indraneil Mukherjee","is_ca":false},{"name":"James McCaul","is_ca":false},{"name":"James Chi‐Yong Ngu","is_ca":false},{"name":"Joerg Albrecht","is_ca":false},{"name":"Juan Gómez Rivas","is_ca":false},{"name":"Kandiah Raveendran","is_ca":false},{"name":"Laura Derbyshire","is_ca":false},{"name":"M Hammad Ather","is_ca":false},{"name":"Mangesh A. Thorat","is_ca":false},{"name":"Michele Valmasoni","is_ca":false},{"name":"Mohammad Bashashati","is_ca":false},{"name":"Mushtaq Chalkoo","is_ca":false},{"name":"Nan Zun Teo","is_ca":false},{"name":"Nicholas Raison","is_ca":false},{"name":"Oliver J. Muensterer","is_ca":false},{"name":"Patrick J. Bradley","is_ca":false},{"name":"Prabudh Goel","is_ca":false},{"name":"Prathamesh Pai","is_ca":false},{"name":"Raafat Yahia Afifi","is_ca":false},{"name":"R. David Rosin","is_ca":false},{"name":"Roberto Coppola","is_ca":false},{"name":"Roberto Klappenbach","is_ca":false},{"name":"Rolf Wynn","is_ca":false},{"name":"Rudy Leon De Wilde","is_ca":false},{"name":"Salvatore Giordano","is_ca":false},{"name":"Samuele Massarut","is_ca":false},{"name":"Shahzad G. Raja","is_ca":false},{"name":"Somprakas Basu","is_ca":false},{"name":"Syed Ather Enam","is_ca":false},{"name":"Todd Manning","is_ca":false},{"name":"Trent Cross","is_ca":false},{"name":"Veena KL Karanth","is_ca":false},{"name":"Veeru Kasivisvanathan","is_ca":false},{"name":"Zubing Mei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3214911646112769,"gpt":0.5109446527220425,"spread":0.1894534881107656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1057996,0.00105658,0.001009656,0.0107023,0.001603516,0.004101649,0.004729092,0.006666345,0.004460572],"category_scores_gemma":[0.2715469,0.0009699446,0.002430329,0.004127667,0.002361677,0.005903172,0.005048795,0.005843852,0.005081693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005656523,"about_ca_system_score_gemma":0.03002281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007854436,"about_ca_topic_score_gemma":0.01055596,"domain_scores_codex":[0.8238986,0.1015685,0.0354723,0.002235656,0.0339843,0.00284055],"domain_scores_gemma":[0.7320063,0.0698075,0.01949224,0.007369232,0.1635752,0.007749649],"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":[0.00006925646,0.0001983912,0.004495465,0.004810559,0.00007644178,0.0005913994,0.002618759,0.001148363,0.0008835611,0.007282706,0.6615461,0.3162791],"study_design_scores_gemma":[0.0001510604,0.0003154275,0.009242217,0.03299908,0.0001221854,0.002637689,0.00301931,0.001423514,0.0009714941,0.009639456,0.9392875,0.000190949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0258471,0.04732213,0.1438299,0.5741993,0.03088706,0.02584031,0.008326693,0.003473059,0.1402745],"genre_scores_gemma":[0.1341891,0.06957281,0.5963187,0.1125951,0.01023258,0.02659506,0.02435697,0.000987069,0.02515268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8942004,"threshold_uncertainty_score":0.5595282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129688566","doi":"10.1503/cmaj.090449","title":"AGREE II: advancing guideline development, reporting and evaluation in health care","year":2010,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3704,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Canadian Partnership Against Cancer; Institute of Population and Public Health; BC Cancer Agency; Ottawa Hospital; McMaster University; Cancer Care Ontario; Canadian Institutes of Health Research","funders":"Canadian Institutes of Health Research","keywords":"Guideline; Computer science; Health care; Quality (philosophy); Clinical Practice; Medicine; Process management; Medical education; Management science; Nursing; Pathology; Business; Political science; Engineering","authors":[{"name":"Melissa Brouwers","is_ca":true},{"name":"Michelle E. Kho","is_ca":true},{"name":"George P. Browman","is_ca":true},{"name":"Jako Burgers","is_ca":false},{"name":"Françoise Cluzeau","is_ca":false},{"name":"Gene Feder","is_ca":false},{"name":"Béatrice Fervers","is_ca":false},{"name":"Ian D. Graham","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":false},{"name":"Steven Hanna","is_ca":true},{"name":"Peter Littlejohns","is_ca":true},{"name":"Julie Makarski","is_ca":true},{"name":"Louise Zitzelsberger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2084259972831943,"gpt":0.5391834985201703,"spread":0.3307575012369761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3226746,0.002764414,0.007286532,0.01745645,0.002936671,0.008389085,0.007255101,0.007288191,0.007084061],"category_scores_gemma":[0.4509214,0.003029895,0.006862198,0.01883932,0.00421916,0.007880829,0.008906866,0.01362573,0.005393751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141022,"about_ca_system_score_gemma":0.1056819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463286,"about_ca_topic_score_gemma":0.04312,"domain_scores_codex":[0.6723653,0.1724378,0.05885984,0.003398952,0.08967004,0.003268046],"domain_scores_gemma":[0.3938033,0.3431015,0.04156353,0.01989668,0.1914201,0.01021482],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001694391,0.0001538488,0.001106278,0.04837056,0.000944185,0.00009549845,0.001586328,0.0003829451,0.0005334473,0.01476576,0.2481362,0.6837555],"study_design_scores_gemma":[0.0006724896,0.0003303895,0.009991321,0.1896079,0.002079923,0.0005175464,0.001089807,0.001172967,0.001145907,0.01677773,0.7763268,0.0002873557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002001095,0.6881582,0.09709282,0.1198661,0.01853805,0.02901932,0.003803905,0.002553677,0.03896694],"genre_scores_gemma":[0.007293552,0.3917114,0.5534065,0.01506433,0.003695778,0.0187434,0.005251312,0.0004740791,0.004359725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6773254,"threshold_uncertainty_score":0.8352628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159418632","doi":"10.1136/bmj.321.7262.694","title":"Framework for design and evaluation of complex interventions to improve health","year":2000,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3540,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Medical Council of Canada","funders":"","keywords":"Psychological intervention; Intervention (counseling); Management science; Process (computing); Computer science; Medicine; Process management; Risk analysis (engineering); Medical education; Nursing; Engineering","authors":[{"name":"Marion Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6870544905442817,"gpt":0.655216197469116,"spread":0.03183829307516572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3278232,0.007210043,0.005691496,0.009470962,0.003670434,0.01359479,0.01307403,0.01337755,0.02756062],"category_scores_gemma":[0.2097732,0.003193818,0.008170576,0.006652528,0.01700054,0.009406412,0.009574106,0.01078047,0.007442843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0215659,"about_ca_system_score_gemma":0.04986133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250239,"about_ca_topic_score_gemma":0.008792879,"domain_scores_codex":[0.5564939,0.3825559,0.02050566,0.01040535,0.02682356,0.003215733],"domain_scores_gemma":[0.6831818,0.2601358,0.01185782,0.01445137,0.02632161,0.00405162],"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":[0.0006515572,0.0002094222,0.0004017661,0.007650592,0.0004305342,0.0001811983,0.001524282,0.01237033,0.0003174127,0.8931744,0.007985537,0.07510291],"study_design_scores_gemma":[0.00238279,0.001420523,0.0005803138,0.01053636,0.0004654868,0.0001726458,0.0005427867,0.02479897,0.000988399,0.7851149,0.1728051,0.0001916675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006713666,0.006426608,0.9291773,0.009796099,0.001126671,0.02759579,0.00104298,0.0008259667,0.02333725],"genre_scores_gemma":[0.009397569,0.001888718,0.9446218,0.001327946,0.0001961321,0.04094569,0.0002863325,0.00006491447,0.00127094],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6721768,"threshold_uncertainty_score":0.8289137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134236426","doi":"10.1136/bmj.39490.551019.be","title":"What is “quality of evidence” and why is it important to clinicians?","year":2008,"lang":"en","type":"review","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3247,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Data science; Quality (philosophy); Medicine","authors":[{"name":"Gordon Guyatt","is_ca":true},{"name":"Andrew D Oxman","is_ca":false},{"name":"Regina Kunz","is_ca":false},{"name":"Gunn Elisabeth Vist","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Holger J. Schünemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8427096280945102,"gpt":0.6895580572895099,"spread":0.1531515708050003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2562353,0.001742289,0.01411983,0.01655884,0.002807526,0.01735274,0.006512313,0.009020398,0.003058942],"category_scores_gemma":[0.6247575,0.002848402,0.007009299,0.01704302,0.01308895,0.02081383,0.005068268,0.01087118,0.001142253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01839162,"about_ca_system_score_gemma":0.02533596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454356,"about_ca_topic_score_gemma":0.02453073,"domain_scores_codex":[0.6587247,0.176519,0.08319644,0.009321876,0.06992271,0.00231517],"domain_scores_gemma":[0.2841355,0.5777934,0.052719,0.01195215,0.06914622,0.004253751],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007272247,0.00009242116,0.008279853,0.2223058,0.01369875,0.0001548434,0.002420516,0.0005576905,0.0005942988,0.02387394,0.05226343,0.6750312],"study_design_scores_gemma":[0.0008449383,0.0004010237,0.01863871,0.6664991,0.01614129,0.001088005,0.003247098,0.001582941,0.001095321,0.09118938,0.1988007,0.0004714385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009975483,0.9097074,0.003999869,0.07790565,0.00456616,0.0003063152,0.0002484546,0.00004230596,0.002226275],"genre_scores_gemma":[0.05109699,0.8741381,0.02726062,0.03948991,0.006094438,0.0009752537,0.0003592829,0.0001354218,0.0004499606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7437646,"threshold_uncertainty_score":0.9171942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964172790","doi":"10.1097/prs.0b013e318219c171","title":"The Levels of Evidence and Their Role in Evidence-Based Medicine","year":2011,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Evidence-based medicine; Real world evidence; MEDLINE; Family medicine; Alternative medicine; Internal medicine; Pathology; Law","authors":[{"name":"Patricia B. Burns","is_ca":false},{"name":"Rod J. Rohrich","is_ca":false},{"name":"Kevin C. Chung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5386273095085914,"gpt":0.4337954714750839,"spread":0.1048318380335075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3128697,0.003586491,0.01528308,0.04007241,0.007346504,0.0486039,0.01479959,0.0282662,0.01916022],"category_scores_gemma":[0.6308886,0.0038991,0.006224238,0.03433585,0.04542078,0.03482098,0.02077464,0.0467757,0.006260403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03380213,"about_ca_system_score_gemma":0.04373988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005840201,"about_ca_topic_score_gemma":0.005346128,"domain_scores_codex":[0.4794257,0.3198157,0.08310934,0.01316573,0.09988029,0.004603252],"domain_scores_gemma":[0.1782594,0.7184611,0.0327207,0.01198881,0.05098112,0.007588851],"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":[0.0004241644,0.0001391064,0.001489619,0.04374288,0.001411508,0.0003393242,0.003346646,0.001400438,0.0001786294,0.5217387,0.1268977,0.2988912],"study_design_scores_gemma":[0.0002197527,0.0002351774,0.001624171,0.1543913,0.0007177982,0.0007801846,0.001894592,0.001087922,0.0002383383,0.4416845,0.3968177,0.000308415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0006598994,0.7211922,0.02533427,0.1826286,0.03202491,0.001419807,0.0007446066,0.0002717925,0.03572389],"genre_scores_gemma":[0.0652176,0.6337436,0.162581,0.0837764,0.04086364,0.007423386,0.0010171,0.0005280485,0.004849243],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6871303,"threshold_uncertainty_score":0.847354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2614694672","doi":"10.1016/j.jclinepi.2017.04.026","title":"CARE guidelines for case reports: explanation and elaboration document","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2086,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Cancer Research UK","keywords":"Elaboration; Medicine; Psychology; Philosophy; Humanities","authors":[{"name":"D. Riley","is_ca":false},{"name":"Melissa S. Barber","is_ca":false},{"name":"Gunver S. Kienle","is_ca":false},{"name":"Jeffrey K Aronson","is_ca":false},{"name":"Tido von Schoen-Angerer","is_ca":false},{"name":"Peter Tugwell","is_ca":true},{"name":"Helmut Kiene","is_ca":false},{"name":"Mark Helfand","is_ca":false},{"name":"Douglas G. Altman","is_ca":false},{"name":"Harold C. Sox","is_ca":false},{"name":"Paul G. Werthmann","is_ca":false},{"name":"David Moher","is_ca":true},{"name":"Richard A. Rison","is_ca":false},{"name":"Larissa Shamseer","is_ca":true},{"name":"Gordon H. Sun","is_ca":false},{"name":"Patrick Hanaway","is_ca":false},{"name":"Nancy L. Sudak","is_ca":false},{"name":"Marietta Kaszkin-Bettag","is_ca":false},{"name":"Joel Gagnier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7642319293024351,"gpt":0.704256605380289,"spread":0.05997532392214611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04793281,0.001343878,0.001803267,0.009511495,0.002585039,0.004182127,0.003434957,0.01872578,0.02250276],"category_scores_gemma":[0.2216183,0.002218487,0.00336227,0.003926518,0.001978512,0.003731516,0.003458952,0.01144071,0.01427762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006895516,"about_ca_system_score_gemma":0.03429168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432734,"about_ca_topic_score_gemma":0.0210375,"domain_scores_codex":[0.9395876,0.02251193,0.02472792,0.0009724006,0.01009478,0.002105363],"domain_scores_gemma":[0.6953979,0.147274,0.02606208,0.009895706,0.1164946,0.004875747],"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":[0.00008063794,0.0003060474,0.001546401,0.002018011,0.00003256961,0.000797614,0.001387597,0.0004967249,0.0006695198,0.007161722,0.9202401,0.06526309],"study_design_scores_gemma":[0.0003626791,0.0001532666,0.007441732,0.01368606,0.000149856,0.001610348,0.001279281,0.001193592,0.001404104,0.008653513,0.9638634,0.000202096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004822206,0.01454403,0.05713011,0.7955275,0.02098731,0.02125037,0.01541279,0.002373507,0.0679522],"genre_scores_gemma":[0.02999617,0.03523616,0.5242915,0.2382442,0.03155249,0.04632047,0.0268399,0.001135446,0.06638371],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9520672,"threshold_uncertainty_score":0.253496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010149513","doi":"10.1016/j.jclinepi.2010.09.012","title":"GRADE guidelines: 2. Framing the question and deciding on important outcomes","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1918,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Outcome (game theory); Framing (construction); Guideline; Population; Medicine; Evidence-based medicine; Psychology; Actuarial science; Alternative medicine; Economics; Pathology","authors":[{"name":"Gordon Guyatt","is_ca":true},{"name":"Andrew D Oxman","is_ca":false},{"name":"Regina Kunz","is_ca":false},{"name":"David Atkins","is_ca":false},{"name":"Jan Brożek","is_ca":true},{"name":"Gunn Elisabeth Vist","is_ca":false},{"name":"Philip Alderson","is_ca":false},{"name":"Paul Glasziou","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6328557886014028,"gpt":0.6686296993919846,"spread":0.03577391079058179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08722069,0.001896654,0.002454138,0.007802891,0.003047232,0.009891818,0.005709834,0.02193661,0.008540514],"category_scores_gemma":[0.3381279,0.001974123,0.003645332,0.004382593,0.004299472,0.007505503,0.007234058,0.01303421,0.008139036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005369733,"about_ca_system_score_gemma":0.02865122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02217569,"about_ca_topic_score_gemma":0.04259481,"domain_scores_codex":[0.8456526,0.079106,0.04088061,0.002843766,0.02721236,0.004304594],"domain_scores_gemma":[0.6880257,0.1034284,0.02660745,0.008724432,0.1628426,0.0103714],"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":[0.0001760961,0.0002108385,0.00815266,0.004800396,0.0003163186,0.0002505216,0.002190921,0.0006444019,0.0004312897,0.03292305,0.7730919,0.1768116],"study_design_scores_gemma":[0.0007128592,0.0002864376,0.012107,0.02963857,0.001457003,0.001005425,0.003164229,0.001884082,0.001663634,0.1048449,0.8428595,0.000376262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.00321728,0.007619363,0.04431739,0.8993362,0.01312946,0.00318864,0.00420509,0.000663579,0.02432295],"genre_scores_gemma":[0.05937918,0.01512824,0.5833808,0.2871973,0.01524765,0.01129039,0.009691836,0.0007941611,0.01789049],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9127793,"threshold_uncertainty_score":0.4612726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093770528","doi":"10.1136/bmj.39493.646875.ae","title":"Going from evidence to recommendations","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1791,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","authors":[{"name":"Gordon Guyatt","is_ca":true},{"name":"Andrew D Oxman","is_ca":false},{"name":"Regina Kunz","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Gunn Elisabeth Vist","is_ca":false},{"name":"Alessandro Liberati","is_ca":false},{"name":"Holger J. Schünemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6220113462819504,"gpt":0.5896344519714872,"spread":0.0323768943104632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1753264,0.003515632,0.01259654,0.02577,0.004802999,0.03550533,0.01335775,0.03775216,0.03351101],"category_scores_gemma":[0.6760863,0.005707679,0.0109178,0.01344944,0.01406968,0.05040124,0.01626868,0.04290003,0.01564364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02183655,"about_ca_system_score_gemma":0.04340754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197253,"about_ca_topic_score_gemma":0.01264095,"domain_scores_codex":[0.6481401,0.1627148,0.08999594,0.01048169,0.08364084,0.005026659],"domain_scores_gemma":[0.3365968,0.4867576,0.04351204,0.01872127,0.1013943,0.01301794],"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":[0.0004124944,0.0002268014,0.001493666,0.148467,0.004351579,0.0007611592,0.003820788,0.0009557651,0.0004607374,0.06592819,0.5166784,0.2564434],"study_design_scores_gemma":[0.0005755005,0.0002197633,0.001448551,0.4660131,0.002351102,0.0004041022,0.003602173,0.0008777436,0.0004571823,0.1949428,0.3287833,0.000324728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0006527837,0.1862737,0.00906179,0.7428097,0.04934009,0.001513371,0.001199963,0.0003457389,0.008803022],"genre_scores_gemma":[0.03222888,0.3556103,0.1120068,0.452217,0.03331242,0.005178469,0.002372969,0.0006982668,0.006374892],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8246737,"threshold_uncertainty_score":0.9272255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096074908","doi":"10.1016/j.jclinepi.2012.03.013","title":"GRADE guidelines: 14. Going from evidence to recommendations: the significance and presentation of recommendations","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1406,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); Guideline; Presentation (obstetrics); Intervention (counseling); Medicine; Medical education; Psychology; Computer science; Nursing; Engineering; Surgery; Pathology","authors":[{"name":"Jeff Andrews","is_ca":false},{"name":"Gordon Guyatt","is_ca":true},{"name":"Andrew D Oxman","is_ca":false},{"name":"Phil Alderson","is_ca":false},{"name":"Philipp Dahm","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Mona Nasser","is_ca":false},{"name":"Joerg J Meerpohl","is_ca":false},{"name":"Piet N. Post","is_ca":false},{"name":"Regina Kunz","is_ca":false},{"name":"Jan Brożek","is_ca":true},{"name":"Gunn Elisabeth Vist","is_ca":false},{"name":"David M. Rind","is_ca":false},{"name":"Elie A. Akl","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7721252335838884,"gpt":0.6612626555094365,"spread":0.1108625780744519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09458982,0.003542081,0.01024438,0.01459736,0.004199338,0.01724115,0.0145028,0.02884123,0.01549709],"category_scores_gemma":[0.5074616,0.006031741,0.01793998,0.01351778,0.004139871,0.008194403,0.01030074,0.01910371,0.01299485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01614538,"about_ca_system_score_gemma":0.0607812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04245993,"about_ca_topic_score_gemma":0.05205088,"domain_scores_codex":[0.754564,0.08667917,0.1101135,0.004679572,0.03912227,0.004841493],"domain_scores_gemma":[0.4631152,0.1576297,0.09802758,0.01048249,0.2583967,0.0123483],"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":[0.0005172957,0.0001827993,0.004769695,0.1002453,0.004091572,0.0002035931,0.001401234,0.0007142609,0.000418036,0.007104914,0.7591181,0.1212332],"study_design_scores_gemma":[0.002951012,0.000237969,0.008231251,0.4548335,0.0133199,0.0003966072,0.001393226,0.001134477,0.0008899882,0.02493897,0.4912183,0.0004548575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002366001,0.1498409,0.02337323,0.64479,0.05780793,0.03431413,0.04773122,0.00171408,0.03806259],"genre_scores_gemma":[0.03501838,0.1781622,0.4261231,0.2069921,0.01985441,0.063595,0.04657073,0.001885503,0.02179856],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9054102,"threshold_uncertainty_score":0.5002447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2628053793","doi":"","title":"J Soc Gynecol Investig","year":2005,"lang":"en","type":"book-chapter","venue":"Unknown Publisher eBooks","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1239,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Computer science","authors":[{"name":"Josie McConnell","is_ca":false},{"name":"P Shelley","is_ca":false},{"name":"S Heales","is_ca":false},{"name":"C John","is_ca":false},{"name":"R Jensen","is_ca":false},{"name":"I Khan","is_ca":false},{"name":"Paul Taylor","is_ca":true},{"name":"Lucilla Poston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1730987673344513,"gpt":0.3943560550032683,"spread":0.221257287668817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001332406,0.0005535315,0.0005425323,0.001872443,0.001447403,0.002469218,0.0007141522,0.001587634,0.1831314],"category_scores_gemma":[0.007329409,0.000519563,0.0005432206,0.0008204412,0.0009133479,0.001426549,0.00174934,0.003680157,0.06928766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041262,"about_ca_system_score_gemma":0.002386781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834645,"about_ca_topic_score_gemma":0.007906327,"domain_scores_codex":[0.9991899,0.0002117491,0.00004682001,0.00008541039,0.0003418704,0.0001242573],"domain_scores_gemma":[0.9976259,0.0006895365,0.0001432529,0.0003466814,0.0007700049,0.0004245572],"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":[0.00002510188,0.000042321,0.0009648968,0.0001443368,0.000009000939,0.0008176916,0.000167334,0.00002104108,0.0002009912,0.004722319,0.8262112,0.1666737],"study_design_scores_gemma":[0.00001004147,0.00002323495,0.00197353,0.0005780849,0.00001202612,0.003645823,0.0003775165,0.00004605226,0.0001409055,0.001895844,0.9912895,0.000007355555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002058872,0.0216166,0.001295407,0.03447991,0.01291696,0.0001339854,0.0004960154,0.0005110896,0.9264912],"genre_scores_gemma":[0.01886392,0.02209494,0.003711533,0.02848314,0.005685009,0.0001808116,0.0007254534,0.0003304419,0.9199249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8168685,"threshold_uncertainty_score":0.6126356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110383815","doi":"10.1186/1752-1947-7-223","title":"The CARE guidelines: consensus-based clinical case reporting guideline development","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Case Reports","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1237,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa; University of Michigan","keywords":"Medicine; Guideline; Checklist; Timeline; Medical education; Psychological intervention; Transparency (behavior); MEDLINE; Systematic review; Informed consent; Health care; Best practice; Family medicine; Nursing; Alternative medicine; Psychology; Pathology","authors":[{"name":"Joel Gagnier","is_ca":false},{"name":"Gunver S. Kienle","is_ca":false},{"name":"Douglas G. Altman","is_ca":false},{"name":"David Moher","is_ca":true},{"name":"Harold C. Sox","is_ca":false},{"name":"D. Riley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3609737259237565,"gpt":0.571135145687035,"spread":0.2101614197632785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2938841,0.003586578,0.004503056,0.01920513,0.005408628,0.01048347,0.01698039,0.01294136,0.004953647],"category_scores_gemma":[0.5424312,0.003717953,0.006098276,0.0129192,0.005563822,0.009768024,0.01281821,0.01486529,0.006102486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493478,"about_ca_system_score_gemma":0.09626742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009695507,"about_ca_topic_score_gemma":0.01393287,"domain_scores_codex":[0.4262677,0.3681501,0.1481022,0.006540809,0.04735745,0.003581805],"domain_scores_gemma":[0.3436179,0.2279167,0.08236029,0.03558747,0.2981758,0.01234183],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001661716,0.0008972845,0.003620042,0.03435054,0.0005484828,0.001560272,0.01238449,0.002727531,0.001663013,0.01997154,0.4417895,0.480321],"study_design_scores_gemma":[0.001481577,0.0007201006,0.008073402,0.1689887,0.0009729622,0.004386978,0.009983258,0.008317086,0.003543567,0.03859232,0.7542249,0.0007151454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006772893,0.02529881,0.4473366,0.23728,0.01131354,0.2219481,0.004192826,0.004210391,0.04164676],"genre_scores_gemma":[0.01038999,0.007687256,0.9088061,0.00641362,0.0006659935,0.06175052,0.002481529,0.0002595092,0.001545562],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.706116,"threshold_uncertainty_score":0.8707666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161810494","doi":"10.1186/1472-6963-4-38","title":"Systems for grading the quality of evidence and the strength of recommendations I: Critical appraisal of existing approaches The GRADE Working Group","year":2004,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1231,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); Critical appraisal; Medicine; Harm; Health informatics; Evidence-based medicine; Psychology; Nursing; Public health; Social psychology; Alternative medicine; Pathology; Engineering","authors":[{"name":"David C. Atkins","is_ca":false},{"name":"Martin Eccles","is_ca":false},{"name":"Signe Flottorp","is_ca":false},{"name":"Gordon Guyatt","is_ca":true},{"name":"David Henry","is_ca":false},{"name":"Suzanne Hill","is_ca":false},{"name":"Alessandro Liberati","is_ca":false},{"name":"Dianne L. O’Connell","is_ca":false},{"name":"Andrew D Oxman","is_ca":false},{"name":"Bob Phillips","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true},{"name":"Tessa Tan-Torres Edejer","is_ca":false},{"name":"Gunn Elisabeth Vist","is_ca":false},{"name":"John W Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8788044023677367,"gpt":0.6860362155139084,"spread":0.1927681868538283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5726972,0.007262032,0.01454707,0.09914191,0.00707408,0.02695017,0.01841667,0.01187703,0.008236323],"category_scores_gemma":[0.8011267,0.007238734,0.01996657,0.04724486,0.01756042,0.01753024,0.02070087,0.01787723,0.004289554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03122417,"about_ca_system_score_gemma":0.07103541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009515594,"about_ca_topic_score_gemma":0.007012118,"domain_scores_codex":[0.2572833,0.3893174,0.2607892,0.01120324,0.07828976,0.003117168],"domain_scores_gemma":[0.1146733,0.5337983,0.1251922,0.0321767,0.1893115,0.004848036],"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":[0.001391729,0.0002497476,0.007521046,0.3049911,0.01151165,0.0002899907,0.008110176,0.002274174,0.001233517,0.02912001,0.1278962,0.5054107],"study_design_scores_gemma":[0.002390878,0.001357542,0.01185698,0.5869451,0.01536055,0.001090902,0.006174847,0.008054163,0.003432486,0.1137557,0.2477821,0.001798661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006196066,0.3934135,0.3280766,0.08208705,0.02300356,0.1320823,0.008644359,0.004597903,0.02189872],"genre_scores_gemma":[0.0275435,0.09148736,0.789152,0.00417825,0.002289349,0.0809281,0.002926176,0.0004786434,0.001016646],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4273028,"threshold_uncertainty_score":0.5269405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079065919","doi":"10.1378/chest.129.1.174","title":"Grading Strength of Recommendations and Quality of Evidence in Clinical Guidelines","year":2006,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1226,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); Medicine; Guideline; Quality of evidence; Evidence-based medicine; Risk analysis (engineering); Medical physics; Surgery; Randomized controlled trial; Alternative medicine; Pathology","authors":[{"name":"Gordon Guyatt","is_ca":true},{"name":"David D. Gutterman","is_ca":false},{"name":"Michael H. Baumann","is_ca":false},{"name":"Doreen Addrizzo‐Harris","is_ca":false},{"name":"Elaine M. Hylek","is_ca":false},{"name":"Barbara Phillips","is_ca":false},{"name":"Gary E. Raskob","is_ca":false},{"name":"Sandra Zelman Lewis","is_ca":false},{"name":"Holger J. Schünemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9188735401217653,"gpt":0.70842565918576,"spread":0.2104478809360053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1203871,0.003047765,0.01418641,0.03274928,0.001795306,0.007165011,0.00635536,0.005212908,0.003952617],"category_scores_gemma":[0.4405143,0.003558542,0.01702927,0.01932565,0.002601068,0.006974874,0.004725769,0.005952784,0.0005240796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009499809,"about_ca_system_score_gemma":0.01996881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415601,"about_ca_topic_score_gemma":0.03144723,"domain_scores_codex":[0.8264824,0.05788215,0.07464115,0.004212338,0.03544523,0.001336785],"domain_scores_gemma":[0.5894023,0.2958749,0.06151152,0.006048921,0.04433051,0.002831961],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007707332,0.0001049978,0.007873161,0.637572,0.04606617,0.0001999639,0.001141445,0.0006659925,0.0004640865,0.002192973,0.01518924,0.2877592],"study_design_scores_gemma":[0.002016208,0.0004807693,0.01894367,0.7514979,0.1480079,0.001014127,0.0008045642,0.00164295,0.0008498129,0.00763006,0.06669987,0.0004121602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003060179,0.973995,0.005541064,0.006379561,0.003106871,0.004130331,0.001442166,0.0001056284,0.002239168],"genre_scores_gemma":[0.06664606,0.8301506,0.09209497,0.003561877,0.001449362,0.003618647,0.001644361,0.00007292112,0.0007612678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8796129,"threshold_uncertainty_score":0.6366756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527670279","doi":"10.1016/j.diabres.2012.10.001","title":"Global Guideline for Type 2 Diabetes","year":2014,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1068,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University; Sanofi; Eli Lilly and Company","keywords":"Medicine; Guideline; Type 2 diabetes; Diabetes mellitus; Internal medicine; Endocrinology; Pathology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.4295889565832371,"gpt":0.6393252934466062,"spread":0.209736336863369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01311794,0.002816225,0.00379871,0.006698173,0.00142422,0.004309203,0.006244436,0.0126759,0.01292311],"category_scores_gemma":[0.03178269,0.001503481,0.005761429,0.006970869,0.001646953,0.002663327,0.004347089,0.024585,0.01089412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007088208,"about_ca_system_score_gemma":0.02752924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03402184,"about_ca_topic_score_gemma":0.06136702,"domain_scores_codex":[0.984183,0.004812749,0.004032974,0.0005244811,0.005180696,0.001266142],"domain_scores_gemma":[0.9540977,0.01047832,0.005380859,0.0008578775,0.02374696,0.005438192],"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":[0.0000513374,0.0002089503,0.001133274,0.001163602,0.00008494843,0.0001466071,0.0001107985,0.0002365492,0.00009286388,0.001838354,0.9468817,0.04805101],"study_design_scores_gemma":[0.0005973557,0.0002301397,0.01772539,0.01965637,0.000548639,0.001256157,0.0003883819,0.0005967054,0.0002590019,0.005739574,0.9529023,0.0001000982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003711312,0.09282687,0.01541648,0.6277152,0.08616156,0.004060443,0.03257462,0.001775423,0.1357581],"genre_scores_gemma":[0.0215974,0.1266007,0.1522171,0.4252276,0.02494124,0.01596173,0.1256693,0.001009599,0.1067752],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03402184,"threshold_uncertainty_score":0.0693751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968350578","doi":"10.1111/j.1398-9995.2009.01973.x","title":"Grading quality of evidence and strength of recommendations in clinical practice guidelines","year":2009,"lang":"en","type":"review","venue":"Allergy","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":890,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); Quality of evidence; Guideline; Medicine; Evidence-based medicine; Psychological intervention; Evidence-based practice; Quality (philosophy); Health care; Consistency (knowledge bases); Computer science; Alternative medicine; Nursing; Randomized controlled trial; Artificial intelligence; Pathology; Engineering","authors":[{"name":"Jan Brożek","is_ca":false},{"name":"Elie A. Akl","is_ca":false},{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"David M. Lang","is_ca":false},{"name":"Roman Jaeschke","is_ca":true},{"name":"John W Williams","is_ca":false},{"name":"Bob Phillips","is_ca":false},{"name":"M. Lelgemann","is_ca":false},{"name":"Anne Lethaby","is_ca":false},{"name":"Jean Bousquet","is_ca":false},{"name":"Gordon Guyatt","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8499087569549518,"gpt":0.7072205264316511,"spread":0.1426882305233007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2154478,0.003400842,0.01465858,0.05528888,0.002155358,0.00944069,0.009786634,0.006841276,0.01771069],"category_scores_gemma":[0.5766768,0.002827937,0.01786047,0.03437906,0.003611657,0.006629676,0.006934871,0.01059534,0.004521256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01239105,"about_ca_system_score_gemma":0.03007136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998578,"about_ca_topic_score_gemma":0.01253056,"domain_scores_codex":[0.6142178,0.1591002,0.1598186,0.006801046,0.05821256,0.001849786],"domain_scores_gemma":[0.4213709,0.3671936,0.09660441,0.01428043,0.09685877,0.003691978],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005880686,0.0001431888,0.003374431,0.5117585,0.01770463,0.0002806039,0.001551747,0.001444535,0.0005949824,0.01096667,0.1087472,0.3428454],"study_design_scores_gemma":[0.002264379,0.0005531864,0.01131183,0.5796834,0.03780454,0.0009539609,0.001104665,0.005242399,0.001645791,0.05009567,0.308576,0.0007642765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004933857,0.6181821,0.1386691,0.03223007,0.0224236,0.1169077,0.03892502,0.002622867,0.02510567],"genre_scores_gemma":[0.03549809,0.2477262,0.5950132,0.004723561,0.003239578,0.0940261,0.01661365,0.0005801992,0.00257941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7845522,"threshold_uncertainty_score":0.9674926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140303347","doi":"10.1017/s0266462305290190","title":"Effectiveness and efficiency of guideline dissemination and implementation strategies","year":2005,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":867,"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; Resource (disambiguation); Dissemination; Management science; Computer science; Risk analysis (engineering); Business; Medicine; Engineering","authors":[{"name":"Jeremy Grimshaw","is_ca":false},{"name":"Ruth Thomas","is_ca":false},{"name":"Graeme MacLennan","is_ca":false},{"name":"Cynthia Fraser","is_ca":false},{"name":"Craig Ramsay","is_ca":false},{"name":"Luke Vale","is_ca":false},{"name":"Paula Whitty","is_ca":false},{"name":"M P Eccles","is_ca":false},{"name":"Lloyd Matowe","is_ca":false},{"name":"Liz Shirran","is_ca":false},{"name":"Michel Wensing","is_ca":false},{"name":"Rob Dijkstra","is_ca":false},{"name":"Cam Donaldson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0379737750279093,"gpt":0.5576027881100086,"spread":0.5196290130820993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.206589,0.001959741,0.004881163,0.01058907,0.0009742452,0.006503955,0.002328806,0.004148609,0.002940122],"category_scores_gemma":[0.4907739,0.001272879,0.007260623,0.01219209,0.001628076,0.008510478,0.003606337,0.002941277,0.0003424966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007460477,"about_ca_system_score_gemma":0.01339484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004630131,"about_ca_topic_score_gemma":0.006552329,"domain_scores_codex":[0.6028504,0.303002,0.04284927,0.007015223,0.04056492,0.00371826],"domain_scores_gemma":[0.4847367,0.4275326,0.05158671,0.01118634,0.0222585,0.002698982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007115259,0.002318215,0.05673647,0.05689553,0.02700983,0.0001858368,0.001843527,0.01060747,0.0005418055,0.003372061,0.003473811,0.8299002],"study_design_scores_gemma":[0.02925693,0.04436497,0.3393774,0.2911045,0.1397376,0.0025669,0.009458117,0.05377012,0.01692045,0.02234804,0.04994308,0.001151912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4666348,0.4424025,0.02737463,0.02041933,0.001355027,0.01409875,0.00374065,0.000452219,0.02352209],"genre_scores_gemma":[0.8691988,0.07101146,0.05018031,0.001753728,0.0003002663,0.005609031,0.001158419,0.00007430106,0.0007137614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206589,"threshold_uncertainty_score":0.978417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4290769249","doi":"10.1136/bmj-2022-070849","title":"Reporting guideline for overviews of reviews of healthcare interventions: development of the PRIOR statement","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":807,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Ottawa Hospital; Institute of Health Economics; University of Ottawa; Queen's University; Public Health Ontario; University of Toronto; St. Michael's Hospital; University of Alberta","funders":"National Eye Institute","keywords":"Delphi method; Checklist; Delphi; Guideline; Medical education; Psychological intervention; Systematic review; Health care; Stakeholder; Psychology; Medicine; Family medicine; MEDLINE; Nursing; Public relations; Political science; Computer science","authors":[{"name":"Michelle Gates","is_ca":true},{"name":"Allison Gates","is_ca":true},{"name":"Dawid Pieper","is_ca":false},{"name":"Ricardo M. Fernandes","is_ca":false},{"name":"Andrea C. Tricco","is_ca":true},{"name":"David Moher","is_ca":true},{"name":"Sue Brennan","is_ca":false},{"name":"Tianjing Li","is_ca":false},{"name":"Michelle Pollock","is_ca":true},{"name":"Carole Lunny","is_ca":true},{"name":"Dino Sepúlveda","is_ca":false},{"name":"Joanne E. McKenzie","is_ca":false},{"name":"Shannon D. Scott","is_ca":true},{"name":"Karen A. Robinson","is_ca":false},{"name":"Katja Matthias","is_ca":false},{"name":"Konstantinos I. Bougioukas","is_ca":false},{"name":"Paolo Fusar‐Poli","is_ca":false},{"name":"Penny Whiting","is_ca":false},{"name":"Stephana J. Moss","is_ca":true},{"name":"Lisa Hartling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6531425836279389,"gpt":0.6285908690670056,"spread":0.0245517145609333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5041916,0.006159947,0.01262018,0.02996289,0.004607302,0.01684552,0.01464424,0.01748058,0.009252308],"category_scores_gemma":[0.6490388,0.01118588,0.02624192,0.02509792,0.006112721,0.01431717,0.01556571,0.02111343,0.01278331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01485451,"about_ca_system_score_gemma":0.0677838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008327426,"about_ca_topic_score_gemma":0.006393902,"domain_scores_codex":[0.2279464,0.356203,0.3468237,0.009355789,0.0554833,0.004187872],"domain_scores_gemma":[0.2268659,0.2794908,0.1392913,0.05726881,0.291644,0.005439059],"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":[0.0008921782,0.0003796094,0.003083291,0.1918194,0.003745231,0.0006898895,0.007179698,0.002643056,0.002500435,0.02457765,0.4566927,0.3057968],"study_design_scores_gemma":[0.002002914,0.0005172596,0.005644764,0.3160322,0.003265662,0.001169379,0.00247122,0.003175195,0.003557386,0.0138053,0.6477674,0.0005913538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00222584,0.04715536,0.4169096,0.08646584,0.02137345,0.3707834,0.03014887,0.005749276,0.01918835],"genre_scores_gemma":[0.004845569,0.01750501,0.6616019,0.01176135,0.00169739,0.2878189,0.01098875,0.0007334765,0.003047645],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4958084,"threshold_uncertainty_score":0.61142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2295529860","doi":"10.1136/bmj.i1152","title":"The AGREE Reporting Checklist: a tool to improve reporting of clinical practice guidelines","year":2016,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":795,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Juravinski Hospital; Juravinski Cancer Centre","funders":"Canadian Institutes of Health Research","keywords":"Checklist; Guideline; Quality (philosophy); Clinical Practice; Computer science; Medicine; Medical education; Medical physics; Data science; Psychology; Family medicine; Pathology","authors":[{"name":"Melissa Brouwers","is_ca":true},{"name":"Kate Kerkvliet","is_ca":true},{"name":"Karen Spithoff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4580361539594242,"gpt":0.621444582922448,"spread":0.1634084289630238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4557354,0.001675838,0.002805083,0.02839264,0.0032581,0.007606315,0.005379108,0.003587035,0.01064834],"category_scores_gemma":[0.7773805,0.002601197,0.004209457,0.0195831,0.002930376,0.009848437,0.01482019,0.007625842,0.007107844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00726196,"about_ca_system_score_gemma":0.04011966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704724,"about_ca_topic_score_gemma":0.01023484,"domain_scores_codex":[0.2662219,0.4229073,0.2203912,0.004400588,0.08314835,0.002930585],"domain_scores_gemma":[0.1209797,0.4261157,0.1064886,0.06667245,0.2731568,0.006586767],"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":[0.0005265503,0.0003368348,0.01331252,0.01743416,0.0007094827,0.0002161705,0.0123536,0.000784426,0.00142109,0.008134414,0.5230927,0.4216781],"study_design_scores_gemma":[0.001720711,0.0009625793,0.04388562,0.03636314,0.000956008,0.001103862,0.01014429,0.004252528,0.005868609,0.02098125,0.872492,0.001269484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02589846,0.01157486,0.5886439,0.08166361,0.01244515,0.1533206,0.04690768,0.02090298,0.05864275],"genre_scores_gemma":[0.04618132,0.005583241,0.7921697,0.008400018,0.002204173,0.122904,0.01525241,0.002381892,0.004923254],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5442646,"threshold_uncertainty_score":0.6711751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205642603","doi":"10.1016/j.ijsu.2020.11.005","title":"The PROCESS 2020 Guideline: Updating Consensus Preferred Reporting Of CasE Series in Surgery (PROCESS) Guidelines","year":2020,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":785,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Guideline; Process (computing); Series (stratigraphy); Medical physics; Computer science; Pathology","authors":[{"name":"Riaz Agha","is_ca":false},{"name":"Catrin Sohrabi","is_ca":false},{"name":"Ginimol Mathew","is_ca":false},{"name":"Thomas Franchi","is_ca":false},{"name":"Ahmed Kerwan","is_ca":false},{"name":"Niamh O’Neill","is_ca":false},{"name":"Andrew J. Beamish","is_ca":false},{"name":"Ashraf Noureldin","is_ca":false},{"name":"Ashwini Rao","is_ca":false},{"name":"Baskaran Vasudevan","is_ca":false},{"name":"Ben Challacombe","is_ca":false},{"name":"Benjamin Perakath","is_ca":false},{"name":"Boris Kirshtein","is_ca":false},{"name":"Burcin Ekser","is_ca":false},{"name":"C.S. Pramesh","is_ca":false},{"name":"Daniel M. Laskin","is_ca":false},{"name":"David Machado-Aranda","is_ca":false},{"name":"Duilio Pagano","is_ca":false},{"name":"Gaurav Roy","is_ca":false},{"name":"Hüseyin Kadioğlu","is_ca":false},{"name":"Iain J. Nixon","is_ca":false},{"name":"Indraneil Mukhejree","is_ca":false},{"name":"James McCaul","is_ca":false},{"name":"James Chi‐Yong Ngu","is_ca":false},{"name":"Joerg Albrecht","is_ca":false},{"name":"Juan Gómez Rivas","is_ca":false},{"name":"Kandiah Raveendran","is_ca":false},{"name":"Laura Derbyshire","is_ca":false},{"name":"M Hammad Ather","is_ca":false},{"name":"Mangesh A. Thorat","is_ca":false},{"name":"Michele Valmasoni","is_ca":false},{"name":"Mohammad Bashashati","is_ca":false},{"name":"Mushtaq Chalkoo","is_ca":false},{"name":"Nan Zun Teo","is_ca":false},{"name":"Nicholas Raison","is_ca":false},{"name":"Oliver J. Muensterer","is_ca":false},{"name":"Patrick J. Bradley","is_ca":false},{"name":"Prabudh Goel","is_ca":false},{"name":"Prathamesh Pai","is_ca":false},{"name":"Raafat Yahia Afifi","is_ca":false},{"name":"R. David Rosin","is_ca":false},{"name":"Roberto Coppola","is_ca":false},{"name":"Roberto Klappenbach","is_ca":false},{"name":"Rolf Wynn","is_ca":false},{"name":"Salim Surani","is_ca":false},{"name":"Salvatore Giordano","is_ca":false},{"name":"Samuele Massarut","is_ca":false},{"name":"Shahzad G. Raja","is_ca":false},{"name":"Somprakas Basu","is_ca":false},{"name":"Syed Ather Enam","is_ca":false},{"name":"Todd Manning","is_ca":false},{"name":"Trent Cross","is_ca":false},{"name":"Veena KL Karanth","is_ca":false},{"name":"Zubing Mei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3762753460732682,"gpt":0.5178774149993158,"spread":0.1416020689260476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2719673,0.002188754,0.003552357,0.01883955,0.003162366,0.01048762,0.00910154,0.008680576,0.005275048],"category_scores_gemma":[0.5113652,0.003366502,0.007846859,0.01241547,0.004423445,0.009818751,0.01090001,0.01408488,0.007607961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01039321,"about_ca_system_score_gemma":0.05566241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009820226,"about_ca_topic_score_gemma":0.01146643,"domain_scores_codex":[0.5183009,0.3137229,0.1016598,0.004956613,0.05703332,0.004326542],"domain_scores_gemma":[0.4472934,0.2062606,0.05391866,0.01986733,0.2634493,0.009210809],"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":[0.0002734615,0.0003853162,0.003343694,0.02005084,0.000555792,0.0006054534,0.005386828,0.002319156,0.0009416519,0.01745105,0.5484707,0.4002161],"study_design_scores_gemma":[0.001066486,0.0006855057,0.01004382,0.1043119,0.0006007148,0.00274716,0.004988378,0.004625287,0.001851548,0.03051447,0.8379704,0.000594298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01060578,0.04754286,0.4974115,0.257159,0.03275399,0.07004642,0.01327296,0.005593712,0.06561375],"genre_scores_gemma":[0.0336,0.04297609,0.8019159,0.02614585,0.00330371,0.06464155,0.01650003,0.001641389,0.00927543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7280327,"threshold_uncertainty_score":0.8977939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082209838","doi":"10.1016/j.ypmed.2010.08.005","title":"AGREE II: Advancing guideline development, reporting, and evaluation in health care","year":2010,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":772,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Partnership Against Cancer; BC Cancer Agency; Ottawa Hospital; Canadian Institutes of Health Research; Cancer Care Ontario; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Guideline; Scale (ratio); Key (lock); Health care; Medical education; Computer science; Pathology","authors":[{"name":"Melissa Brouwers","is_ca":true},{"name":"Michelle E. Kho","is_ca":true},{"name":"George P. Browman","is_ca":true},{"name":"Jako Burgers","is_ca":false},{"name":"Françoise Cluzeau","is_ca":false},{"name":"Gene Feder","is_ca":false},{"name":"Béatrice Fervers","is_ca":false},{"name":"Ian D. Graham","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Steven Hanna","is_ca":true},{"name":"Peter Littlejohns","is_ca":false},{"name":"Julie Makarski","is_ca":true},{"name":"Louise Zitzelsberger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1954267508687208,"gpt":0.5508867027133679,"spread":0.3554599518446471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4935665,0.002281996,0.003833361,0.01212144,0.005030841,0.01679337,0.01060589,0.01800066,0.0105644],"category_scores_gemma":[0.670253,0.002854933,0.0051448,0.01031059,0.005109115,0.01020397,0.02386548,0.02141267,0.005149908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008181531,"about_ca_system_score_gemma":0.1160918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106199,"about_ca_topic_score_gemma":0.02356195,"domain_scores_codex":[0.4629795,0.3428903,0.08155367,0.008017874,0.09598552,0.008573136],"domain_scores_gemma":[0.1785143,0.5127286,0.04008927,0.05977989,0.1808464,0.02804164],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004477257,0.0009588737,0.01726037,0.005584128,0.0006530861,0.0004433988,0.004994644,0.001203876,0.001460167,0.03838695,0.4182016,0.5104052],"study_design_scores_gemma":[0.001928486,0.001595969,0.05682787,0.03625179,0.001856528,0.001108708,0.007001802,0.01032493,0.009372698,0.09557366,0.7774934,0.000664244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0107541,0.009070058,0.2744782,0.6119083,0.01708891,0.01451396,0.005068719,0.00498671,0.052131],"genre_scores_gemma":[0.02382576,0.004354194,0.8874145,0.05500015,0.00537844,0.01304157,0.005304044,0.0009429711,0.004738454],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5064335,"threshold_uncertainty_score":0.6245227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974689215","doi":"10.1001/jama.284.10.1290","title":"Users' Guides to the Medical Literature","year":2000,"lang":"en","type":"article","venue":"JAMA","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":750,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Evidence-based medicine; Systematic review; Intervention (counseling); Hierarchy; Evidence-based practice; Quality (philosophy); Value (mathematics); Medical literature; MEDLINE; Alternative medicine; Nursing; Epistemology; Pathology","authors":[{"name":"Gordon H. Guyatt","is_ca":true},{"name":"Robert Haynes","is_ca":true},{"name":"Roman Z. Jaeschke","is_ca":true},{"name":"Lee A. Green","is_ca":false},{"name":"C. David Naylor","is_ca":true},{"name":"Mark C. Wilson","is_ca":false},{"name":"W. Scott Richardson","is_ca":false},{"name":"for the Evidence-Based Medicine Working Group","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1009755137060767,"gpt":0.4658197685890295,"spread":0.3648442548829528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0227421,0.002348687,0.003425459,0.03621611,0.001807886,0.006460648,0.005485244,0.004776321,0.4426894],"category_scores_gemma":[0.1905388,0.002300879,0.002072436,0.03896396,0.001978739,0.00788141,0.006141199,0.004726429,0.3528534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002292915,"about_ca_system_score_gemma":0.01254529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303499,"about_ca_topic_score_gemma":0.007500117,"domain_scores_codex":[0.9812691,0.006083614,0.007488677,0.0006573051,0.00401971,0.0004816249],"domain_scores_gemma":[0.7672397,0.1699024,0.009263644,0.009048055,0.04162554,0.002920632],"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":[0.00005757171,0.00003673036,0.0001072384,0.004650137,0.0000109461,0.0001045597,0.0003283203,0.000098454,0.0001404717,0.003221106,0.8807856,0.1104589],"study_design_scores_gemma":[0.00006056219,0.00002134662,0.0003038376,0.003682093,0.000009868637,0.0001635783,0.0002994684,0.0001526817,0.00007556433,0.00327214,0.9919303,0.00002837467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001550305,0.03433032,0.07293066,0.05235909,0.01596712,0.02483225,0.2437321,0.03854676,0.5157514],"genre_scores_gemma":[0.005936796,0.0608656,0.3753476,0.03683911,0.006130709,0.04816809,0.1189249,0.01431001,0.3334772],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9772579,"threshold_uncertainty_score":0.7949358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559090026","doi":"10.7326/m16-1565","title":"A Reporting Tool for Practice Guidelines in Health Care: The RIGHT Statement","year":2017,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":669,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China; World Health Organization","keywords":"Checklist; Medicine; Guideline; Health care; Transparency (behavior); Quality assurance; Quality (philosophy); MEDLINE; Medical education; Family medicine; Nursing; Psychology","authors":[{"name":"Yaolong Chen","is_ca":true},{"name":"Kehu Yang","is_ca":true},{"name":"Ana Marušić","is_ca":true},{"name":"Amir Qaseem","is_ca":true},{"name":"Joerg J Meerpohl","is_ca":true},{"name":"Signe Flottorp","is_ca":true},{"name":"Elie A. Akl","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true},{"name":"Edwin Chan","is_ca":true},{"name":"Yngve Falck–Ytter","is_ca":true},{"name":"Faruque Ahmed","is_ca":true},{"name":"Sarah Barber","is_ca":true},{"name":"Chiehfeng Chen","is_ca":true},{"name":"Mingming Zhang","is_ca":true},{"name":"Bin Xu","is_ca":true},{"name":"Jinhui Tian","is_ca":true},{"name":"Fujian Song","is_ca":true},{"name":"Hongcai Shang","is_ca":true},{"name":"Kun Tang","is_ca":true},{"name":"Qi Wang","is_ca":true},{"name":"Susan L. Norris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5000339512923576,"gpt":0.6500903434501418,"spread":0.1500563921577842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5188552,0.002632204,0.005239312,0.0251304,0.004006079,0.01781354,0.005653503,0.01520303,0.01664918],"category_scores_gemma":[0.796492,0.004099731,0.007487254,0.01992553,0.004807443,0.02131356,0.01771753,0.01958121,0.01838612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009488052,"about_ca_system_score_gemma":0.05566396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003946796,"about_ca_topic_score_gemma":0.00368776,"domain_scores_codex":[0.26063,0.4097513,0.2674265,0.004853072,0.05332153,0.00401768],"domain_scores_gemma":[0.1097866,0.4860701,0.09399565,0.06162081,0.2415127,0.007014096],"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":[0.0003382739,0.0005111124,0.003938764,0.01704166,0.0004226273,0.0004702663,0.007348812,0.001032143,0.001041365,0.0301938,0.62125,0.3164112],"study_design_scores_gemma":[0.001116913,0.000350562,0.006630174,0.04222953,0.0004049148,0.001157524,0.003907629,0.003717843,0.002300838,0.03527655,0.9022827,0.0006247578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005331498,0.006339228,0.4701256,0.2903335,0.02373583,0.1164742,0.02520937,0.01541718,0.04703359],"genre_scores_gemma":[0.01474696,0.003798285,0.8651955,0.01974225,0.002223234,0.0781346,0.009724832,0.002020596,0.004413906],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4811448,"threshold_uncertainty_score":0.5933372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092282228","doi":"10.1016/j.jclinepi.2013.08.003","title":"The CARE guidelines: consensus-based clinical case report guideline development","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":661,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Department of Orthopedic Surgery, Baylor College of Medicine","keywords":"Checklist; Guideline; Timeline; Medicine; Psychological intervention; Medical education; MEDLINE; Systematic review; Transparency (behavior); Informed consent; Health care; Family medicine; Alternative medicine; Nursing; Psychology; Computer science; Political science; Pathology","authors":[{"name":"Joel Gagnier","is_ca":false},{"name":"Gunver S. Kienle","is_ca":false},{"name":"Douglas G. Altman","is_ca":false},{"name":"David Moher","is_ca":true},{"name":"Harold C. Sox","is_ca":false},{"name":"D. Riley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7002852489669151,"gpt":0.6670484953116461,"spread":0.03323675365526901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1123053,0.001146895,0.001586364,0.008409303,0.004552179,0.008759947,0.006967166,0.01079678,0.004360351],"category_scores_gemma":[0.3134654,0.001473796,0.002043137,0.004381686,0.002546613,0.008567754,0.009333021,0.01126666,0.002497938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008232492,"about_ca_system_score_gemma":0.04797199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007199273,"about_ca_topic_score_gemma":0.01599664,"domain_scores_codex":[0.834598,0.09867345,0.03525089,0.003698668,0.02466905,0.003110013],"domain_scores_gemma":[0.7470287,0.09248693,0.02198429,0.01436122,0.1120594,0.01207955],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001304903,0.001137367,0.01942909,0.003274817,0.0002077142,0.009304913,0.01051535,0.002310498,0.001296997,0.03179288,0.4096722,0.5109276],"study_design_scores_gemma":[0.0007404049,0.000767659,0.02370489,0.04805652,0.0008194043,0.02021618,0.0231521,0.02502335,0.005049144,0.1085655,0.7431781,0.0007267807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02516731,0.01653083,0.1859987,0.6640754,0.007607804,0.01524857,0.001387565,0.001302462,0.08268133],"genre_scores_gemma":[0.1539946,0.01041855,0.7885001,0.02901715,0.002209679,0.007873668,0.002848252,0.0004179195,0.004720015],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8876947,"threshold_uncertainty_score":0.5939341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2528915441","doi":"10.1016/j.jclinepi.2016.09.009","title":"GRADE Evidence to Decision (EtD) frameworks for adoption, adaptation, and de novo development of trustworthy recommendations: GRADE-ADOLOPMENT","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":654,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; McMaster University","funders":"Ministry of Health – Kingdom of Saudi Arabia; McMaster University","keywords":"Trustworthiness; Adaptation (eye); Evidence-based medicine; MEDLINE; Evidence-based practice; Medicine; Computer science; Knowledge management; Psychology; Political science; Alternative medicine; Internet privacy; Pathology","authors":[{"name":"Holger J. Schünemann","is_ca":true},{"name":"Wojtek Wiercioch","is_ca":true},{"name":"Jan Brożek","is_ca":true},{"name":"Itziar Etxeandia‐Ikobaltzeta","is_ca":true},{"name":"Reem A. Mustafa","is_ca":true},{"name":"Veena Manja","is_ca":false},{"name":"Romina Brignardello‐Petersen","is_ca":true},{"name":"Ignacio Neumann","is_ca":true},{"name":"Maicon Falavigna","is_ca":false},{"name":"Waleed Alhazzani","is_ca":true},{"name":"Nancy Santesso","is_ca":true},{"name":"Yuan Zhang","is_ca":true},{"name":"Joerg J Meerpohl","is_ca":false},{"name":"Rebecca L. Morgan","is_ca":true},{"name":"Bram Rochwerg","is_ca":true},{"name":"Andrea Darzi","is_ca":false},{"name":"María Ximena Rojas","is_ca":false},{"name":"Alonso Carrasco‐Labra","is_ca":true},{"name":"Yaser Adi","is_ca":false},{"name":"Zulfa AlRayees","is_ca":false},{"name":"John J. Riva","is_ca":true},{"name":"Claudia Bollig","is_ca":false},{"name":"Ainsley Moore","is_ca":true},{"name":"Juan José Yepes-Núñez","is_ca":true},{"name":"Carlos A. Cuello‐García","is_ca":true},{"name":"Reem Waziry","is_ca":false},{"name":"Elie A. Akl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7121950992587792,"gpt":0.6287703723840937,"spread":0.0834247268746855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.399958,0.004218852,0.01259517,0.03117104,0.005621622,0.01681237,0.02005078,0.02136925,0.009458517],"category_scores_gemma":[0.7655811,0.006269873,0.02734604,0.01446257,0.005805964,0.01079107,0.01769536,0.01891998,0.004257956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01610388,"about_ca_system_score_gemma":0.06564584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02186553,"about_ca_topic_score_gemma":0.03442888,"domain_scores_codex":[0.4294538,0.2507308,0.2482915,0.01093876,0.0562754,0.004309792],"domain_scores_gemma":[0.1979059,0.5032613,0.06838664,0.04269383,0.1792525,0.0085],"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":[0.001966029,0.0004892013,0.01246703,0.2976641,0.02737544,0.0005773971,0.005463957,0.004634888,0.00102636,0.05007158,0.1703556,0.4279085],"study_design_scores_gemma":[0.005583201,0.0008477732,0.008747066,0.5153368,0.04416394,0.001062713,0.002249883,0.01026559,0.003756858,0.1009467,0.3059274,0.001112143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01173828,0.1931763,0.3048765,0.2841469,0.02790927,0.1011498,0.02345343,0.004597918,0.04895166],"genre_scores_gemma":[0.07161727,0.03818017,0.8126919,0.02386527,0.001953332,0.04183904,0.006807456,0.0005989802,0.002446565],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.600042,"threshold_uncertainty_score":0.7399586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242084494","doi":"10.1016/j.wem.2014.09.008","title":"Canadian Journal Of Surgery","year":2014,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":592,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; General surgery","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1058931283903643,"gpt":0.3567071694686939,"spread":0.2508140410783296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005149419,0.0008827578,0.0005144831,0.003173233,0.003095556,0.002348296,0.0008601676,0.001530927,0.3955676],"category_scores_gemma":[0.002996492,0.0003856455,0.0008685167,0.002043434,0.001137732,0.0005519315,0.001364981,0.002711562,0.09864847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00637747,"about_ca_system_score_gemma":0.01867668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1629247,"about_ca_topic_score_gemma":0.3825863,"domain_scores_codex":[0.999,0.00005320037,0.00005910609,0.00008547881,0.0005557851,0.0002465049],"domain_scores_gemma":[0.9967703,0.0001096924,0.0001164958,0.0001156729,0.001567035,0.001320949],"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":[0.00005489022,0.00005089385,0.00200926,0.0001585976,0.00003511898,0.0007589999,0.00003013067,0.00005217953,0.0001892621,0.00234921,0.8985104,0.09580112],"study_design_scores_gemma":[0.00003611229,0.00002522331,0.00627455,0.0002694253,0.00002338709,0.002825297,0.0001753211,0.00007366332,0.00009888254,0.001209539,0.9889681,0.00002059853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005075246,0.02022515,0.0005009549,0.03456073,0.0274605,0.0001443062,0.002109837,0.0003702913,0.909553],"genre_scores_gemma":[0.04441687,0.02621202,0.001448276,0.01004503,0.01054608,0.0001260954,0.003159619,0.0001978058,0.9038482],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6044323,"threshold_uncertainty_score":0.8621494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162006280","doi":"10.1016/j.jclinepi.2010.07.001","title":"AGREE II: Advancing guideline development, reporting and evaluation in health care","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":560,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Ontario; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Guideline; Quality (philosophy); Medicine; Health care; Clinical Practice; MEDLINE; Family medicine; Nursing; Political science; Pathology","authors":[{"name":"Melissa Brouwers","is_ca":true},{"name":"Michelle E. Kho","is_ca":true},{"name":"George P. Browman","is_ca":true},{"name":"Jako Burgers","is_ca":true},{"name":"Françoise Cluzeau","is_ca":true},{"name":"Gene Feder","is_ca":true},{"name":"Bèatrice Fervers","is_ca":true},{"name":"Ian D. Graham","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Steven Hanna","is_ca":true},{"name":"Peter Littlejohns","is_ca":true},{"name":"Julie Makarski","is_ca":true},{"name":"Louise Zitzelsberger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6305448945421918,"gpt":0.6839559095183986,"spread":0.05341101497620682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4693737,0.002352784,0.003710167,0.01051386,0.004181253,0.01686412,0.009038708,0.01505812,0.009229336],"category_scores_gemma":[0.6328099,0.003147234,0.004723951,0.008494697,0.004502868,0.01004908,0.02186785,0.0188267,0.004877158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006118218,"about_ca_system_score_gemma":0.08228197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007290961,"about_ca_topic_score_gemma":0.01757613,"domain_scores_codex":[0.5158935,0.3162335,0.06984019,0.008269548,0.08275238,0.007010907],"domain_scores_gemma":[0.2134055,0.5168321,0.04100455,0.05929222,0.1407633,0.0287024],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005298708,0.00105073,0.01976576,0.005748499,0.0007677819,0.000466563,0.005318856,0.001280277,0.001888236,0.02619095,0.3389677,0.5980248],"study_design_scores_gemma":[0.002529915,0.002074245,0.07019909,0.03236392,0.00235962,0.001531952,0.007403616,0.01425142,0.01183734,0.09571501,0.7589598,0.0007741757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01619009,0.009430987,0.41353,0.4772502,0.01454085,0.01444942,0.00483998,0.008141963,0.04162644],"genre_scores_gemma":[0.01902513,0.003041065,0.9244803,0.03269056,0.003669998,0.009138472,0.00393887,0.0009287825,0.003086851],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5306263,"threshold_uncertainty_score":0.6543567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140726322","doi":"10.1503/cmaj.091714","title":"Development of the AGREE II, part 1: performance, usefulness and areas for improvement","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":504,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University; University of Ottawa; Cancer Care Ontario","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Data science","authors":[{"name":"Melissa Brouwers","is_ca":true},{"name":"Michelle E. Kho","is_ca":true},{"name":"George P. Browman","is_ca":true},{"name":"Jako Burgers","is_ca":true},{"name":"Françoise Cluzeau","is_ca":true},{"name":"Gene Feder","is_ca":false},{"name":"Béatrice Fervers","is_ca":true},{"name":"Ian D. Graham","is_ca":true},{"name":"Steven Hanna","is_ca":true},{"name":"Julie Makarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0663481103567534,"gpt":0.3533494847421439,"spread":0.2870013743853905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1015824,0.001239032,0.001676571,0.007742542,0.001089258,0.004178181,0.001701391,0.001342328,0.00439523],"category_scores_gemma":[0.1727741,0.001093172,0.003768791,0.006318371,0.001812593,0.003336242,0.003362021,0.002111859,0.001886393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003182134,"about_ca_system_score_gemma":0.008537095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927663,"about_ca_topic_score_gemma":0.004211362,"domain_scores_codex":[0.9164332,0.04018976,0.01754529,0.002484946,0.0215017,0.001845079],"domain_scores_gemma":[0.742106,0.1220392,0.0354583,0.0173635,0.07812388,0.004909134],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001208878,0.001229383,0.4112737,0.003427925,0.0005194583,0.0001288232,0.006387333,0.002847768,0.00276894,0.00389853,0.02375093,0.5425584],"study_design_scores_gemma":[0.0004745925,0.005930319,0.8712539,0.004622373,0.0006500602,0.0007191169,0.007351684,0.01240238,0.009874039,0.007149521,0.07925278,0.0003191949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6573731,0.00508485,0.178839,0.006096678,0.001178684,0.06168785,0.01459899,0.002894558,0.07224619],"genre_scores_gemma":[0.4446297,0.001981515,0.4558744,0.001055708,0.0003581097,0.08322643,0.008397484,0.0005239973,0.003952682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8984176,"threshold_uncertainty_score":0.5372256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130496384","doi":"10.1503/cmaj.091716","title":"Development of the AGREE II, part 2: assessment of validity of items and tools to support application","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":501,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa; McMaster University; Cancer Care Ontario","funders":"Canadian Institutes of Health Research","keywords":"Computer science; Data science; Information retrieval","authors":[{"name":"Melissa Brouwers","is_ca":true},{"name":"Michelle E. Kho","is_ca":true},{"name":"George P. Browman","is_ca":true},{"name":"Jako Burgers","is_ca":true},{"name":"Françoise Cluzeau","is_ca":true},{"name":"Gene Feder","is_ca":false},{"name":"Béatrice Fervers","is_ca":true},{"name":"Ian D. Graham","is_ca":true},{"name":"Steven Hanna","is_ca":true},{"name":"Julie Makarski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1340838077172477,"gpt":0.4411213844194963,"spread":0.3070375767022486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1701228,0.00131222,0.001769526,0.008304783,0.001879594,0.00413155,0.002983867,0.001571861,0.005823189],"category_scores_gemma":[0.3371398,0.002161668,0.003814659,0.006644495,0.002210462,0.004258572,0.005091012,0.003024627,0.002737068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003521238,"about_ca_system_score_gemma":0.01393561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960857,"about_ca_topic_score_gemma":0.006909329,"domain_scores_codex":[0.8300692,0.08619341,0.03960627,0.004559373,0.03679403,0.002777716],"domain_scores_gemma":[0.5364845,0.212363,0.03655205,0.04804859,0.1613018,0.005250094],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001412952,0.001679324,0.2456168,0.006485147,0.0007091201,0.0003181062,0.01475814,0.002770813,0.007651395,0.006936688,0.05680904,0.6548525],"study_design_scores_gemma":[0.001229798,0.005332088,0.7653461,0.009338175,0.0009871519,0.001356835,0.01366323,0.01908424,0.02062897,0.01360793,0.1487806,0.0006450236],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3635621,0.002510208,0.3976974,0.0051105,0.001511948,0.1329229,0.01215507,0.004841112,0.07968873],"genre_scores_gemma":[0.2303452,0.0009270763,0.6003188,0.001002546,0.0002114549,0.1559911,0.006326149,0.0009239346,0.003953681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8298771,"threshold_uncertainty_score":0.8997064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031831083","doi":"10.1002/chp.1340240506","title":"Implementing clinical guidelines: Current evidence and future implications","year":2004,"lang":"en","type":"review","venue":"Journal of Continuing Education in the Health Professions","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":495,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Generalizability theory; Psychological intervention; Underpinning; Guideline; Systematic review; Medicine; Evidence-based medicine; Psychology; Strengths and weaknesses; MEDLINE; Medical education; Management science; Alternative medicine; Nursing; Social psychology; Political science","authors":[{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Martin Eccles","is_ca":false},{"name":"Jacqueline Tetroe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5981226543740849,"gpt":0.7057557369307867,"spread":0.1076330825567019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05791853,0.002067161,0.006698207,0.006264263,0.001375222,0.007905387,0.004161444,0.007279743,0.01353751],"category_scores_gemma":[0.2273788,0.001617535,0.00437508,0.01060477,0.003725834,0.0104543,0.002761642,0.006577292,0.0016492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00814416,"about_ca_system_score_gemma":0.03129081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009990906,"about_ca_topic_score_gemma":0.03274814,"domain_scores_codex":[0.9656524,0.01672772,0.007892089,0.001595971,0.007162827,0.0009691184],"domain_scores_gemma":[0.6589549,0.2835576,0.02387134,0.003461951,0.02768482,0.002469573],"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":[0.0003826622,0.0001648279,0.002111099,0.3422227,0.00155072,0.000181234,0.0005947417,0.0003658939,0.0001318764,0.005817859,0.01330464,0.6331718],"study_design_scores_gemma":[0.0003078935,0.0002777576,0.004776878,0.8864697,0.005631996,0.0004941596,0.002235883,0.0004029918,0.0002228769,0.01052007,0.08859871,0.00006121983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002733126,0.9894314,0.0001612019,0.008939717,0.0004544801,0.0000482036,0.00004259494,0.000006630508,0.0006424545],"genre_scores_gemma":[0.007037438,0.9881391,0.0009515984,0.003136447,0.0004587892,0.0001166613,0.00004875532,0.000005434302,0.0001059461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05791853,"threshold_uncertainty_score":0.3063061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140838980","doi":"10.1136/qshc.2010.042077","title":"The quality of clinical practice guidelines over the last two decades: a systematic review of guideline appraisal studies","year":2010,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":483,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre; Health Sciences Centre","funders":"","keywords":"Rigour; Medicine; Guideline; CLARITY; MEDLINE; Health care; Quality (philosophy); Family medicine; Critical appraisal; Alternative medicine; Pathology","authors":[{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"Areeka Irfan","is_ca":false},{"name":"Iván Solà","is_ca":false},{"name":"Ignasi Gich","is_ca":false},{"name":"Mario Delgado‐Noguera","is_ca":false},{"name":"David Rigau","is_ca":false},{"name":"Sera Tort","is_ca":false},{"name":"Xavier Bonfill","is_ca":false},{"name":"Jako Burgers","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6996101980540561,"gpt":0.7477008875509654,"spread":0.04809068949690931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1061085,0.001221581,0.007801502,0.02605232,0.0009483371,0.004735531,0.002230464,0.002472041,0.00110714],"category_scores_gemma":[0.3744452,0.00151221,0.006890679,0.03292955,0.002334673,0.005164383,0.002532407,0.002164578,0.0001553972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007694228,"about_ca_system_score_gemma":0.01955208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00615772,"about_ca_topic_score_gemma":0.0222977,"domain_scores_codex":[0.8477536,0.06373443,0.05425626,0.007188268,0.02602216,0.001045258],"domain_scores_gemma":[0.5261563,0.3137853,0.1052267,0.005749265,0.04686099,0.002221315],"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":[0.0005126946,0.00006723813,0.02090369,0.7899842,0.02255826,0.0001673547,0.002426515,0.0002615168,0.0002397204,0.0004762076,0.00340596,0.1589965],"study_design_scores_gemma":[0.0005964317,0.0005683465,0.04411389,0.8869367,0.04761761,0.0007521036,0.002167477,0.0002758598,0.0003011645,0.0006292339,0.01593866,0.0001025405],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005240053,0.9922326,0.0003641691,0.0008339628,0.0002342093,0.0004635664,0.0003216084,0.000008599541,0.0003013537],"genre_scores_gemma":[0.09682348,0.8946248,0.004339842,0.001277566,0.0002963388,0.00201077,0.0005383564,0.00001532864,0.00007355509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8938916,"threshold_uncertainty_score":0.5611619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106707960","doi":"10.1186/1748-5908-6-26","title":"How can we improve guideline use? A conceptual framework of implementability","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":480,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Institute of Population and Public Health; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Guideline; Usability; Health informatics; Variety (cybernetics); Interpretability; Medicine; Resource (disambiguation); Process management; Knowledge management; Quality (philosophy); Management science; Computer science; Nursing; Engineering; Public health","authors":[{"name":"Anna R. Gagliardi","is_ca":true},{"name":"Melissa Brouwers","is_ca":true},{"name":"Valerie A. Palda","is_ca":true},{"name":"Louise Lemieux‐Charles","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4326914451938181,"gpt":0.5562775333363108,"spread":0.1235860881424927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2489413,0.002400922,0.001708368,0.02221319,0.00954462,0.02106263,0.005845597,0.008724403,0.003093673],"category_scores_gemma":[0.2994481,0.001725662,0.003822139,0.01067826,0.07128633,0.03987379,0.01640452,0.008248135,0.0004015541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03310192,"about_ca_system_score_gemma":0.04525471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301938,"about_ca_topic_score_gemma":0.006733477,"domain_scores_codex":[0.6907495,0.255682,0.01921907,0.009636744,0.01825302,0.006459597],"domain_scores_gemma":[0.5898508,0.3320993,0.02752133,0.01641777,0.02783667,0.006274181],"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":[0.00004980546,0.0002521993,0.009906025,0.002750764,0.0001954468,0.0002601554,0.08160333,0.002615962,0.0002789148,0.8311658,0.003268942,0.06765264],"study_design_scores_gemma":[0.0001989078,0.0004951323,0.007741391,0.009542824,0.000312965,0.0003751875,0.05491181,0.006248571,0.0005876013,0.8418322,0.07755635,0.0001970064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08264939,0.01645259,0.459882,0.3061599,0.0008592458,0.006305425,0.0004747628,0.0005542779,0.1266625],"genre_scores_gemma":[0.6351368,0.004120586,0.3454948,0.007205531,0.0002834754,0.006108781,0.000294909,0.0001162984,0.001238775],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7510587,"threshold_uncertainty_score":0.9261891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088251555","doi":"10.1200/jco.2004.06.157","title":"International Assessment of the Quality of Clinical Practice Guidelines in Oncology Using the Appraisal of Guidelines and Research and Evaluation Instrument","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":463,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Medicine; CLARITY; Scope (computer science); Quality (philosophy); Rigour; Oncology; Presentation (obstetrics); Stakeholder; Medical physics; Internal medicine; Medical education","authors":[{"name":"Jako Burgers","is_ca":true},{"name":"Béatrice Fervers","is_ca":true},{"name":"M. Haugh","is_ca":true},{"name":"Melissa Brouwers","is_ca":true},{"name":"George P. Browman","is_ca":true},{"name":"Thierry Philip","is_ca":true},{"name":"Françoise Cluzeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8952957001720149,"gpt":0.8055278966843465,"spread":0.08976780348766833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.298401,0.001420424,0.004198355,0.02938441,0.001803704,0.005808802,0.002501985,0.002375232,0.002236549],"category_scores_gemma":[0.5085322,0.0009841927,0.00566696,0.02793709,0.003737696,0.003770522,0.00571118,0.003236237,0.0004888647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009004029,"about_ca_system_score_gemma":0.03101897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004856703,"about_ca_topic_score_gemma":0.005786369,"domain_scores_codex":[0.6019338,0.1995825,0.1249212,0.005734161,0.06466998,0.003158427],"domain_scores_gemma":[0.3465788,0.2544685,0.1781866,0.01904392,0.1916236,0.01009861],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001007207,0.0007595142,0.3684141,0.04812214,0.007102887,0.0001836237,0.008024747,0.003286409,0.001086386,0.01099348,0.05035587,0.5006636],"study_design_scores_gemma":[0.001462203,0.002757505,0.776002,0.085173,0.005506796,0.0009783889,0.009005051,0.01096277,0.002393353,0.01531019,0.08985228,0.0005964774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2731056,0.2450542,0.1884644,0.0450435,0.005844053,0.1194837,0.02913744,0.001891425,0.09197573],"genre_scores_gemma":[0.5303077,0.03217182,0.3568143,0.003351684,0.0004964565,0.06609305,0.009549829,0.0002360403,0.000979271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958016,"threshold_uncertainty_score":0.8651965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003535046","doi":"10.7326/0003-4819-139-6-200309160-00013","title":"Standardized Reporting of Clinical Practice Guidelines: A Proposal from the Conference on Guideline Standardization","year":2003,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":461,"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":"U.S. National Library of Medicine; Agency for Healthcare Research and Quality","keywords":"Medicine; Guideline; Standardization; Clinical Practice; Medical physics; Family medicine; Pathology","authors":[{"name":"Richard N. Shiffman","is_ca":true},{"name":"Paul Shekelle","is_ca":true},{"name":"J. Marc Overhage","is_ca":true},{"name":"Jean R. Slutsky","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Aniruddha M. Deshpande","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5563711909053238,"gpt":0.6304648798699644,"spread":0.07409368896464053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4784621,0.003887143,0.004066465,0.01236478,0.008970727,0.02592463,0.0159224,0.0743476,0.005363548],"category_scores_gemma":[0.35522,0.004679061,0.009852367,0.009865397,0.01518886,0.01889429,0.02561695,0.08094517,0.005862345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02084186,"about_ca_system_score_gemma":0.1857569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01872732,"about_ca_topic_score_gemma":0.0137785,"domain_scores_codex":[0.7050553,0.1256882,0.06806874,0.01071578,0.07372638,0.01674568],"domain_scores_gemma":[0.603337,0.1269961,0.02317964,0.02302864,0.1650037,0.05845498],"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":[0.0002758833,0.001366805,0.002392428,0.002142016,0.0001819532,0.001384774,0.006195701,0.002856849,0.002891614,0.0848454,0.737294,0.1581726],"study_design_scores_gemma":[0.0005714578,0.0006554127,0.005310454,0.007463939,0.0001865719,0.001006252,0.003311738,0.003902335,0.00155554,0.05271996,0.9227738,0.0005425262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002222292,0.006465225,0.04801906,0.8776554,0.04926658,0.008931243,0.0004204144,0.0004201797,0.006599531],"genre_scores_gemma":[0.02130291,0.01282023,0.5067531,0.3867612,0.03070377,0.02109873,0.00407384,0.0008398034,0.01564634],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5215379,"threshold_uncertainty_score":0.6431491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2400420884","doi":"10.1186/s12874-016-0165-8","title":"Using the modified Delphi method to establish clinical consensus for the diagnosis and treatment of patients with rotator cuff pathology","year":2016,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":432,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Calgary; Mount Royal University","funders":"","keywords":"Rotator cuff; Medicine; Delphi method; Guideline; Delphi; Health care; MEDLINE; Physical therapy; Medical physics; Pathology; Surgery; Computer science; Artificial intelligence","authors":[{"name":"Breda Eubank","is_ca":true},{"name":"Nicholas G. Mohtadi","is_ca":true},{"name":"Mark R. Lafave","is_ca":true},{"name":"J. Preston Wiley","is_ca":true},{"name":"Aaron J. Bois","is_ca":true},{"name":"Richard S. Boorman","is_ca":true},{"name":"David M Sheps","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.895516367431202,"gpt":0.7062424009973984,"spread":0.1892739664338036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.250407,0.00220263,0.001934083,0.01087204,0.004350611,0.004013659,0.003780728,0.003126374,0.005110315],"category_scores_gemma":[0.2485464,0.001622524,0.003213376,0.005253424,0.00515047,0.005226082,0.01264328,0.003453035,0.001026379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007804164,"about_ca_system_score_gemma":0.02064466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226611,"about_ca_topic_score_gemma":0.003678206,"domain_scores_codex":[0.6012497,0.3432488,0.02944493,0.006850507,0.01521872,0.00398735],"domain_scores_gemma":[0.7502913,0.1759506,0.01157652,0.009106115,0.05050439,0.002571087],"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":[0.00303953,0.001694396,0.02621509,0.01485445,0.001438177,0.001373041,0.3338901,0.01171176,0.01082026,0.05012659,0.0222776,0.5225589],"study_design_scores_gemma":[0.004480476,0.009596644,0.06205107,0.01604575,0.001692581,0.003479662,0.4244821,0.1410235,0.01920827,0.183612,0.1319213,0.002406593],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2738428,0.001231173,0.5036318,0.006978611,0.001021528,0.1809067,0.0009291627,0.0005626495,0.03089553],"genre_scores_gemma":[0.2122965,0.0005099071,0.6888654,0.0009754407,0.00008862143,0.09569114,0.0004382092,0.00005431286,0.001080434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.250407,"threshold_uncertainty_score":0.9243817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011460189","doi":"10.1038/ki.2012.280","title":"The KDIGO practice guideline on glomerulonephritis: reading between the (guide)lines—application to the individual patient","year":2012,"lang":"en","type":"review","venue":"Kidney International","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":416,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Guideline; Medicine; Reading (process); Glomerulonephritis; Intensive care medicine; Medical physics; Internal medicine; Pathology; Kidney; Political science","authors":[{"name":"Jai Radhakrishnan","is_ca":false},{"name":"Daniel Cattran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2051366455611094,"gpt":0.5095722844565167,"spread":0.3044356388954073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01135291,0.001679728,0.005717424,0.004683405,0.0007657044,0.002604788,0.004449431,0.005181126,0.004050664],"category_scores_gemma":[0.02469744,0.001165881,0.00389723,0.005262564,0.001204687,0.003298269,0.002204049,0.00772408,0.002961085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031491,"about_ca_system_score_gemma":0.02022271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112243,"about_ca_topic_score_gemma":0.02437042,"domain_scores_codex":[0.9897745,0.002986621,0.003308254,0.0004068351,0.003244833,0.0002790207],"domain_scores_gemma":[0.984683,0.005755857,0.002628851,0.000297264,0.00599238,0.0006426875],"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":[0.0001010076,0.0001068066,0.0008144835,0.04130477,0.0005534228,0.0001977973,0.0002037132,0.0003517984,0.0003500253,0.004003087,0.3334411,0.6185719],"study_design_scores_gemma":[0.000315148,0.0001640939,0.005043055,0.1417767,0.00198616,0.001151614,0.0003966475,0.0005653906,0.0004819217,0.008212737,0.8397598,0.000146683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004183023,0.9197758,0.004876983,0.0608836,0.007243498,0.0005276462,0.0009052835,0.0001956813,0.005173198],"genre_scores_gemma":[0.003628706,0.9167886,0.04841593,0.02407601,0.00219576,0.0008870544,0.001735678,0.0000505383,0.002221656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01135291,"threshold_uncertainty_score":0.06004065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108973014","doi":"10.1136/ebn.12.4.99-b","title":"Accessing pre-appraised evidence: fine-tuning the 5S model into a 6S model","year":2009,"lang":"en","type":"editorial","venue":"Evidence-Based Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":357,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Critical appraisal; Evidence-based medicine; Evidence-based practice; Systematic review; Quality (philosophy); Quality of evidence; Computer science; Process (computing); Foundation (evidence); Best practice; MEDLINE; Data science; Psychology; Medicine; Medical education; Alternative medicine; Meta-analysis; Political science; Pathology","authors":[{"name":"Alba DiCenso","is_ca":true},{"name":"Liz Bayley","is_ca":true},{"name":"R. Brian Haynes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2740448014214288,"gpt":0.5308813853948695,"spread":0.2568365839734407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4666558,0.004167629,0.005631958,0.02438059,0.004887439,0.03374751,0.0125842,0.01395413,0.01078956],"category_scores_gemma":[0.6114157,0.003919847,0.007331796,0.01096308,0.02948384,0.04734735,0.02874122,0.02306023,0.006878607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02743887,"about_ca_system_score_gemma":0.06117148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006392317,"about_ca_topic_score_gemma":0.007393797,"domain_scores_codex":[0.482945,0.3970029,0.06427703,0.01284404,0.03939011,0.003540969],"domain_scores_gemma":[0.2494088,0.6258556,0.01701454,0.02959296,0.06702644,0.01110168],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006669849,0.0003112263,0.003709364,0.02260501,0.001493568,0.0007465568,0.02356693,0.007809252,0.0003877119,0.546876,0.04098197,0.3508454],"study_design_scores_gemma":[0.0004191899,0.0004547941,0.001374984,0.02411547,0.0005978731,0.0008233188,0.004355271,0.01389971,0.0005242327,0.8019774,0.1511493,0.0003085336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.005257268,0.03116573,0.6089652,0.2850778,0.005078336,0.005399842,0.0006596113,0.001249113,0.05714708],"genre_scores_gemma":[0.0665281,0.01485664,0.8851821,0.02342708,0.00230237,0.004715557,0.0007426102,0.0004411897,0.001804434],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5333442,"threshold_uncertainty_score":0.6577084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754128910","doi":"10.1016/j.jclinepi.2017.08.009","title":"Living systematic reviews: 4. Living guideline recommendations","year":2017,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":339,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Medical Research Council; National Centre for the Replacement, Refinement and Reduction of Animals in Research","keywords":"Guideline; Systematic review; Process (computing); Medicine; MEDLINE; Management science; Computer science; Engineering; Political science; Pathology","authors":[{"name":"Elie A. Akl","is_ca":false},{"name":"Joerg J Meerpohl","is_ca":false},{"name":"Julian Elliott","is_ca":false},{"name":"Lara A Kahale","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true},{"name":"Thomas Agoritsas","is_ca":false},{"name":"John Hilton","is_ca":false},{"name":"Caroline Perron","is_ca":false},{"name":"Rebecca K Hodder","is_ca":false},{"name":"Charlotte Pestridge","is_ca":false},{"name":"Lauren Albrecht","is_ca":false},{"name":"Tanya Horsley","is_ca":false},{"name":"Joanne Platt","is_ca":false},{"name":"Rebecca Armstrong","is_ca":false},{"name":"Phi Hùng Nguyễn","is_ca":false},{"name":"Robert M. Plovnick","is_ca":false},{"name":"Anneliese Arno","is_ca":false},{"name":"Noah Ivers","is_ca":false},{"name":"Gail Quinn","is_ca":false},{"name":"Agnes Au","is_ca":false},{"name":"Renea V Johnston","is_ca":false},{"name":"Gabriel Rada","is_ca":false},{"name":"Matthew K. Bagg","is_ca":false},{"name":"Arwel W. Jones","is_ca":false},{"name":"Philippe Ravaud","is_ca":false},{"name":"Catherine Boden","is_ca":false},{"name":"Bernt Richter","is_ca":false},{"name":"Isabelle Boisvert","is_ca":false},{"name":"Homa Keshavarz","is_ca":false},{"name":"Rebecca Ryan","is_ca":false},{"name":"Linn Brandt","is_ca":false},{"name":"Stephanie A. Kolakowsky‐Hayner","is_ca":false},{"name":"Dina H. Salama","is_ca":false},{"name":"Alexandra Bražinová","is_ca":false},{"name":"Sumanth Kumbargere Nagraj","is_ca":false},{"name":"Georgia Salanti","is_ca":false},{"name":"Rachelle Buchbinder","is_ca":false},{"name":"Toby J Lasserson","is_ca":false},{"name":"Lina Santaguida","is_ca":false},{"name":"Chris Champion","is_ca":false},{"name":"Rebecca Lawrence","is_ca":false},{"name":"Nancy Santesso","is_ca":false},{"name":"Jackie Chandler","is_ca":false},{"name":"Zbigniew Leś","is_ca":false},{"name":"Andreas Charidimou","is_ca":false},{"name":"Stefan Leucht","is_ca":false},{"name":"Ian Shemilt","is_ca":false},{"name":"Roger Chou","is_ca":false},{"name":"Nicola Low","is_ca":false},{"name":"Diana Sherifali","is_ca":false},{"name":"Rachel Churchill","is_ca":false},{"name":"Andrew I.R. Maas","is_ca":false},{"name":"Reed Siemieniuk","is_ca":false},{"name":"Maryse C. Cnossen","is_ca":false},{"name":"Harriet MacLehose","is_ca":false},{"name":"Mark Simmonds","is_ca":false},{"name":"Marie-Joëlle Cossi","is_ca":false},{"name":"Malcolm Macleod","is_ca":false},{"name":"Nicole Skoetz","is_ca":false},{"name":"Michel Jacques Counotte","is_ca":false},{"name":"Iain Marshall","is_ca":false},{"name":"Karla Soares‐Weiser","is_ca":false},{"name":"Samantha Craigie","is_ca":false},{"name":"Velandai Srikanth","is_ca":false},{"name":"Philipp Dahm","is_ca":false},{"name":"Nicole Martin","is_ca":false},{"name":"Katrina Sullivan","is_ca":false},{"name":"Alanna Danilkewich","is_ca":false},{"name":"Laura Martínez García","is_ca":false},{"name":"Anneliese Synnot","is_ca":false},{"name":"Kristen Danko","is_ca":false},{"name":"Chris Mavergames","is_ca":false},{"name":"Mark Taylor","is_ca":false},{"name":"Emma Donoghue","is_ca":false},{"name":"Lara Maxwell","is_ca":false},{"name":"Kris Thayer","is_ca":false},{"name":"Corinna Dressler","is_ca":false},{"name":"James H. McAuley","is_ca":false},{"name":"James Thomas","is_ca":false},{"name":"Cathy Egan","is_ca":false},{"name":"Steve McDonald","is_ca":false},{"name":"Roger Tritton","is_ca":false},{"name":"Joanne E. McKenzie","is_ca":false},{"name":"Guy Tsafnat","is_ca":false},{"name":"Sarah A. Elliott","is_ca":false},{"name":"Peter Tugwell","is_ca":false},{"name":"Itziar Etxeandia‐Ikobaltzeta","is_ca":false},{"name":"Bronwen Merner","is_ca":false},{"name":"Alexis F. Turgeon","is_ca":false},{"name":"Robin Featherstone","is_ca":false},{"name":"Stefania Mondello","is_ca":false},{"name":"Tari Turner","is_ca":false},{"name":"Ruth Foxlee","is_ca":false},{"name":"Richard Morley","is_ca":false},{"name":"Gert van Valkenhoef","is_ca":false},{"name":"Paul Garner","is_ca":false},{"name":"Marcus R. Munafò","is_ca":false},{"name":"Per Olav Vandvik","is_ca":false},{"name":"Martha Gerrity","is_ca":false},{"name":"Zachary Munn","is_ca":false},{"name":"Byron Wallace","is_ca":false},{"name":"Paul Glasziou","is_ca":false},{"name":"Melissa Murano","is_ca":false},{"name":"S Wallace","is_ca":false},{"name":"Sally Green","is_ca":false},{"name":"Kristine Newman","is_ca":false},{"name":"Chris Watts","is_ca":false},{"name":"Jeremy Grimshaw","is_ca":false},{"name":"Robby Nieuwlaat","is_ca":false},{"name":"Laura Weeks","is_ca":false},{"name":"Kurinchi Selvan Gurusamy","is_ca":false},{"name":"Adriani Nikolakopoulou","is_ca":false},{"name":"Aaron Weigl","is_ca":false},{"name":"Neal Haddaway","is_ca":false},{"name":"Anna H Noel-Storr","is_ca":false},{"name":"George Wells","is_ca":false},{"name":"Lisa Hartling","is_ca":false},{"name":"Annette M. O’Connor","is_ca":false},{"name":"Wojtek Wiercioch","is_ca":false},{"name":"Jill A. Hayden","is_ca":false},{"name":"Matthew J. Page","is_ca":false},{"name":"Luke Wolfenden","is_ca":false},{"name":"Mark Helfand","is_ca":false},{"name":"Juan José Yepes-Núñez","is_ca":false},{"name":"Julian P. T. Higgins","is_ca":false},{"name":"Jordi Pardo Pardo","is_ca":false},{"name":"Jennifer Yost","is_ca":false},{"name":"Sophie Hill","is_ca":false},{"name":"Leslea Pearson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9153166999272386,"gpt":0.7418525059053147,"spread":0.1734641940219239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07728444,0.002859593,0.00747891,0.01390488,0.002276412,0.010164,0.004888353,0.01314973,0.03827678],"category_scores_gemma":[0.2190637,0.003047167,0.009326392,0.01076125,0.003168469,0.01158674,0.009525572,0.007495117,0.0106352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006104183,"about_ca_system_score_gemma":0.04231711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007021158,"about_ca_topic_score_gemma":0.02607629,"domain_scores_codex":[0.8531389,0.06906287,0.0417331,0.004095519,0.02786596,0.004103587],"domain_scores_gemma":[0.799356,0.08269748,0.04457048,0.009358037,0.05579366,0.008224398],"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":[0.0003523761,0.0001316854,0.001268348,0.2680057,0.003196359,0.0001457636,0.0008706597,0.0001543964,0.0003779168,0.005302195,0.3989137,0.3212808],"study_design_scores_gemma":[0.001498793,0.0002052654,0.003780085,0.5741112,0.006568747,0.0002387125,0.0004615218,0.0002080367,0.0002216908,0.01127939,0.4012937,0.0001326757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001217265,0.6327969,0.007553992,0.2844377,0.02998401,0.009552828,0.01249805,0.001429816,0.02052935],"genre_scores_gemma":[0.01390512,0.6249768,0.0963233,0.1981098,0.01982457,0.01812664,0.0130175,0.0006629847,0.01505323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9227155,"threshold_uncertainty_score":0.4087241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986717878","doi":"10.1093/intqhc/mzi108","title":"Adaptation of clinical guidelines: literature review and proposition for a framework and procedure","year":2006,"lang":"en","type":"review","venue":"International Journal for Quality in Health Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":339,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Guideline; Adaptation (eye); Context (archaeology); Process (computing); Quality (philosophy); Process management; Computer science; Systematic review; MEDLINE; Knowledge management; Medicine; Management science; Psychology; Business; Political science; Engineering","authors":[{"name":"Bèatrice Fervers","is_ca":false},{"name":"Jako Burgers","is_ca":false},{"name":"Margaret Haugh","is_ca":false},{"name":"Jean Latreille","is_ca":false},{"name":"N Mlika-Cabanne","is_ca":false},{"name":"Louise Paquet","is_ca":false},{"name":"Martin Coulombe","is_ca":false},{"name":"Mireille Poirier","is_ca":false},{"name":"Bernard Burnand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5702001018969086,"gpt":0.707323995368879,"spread":0.1371238934719704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.488115,0.00386936,0.007975965,0.05350894,0.006612369,0.02215468,0.01060631,0.01396776,0.004952761],"category_scores_gemma":[0.5587333,0.003205092,0.01059881,0.05164157,0.01851774,0.03605537,0.01699487,0.0109616,0.002092629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03213029,"about_ca_system_score_gemma":0.1262573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00979434,"about_ca_topic_score_gemma":0.01198083,"domain_scores_codex":[0.4799052,0.3854567,0.08075367,0.0128508,0.03797945,0.003054171],"domain_scores_gemma":[0.3851508,0.4370168,0.05435244,0.02581054,0.09352878,0.004140664],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003766417,0.0005192542,0.005438773,0.1995488,0.001844365,0.0005897196,0.01609684,0.003337212,0.000580424,0.2414359,0.04357364,0.4866584],"study_design_scores_gemma":[0.0008594424,0.0006725663,0.005564929,0.6313452,0.003781826,0.001277825,0.0146446,0.01018436,0.001102149,0.1888059,0.1409955,0.0007657515],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.006069952,0.2368508,0.4347347,0.1876142,0.006708644,0.1099168,0.002632008,0.001328144,0.01414473],"genre_scores_gemma":[0.02618421,0.04156189,0.8520429,0.0110332,0.0005542099,0.06710527,0.001012077,0.00007289951,0.0004334817],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.511885,"threshold_uncertainty_score":0.6312454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162786082","doi":"10.1093/intqhc/15.1.31","title":"Towards evidence-based clinical practice: an international survey of 18 clinical guideline programs","year":2003,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":336,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Guideline; Health care; Quality (philosophy); Quality assurance; Medicine; Evidence-based medicine; MEDLINE; Evidence-based practice; Medical education; Political science; Alternative medicine","authors":[{"name":"Jako Burgers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7645618449642494,"gpt":0.7319864247231948,"spread":0.03257542024105464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0231379,0.0002521648,0.0006696006,0.005994352,0.0008930797,0.00225032,0.0007459359,0.001247601,0.001612209],"category_scores_gemma":[0.07295616,0.0005583785,0.0005488775,0.007413284,0.00117196,0.002939432,0.002128944,0.001093684,0.0003618426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539743,"about_ca_system_score_gemma":0.004842645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451159,"about_ca_topic_score_gemma":0.003863141,"domain_scores_codex":[0.9746446,0.01276793,0.005126321,0.001651221,0.004337594,0.00147237],"domain_scores_gemma":[0.9054572,0.03789719,0.03332404,0.002818584,0.01288103,0.007621975],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001760239,0.0003633063,0.932806,0.0006578289,0.00008532767,0.000223571,0.02199535,0.00006993259,0.0003337379,0.0002870642,0.00196915,0.04103274],"study_design_scores_gemma":[0.00006775175,0.0007171958,0.9504528,0.000854117,0.00005324209,0.0006044171,0.0368326,0.0003059006,0.0002055999,0.0001374207,0.0097332,0.00003581636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919208,0.002285524,0.0007503848,0.001417764,0.00002120373,0.0005363848,0.0007703985,0.00002616768,0.002271449],"genre_scores_gemma":[0.9909587,0.002911074,0.002938997,0.0009743831,0.00002159663,0.0008476105,0.0009280261,0.00002269987,0.0003969536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9768621,"threshold_uncertainty_score":0.1223664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956755142","doi":"10.1002/jts.22421","title":"The International Society for Traumatic Stress Studies New Guidelines for the Prevention and Treatment of Posttraumatic Stress Disorder: Methodology and Development Process","year":2019,"lang":"en","type":"article","venue":"Journal of Traumatic Stress","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":333,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"International Society for Traumatic Stress Studies","keywords":"Inclusion (mineral); Psychological intervention; Guideline; Traumatic stress; Psychology; Randomized controlled trial; Evidence-based practice; Systematic review; Clinical psychology; MEDLINE; Medicine; Psychiatry; Psychotherapist; Alternative medicine; Social psychology; Political science","authors":[{"name":"Jonathan I. Bisson","is_ca":false},{"name":"Lucy Berliner","is_ca":false},{"name":"Marylène Cloître","is_ca":false},{"name":"David Forbes","is_ca":false},{"name":"Tine K. Jensen","is_ca":false},{"name":"Catrin Lewis","is_ca":false},{"name":"Candice M. Monson","is_ca":true},{"name":"Miranda Olff","is_ca":false},{"name":"Stephen Pilling","is_ca":false},{"name":"David S. Riggs","is_ca":false},{"name":"Neil P. Roberts","is_ca":false},{"name":"Francine Shapiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6088515325635779,"gpt":0.5798117176295728,"spread":0.02903981493400509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3724182,0.005038623,0.008296175,0.03173397,0.003599948,0.01283931,0.01055547,0.01095857,0.01830357],"category_scores_gemma":[0.4761353,0.00654867,0.01486265,0.02860333,0.007624662,0.005936852,0.01221611,0.01882177,0.02025413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189687,"about_ca_system_score_gemma":0.1282521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112463,"about_ca_topic_score_gemma":0.0167876,"domain_scores_codex":[0.6110222,0.2009944,0.127817,0.008847573,0.04837699,0.002941869],"domain_scores_gemma":[0.4921878,0.1859847,0.06800061,0.0431776,0.2031448,0.007504466],"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":[0.000712035,0.0003611677,0.00194576,0.1901532,0.002100339,0.0004211424,0.00459136,0.001136485,0.001306768,0.01550865,0.3209353,0.4608278],"study_design_scores_gemma":[0.001170523,0.0003584975,0.004913567,0.2786876,0.001951071,0.0004396452,0.001249274,0.0005820083,0.001198537,0.01645099,0.6927051,0.0002932243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.001486458,0.1237367,0.1884712,0.06796634,0.02739101,0.5300187,0.02895275,0.002757293,0.02921964],"genre_scores_gemma":[0.002842514,0.07339258,0.4721788,0.006846081,0.001429848,0.4274058,0.009785805,0.0005547188,0.005563822],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6275818,"threshold_uncertainty_score":0.7739201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970969615","doi":"10.1111/j.1741-6787.2007.00106.x","title":"Factors Influencing Best‐Practice Guideline Implementation: Lessons Learned from Administrators, Nursing Staff, and Project Leaders","year":2007,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; McMaster University","funders":"","keywords":"Guideline; Thematic analysis; Nursing; Implementation research; Context (archaeology); Best practice; Psychology; Organizational culture; Teamwork; Medicine; Qualitative research; Medical education; Public relations; Psychological intervention; Political science","authors":[{"name":"Jenny Ploeg","is_ca":true},{"name":"Barbara Davies","is_ca":false},{"name":"Nancy Edwards","is_ca":false},{"name":"Wendy Gifford","is_ca":true},{"name":"Pat Elliott Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5159825249036293,"gpt":0.580352189399875,"spread":0.0643696644962457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05442473,0.001186248,0.001162195,0.001276477,0.005050767,0.006412765,0.002892124,0.002651676,0.001748505],"category_scores_gemma":[0.1017032,0.001054742,0.000888322,0.001625502,0.003287922,0.00611997,0.006129241,0.004723096,0.0004469894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004605566,"about_ca_system_score_gemma":0.0214057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006966909,"about_ca_topic_score_gemma":0.01662651,"domain_scores_codex":[0.9410863,0.04592551,0.002896519,0.001578644,0.005096962,0.003416104],"domain_scores_gemma":[0.8872448,0.07971166,0.004835168,0.002205355,0.01559523,0.01040785],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001412907,0.001521506,0.04949033,0.004755992,0.0001333579,0.002724807,0.4607416,0.0005437295,0.001319932,0.001426838,0.0236557,0.4535449],"study_design_scores_gemma":[0.0001298162,0.001658924,0.0482605,0.009951922,0.0002009389,0.001159028,0.8825328,0.001054717,0.002115936,0.003015675,0.04973328,0.0001864811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7512748,0.0239827,0.03432028,0.1681753,0.002899098,0.004110586,0.0003054687,0.0005683308,0.01436345],"genre_scores_gemma":[0.9388614,0.01511886,0.03414889,0.006970447,0.0003497936,0.002222637,0.0001550948,0.0001273571,0.002045557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9455752,"threshold_uncertainty_score":0.2878289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249574760","doi":"10.1016/j.jvir.2009.04.035","title":"Society of Interventional Radiology Clinical Practice Guidelines","year":2009,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":312,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; The Scarborough Hospital","funders":"","keywords":"Medicine; Clinical Practice; Comparability; Consistency (knowledge bases); Quality (philosophy); Medical physics; Medical education; Family medicine; Computer science","authors":[{"name":"John F. Cardella","is_ca":false},{"name":"Sanjoy Kundu","is_ca":true},{"name":"Donald L. Miller","is_ca":false},{"name":"Steven F. Millward","is_ca":true},{"name":"David Sacks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.243802811925767,"gpt":0.5511366690774232,"spread":0.3073338571516562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04113598,0.001045924,0.001583304,0.01022261,0.003430994,0.004359527,0.003989795,0.01344573,0.01280327],"category_scores_gemma":[0.1682805,0.001177554,0.001816688,0.006661945,0.002848122,0.002339022,0.003663197,0.01126977,0.006438917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006723308,"about_ca_system_score_gemma":0.0552166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267033,"about_ca_topic_score_gemma":0.02982457,"domain_scores_codex":[0.9390709,0.02295801,0.01663879,0.0015386,0.01729715,0.002496644],"domain_scores_gemma":[0.6957639,0.05291928,0.02278401,0.005996669,0.2009531,0.02158297],"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":[0.00004642144,0.0005016553,0.006984213,0.0009252009,0.00007105932,0.0008292794,0.001139514,0.0005265476,0.0004102462,0.01073759,0.8169392,0.1608891],"study_design_scores_gemma":[0.0003233135,0.0002675738,0.02355788,0.008772942,0.0002184198,0.003186045,0.001793795,0.001752959,0.0008509241,0.01559802,0.9435046,0.0001735704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009716548,0.01743317,0.01694897,0.7347293,0.02060641,0.002508568,0.001225196,0.0008344884,0.1959972],"genre_scores_gemma":[0.1770942,0.06696576,0.3122086,0.3025012,0.0208088,0.01459212,0.0123996,0.0006561935,0.09277345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04113598,"threshold_uncertainty_score":0.2175505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124098082","doi":"10.1186/1748-5908-7-62","title":"Developing clinical practice guidelines: reviewing, reporting, and publishing guidelines; updating guidelines; and the emerging issues of enhancing guideline implementability and accounting for comorbid conditions in guideline development","year":2012,"lang":"en","type":"article","venue":"Implementation Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"Newcastle University; McMaster University; University of Ottawa","keywords":"Guideline; Medicine; Context (archaeology); Excellence; Health care; Publishing; Health services research; Public health; Nursing; Political science","authors":[{"name":"Paul Shekelle","is_ca":false},{"name":"Steven H. Woolf","is_ca":false},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true},{"name":"Martin Eccles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5389416373960899,"gpt":0.6589134982674663,"spread":0.1199718608713763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7081405,0.002046601,0.004331393,0.02108344,0.008696659,0.04062287,0.01550824,0.02552503,0.002270688],"category_scores_gemma":[0.8806585,0.004521104,0.003804601,0.02224546,0.04808371,0.05192236,0.02163441,0.03778246,0.002118817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01820721,"about_ca_system_score_gemma":0.0981485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234125,"about_ca_topic_score_gemma":0.01810821,"domain_scores_codex":[0.1323904,0.6258161,0.1278241,0.01058626,0.09960498,0.003778223],"domain_scores_gemma":[0.03483816,0.6756816,0.09593208,0.06277991,0.1215382,0.009229964],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001475659,0.0004908333,0.01063411,0.0141013,0.0007237468,0.0006708358,0.0528208,0.001702823,0.001483105,0.09305317,0.1480114,0.6761603],"study_design_scores_gemma":[0.0005944561,0.001103968,0.02203916,0.06154745,0.000898171,0.003088277,0.03474347,0.006717158,0.00452303,0.3439962,0.5192649,0.00148373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005533344,0.02941363,0.09441137,0.8524576,0.008678092,0.001496574,0.0001364936,0.0005149823,0.007357924],"genre_scores_gemma":[0.09588237,0.04124952,0.736935,0.1018446,0.01677283,0.003876458,0.0003579246,0.0007488607,0.002332453],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2918595,"threshold_uncertainty_score":0.3599148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124215468","doi":"10.1111/j.1398-9995.2010.02530.x","title":"Grading quality of evidence and strength of recommendations in clinical practice guidelines Part 3 of 3. The GRADE approach to developing recommendations","year":2011,"lang":"en","type":"review","venue":"Allergy","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":310,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Ottawa; Jewish General Hospital; Institute of Population and Public Health; McMaster University","funders":"European Commission; McMaster University","keywords":"Grading (engineering); Medicine; Psychological intervention; Quality of evidence; Evidence-based practice; Clinical Practice; Systematic review; Evidence-based medicine; Family medicine; MEDLINE; Alternative medicine; Meta-analysis; Pathology; Nursing; Engineering","authors":[{"name":"Jan Brożek","is_ca":true},{"name":"Elie A. Akl","is_ca":true},{"name":"Enrico Compalati","is_ca":false},{"name":"Julia Kreis","is_ca":false},{"name":"Luigi Terracciano","is_ca":false},{"name":"Alessandro Fiocchi","is_ca":false},{"name":"Erin Ueffing","is_ca":true},{"name":"Jack R. Andrews","is_ca":false},{"name":"Pablo Alonso‐Coello","is_ca":false},{"name":"Joerg J Meerpohl","is_ca":false},{"name":"David M. Lang","is_ca":false},{"name":"Roman Jaeschke","is_ca":true},{"name":"John W Williams","is_ca":false},{"name":"Bob Phillips","is_ca":false},{"name":"Anne Lethaby","is_ca":false},{"name":"Patrick M. Bossuyt","is_ca":false},{"name":"Paul Glasziou","is_ca":false},{"name":"Mark Helfand","is_ca":false},{"name":"Joseph Watine","is_ca":false},{"name":"Marc Afilalo","is_ca":true},{"name":"Vivian Welch","is_ca":true},{"name":"Alessandro Montedori","is_ca":false},{"name":"Iosief Abraha","is_ca":false},{"name":"Andrea R. Horvath","is_ca":false},{"name":"Jean Bousquet","is_ca":false},{"name":"Gordon Guyatt","is_ca":true},{"name":"Holger J. Schünemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8749363406175251,"gpt":0.6578242962233992,"spread":0.2171120443941259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2885453,0.004384913,0.01545747,0.05274289,0.003713196,0.01862306,0.01116498,0.01028981,0.01611985],"category_scores_gemma":[0.6251544,0.005114748,0.02167593,0.03738019,0.005750236,0.008852592,0.01208675,0.01511064,0.006826631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01696962,"about_ca_system_score_gemma":0.04316932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104649,"about_ca_topic_score_gemma":0.0105018,"domain_scores_codex":[0.5316051,0.2051042,0.1869517,0.007294984,0.06627501,0.002768897],"domain_scores_gemma":[0.3279473,0.3415988,0.1066319,0.02147631,0.1959349,0.006410713],"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":[0.0007017271,0.0002059635,0.005128335,0.22025,0.008954557,0.0002247866,0.002510995,0.00201754,0.0008164849,0.01662043,0.2783822,0.464187],"study_design_scores_gemma":[0.001939029,0.0007588842,0.01069943,0.3398539,0.01298835,0.0009146906,0.001639485,0.007256461,0.001944436,0.06804594,0.5528238,0.001135516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005090301,0.2643628,0.2717623,0.1058188,0.03569515,0.2151762,0.05321926,0.006056122,0.04281901],"genre_scores_gemma":[0.02242698,0.0837594,0.7415751,0.007608338,0.003354711,0.1183554,0.01820743,0.001063188,0.003649483],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7114546,"threshold_uncertainty_score":0.8773503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917692592","doi":"","title":"Canadian Task Force on Preventive Health Care","year":2012,"lang":"en","type":"article","venue":"","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":306,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mandate; Task force; Health care; General partnership; Agency (philosophy); Reputation; Guideline; Political science; Public health; Medicine; Public relations; Business; Public administration; Family medicine; Nursing; Law; Sociology","authors":[{"name":"We’re back","is_ca":false},{"name":"Richard Birtwhistle","is_ca":false},{"name":"Ccfp Fcfp","is_ca":false},{"name":"Kevin Pottie","is_ca":false},{"name":"MClSc","is_ca":false},{"name":"Elizabeth Shaw","is_ca":false},{"name":"James A. Dickinson","is_ca":false},{"name":"Paula Brauer","is_ca":false},{"name":"Martin Fortin","is_ca":false},{"name":"Neil R. Bell","is_ca":false},{"name":"Harminder Singh","is_ca":false},{"name":"Marcello Tonelli","is_ca":false},{"name":"Sm Frcpc","is_ca":false},{"name":"Sarah Connor Gorber","is_ca":false},{"name":"Gabriela Lewin","is_ca":false},{"name":"Ccfp","is_ca":false},{"name":"Michel Joffres","is_ca":false},{"name":"Patricia C. Parkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1411237355503154,"gpt":0.501951779417508,"spread":0.3608280438671926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02529584,0.002127039,0.003626488,0.01128664,0.005142599,0.004541951,0.006229989,0.003933849,0.0348484],"category_scores_gemma":[0.05157089,0.001338622,0.003128024,0.01284675,0.002316494,0.001774198,0.003764609,0.008694066,0.01038952],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05808957,"about_ca_system_score_gemma":0.3003922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9197983,"about_ca_topic_score_gemma":0.8942035,"domain_scores_codex":[0.9630271,0.003203757,0.00310993,0.001914046,0.02599519,0.002750063],"domain_scores_gemma":[0.9243913,0.004330147,0.002340012,0.001747056,0.06246561,0.004725869],"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":[0.00004313721,0.00003653063,0.002484138,0.001462442,0.0001003913,0.00005603144,0.0002192352,0.0001366939,0.00007556548,0.01144765,0.8915704,0.09236776],"study_design_scores_gemma":[0.00008554246,0.00001856125,0.008606641,0.00375141,0.0000917545,0.00007426523,0.0001155825,0.0001600579,0.00006409236,0.003041788,0.9839289,0.00006141949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001458611,0.1686521,0.01423399,0.1646568,0.03253915,0.01042405,0.1735285,0.001352147,0.4331547],"genre_scores_gemma":[0.03744014,0.3315989,0.08745982,0.08121509,0.009540627,0.02928985,0.2335823,0.001085215,0.1887881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9419104,"threshold_uncertainty_score":0.4214713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976103879","doi":"10.1210/jc.2007-1907","title":"A Case for Clarity, Consistency, and Helpfulness: State-of-the-Art Clinical Practice Guidelines in Endocrinology Using the Grading of Recommendations, Assessment, Development, and Evaluation System","year":2008,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); CLARITY; Guideline; Medicine; Clinical Practice; Consistency (knowledge bases); Helpfulness; Medical education; Psychology; Family medicine; Pathology; Computer science; Social psychology; Engineering","authors":[{"name":"Brian A. Swiglo","is_ca":false},{"name":"M. Hassan Murad","is_ca":false},{"name":"Holger J. Schünemann","is_ca":true},{"name":"Regina Kunz","is_ca":false},{"name":"Robert A. Vigersky","is_ca":false},{"name":"Gordon Guyatt","is_ca":true},{"name":"Víctor M. Montori","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.496746319049253,"gpt":0.5861345456393515,"spread":0.08938822659009849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5973558,0.001896717,0.005279278,0.0203326,0.007731327,0.04046976,0.01232948,0.02876444,0.002877193],"category_scores_gemma":[0.8402503,0.003882977,0.005240785,0.01269244,0.03979289,0.0480298,0.02089392,0.04662456,0.001517254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02260044,"about_ca_system_score_gemma":0.05177277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009439972,"about_ca_topic_score_gemma":0.01379632,"domain_scores_codex":[0.2151548,0.5251486,0.1377309,0.01351483,0.1028215,0.005629351],"domain_scores_gemma":[0.07806266,0.683607,0.04977443,0.04322452,0.1390714,0.006259989],"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":[0.0004002999,0.0001974631,0.007170476,0.02240805,0.0008582702,0.001222772,0.04455765,0.0009361768,0.0007567471,0.2542181,0.2595934,0.4076807],"study_design_scores_gemma":[0.0004795248,0.0003948634,0.004734102,0.1487427,0.001173665,0.003363577,0.01597776,0.004753877,0.001013927,0.3857545,0.4326971,0.0009144534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003082286,0.03975125,0.04648145,0.8890257,0.01377353,0.00079642,0.0001735347,0.0002897635,0.006626064],"genre_scores_gemma":[0.1845097,0.04234018,0.4514568,0.2968892,0.01634879,0.005039725,0.000574293,0.0007890469,0.002052225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4026442,"threshold_uncertainty_score":0.496532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112003434","doi":"10.1016/s0140-6736(07)60675-8","title":"Use of evidence in WHO recommendations","year":2007,"lang":"en","type":"article","venue":"The Lancet","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Documentation; Specialty; Systematic review; Medical education; Public relations; Expert opinion; Sample (material); MEDLINE; Medicine; Psychology; Political science; Family medicine; Computer science","authors":[{"name":"Andrew D Oxman","is_ca":false},{"name":"John N. Lavis","is_ca":true},{"name":"Atle Fretheim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8119270355221043,"gpt":0.5975092241893557,"spread":0.2144178113327486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3930683,0.003553374,0.009129807,0.02520707,0.00372312,0.02489865,0.01125243,0.04222931,0.01330803],"category_scores_gemma":[0.7513092,0.005451405,0.009297245,0.0188637,0.01209063,0.02549834,0.01229122,0.03093637,0.002522622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01560615,"about_ca_system_score_gemma":0.05584576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106832,"about_ca_topic_score_gemma":0.02758228,"domain_scores_codex":[0.3450303,0.4182402,0.1391086,0.008440816,0.08228248,0.006897571],"domain_scores_gemma":[0.1780165,0.6861504,0.04684299,0.02095857,0.0612277,0.006803962],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009058977,0.0003314752,0.009184292,0.08057097,0.00961821,0.00151386,0.01213827,0.002043835,0.000479322,0.1699979,0.3658209,0.347395],"study_design_scores_gemma":[0.001562454,0.0002962793,0.007169299,0.3769195,0.006338087,0.0007971196,0.004272916,0.002297892,0.001170672,0.2208256,0.3778415,0.0005086603],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002403395,0.2074704,0.01421085,0.7045384,0.02608594,0.002222262,0.002449776,0.0001747978,0.04044419],"genre_scores_gemma":[0.1880508,0.2019286,0.1803183,0.3843913,0.02622544,0.008999537,0.003587682,0.0004602319,0.006038147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6069317,"threshold_uncertainty_score":0.7484548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135713189","doi":"10.1186/1741-7015-7-32","title":"Effects of clinical pathways in the joint replacement: a meta-analysis","year":2009,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Jadad scale; Meta-analysis; MEDLINE; CINAHL; Sample size determination; Clinical pathway; Joint replacement; Physical therapy; Cochrane Library; Surgery; Arthroplasty; Internal medicine; Psychological intervention","authors":[{"name":"Alberto Barbieri","is_ca":false},{"name":"Kris Vanhaecht","is_ca":false},{"name":"Pieter Van Herck","is_ca":false},{"name":"Walter Sermeus","is_ca":false},{"name":"Fabrizio Faggiano","is_ca":false},{"name":"S Marchisio","is_ca":false},{"name":"Massimiliano Panella","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.794001724901144,"gpt":0.6187440941164785,"spread":0.1752576307846655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02068118,0.004159486,0.01737561,0.00598084,0.0007897546,0.004369761,0.002760633,0.003440552,0.003680662],"category_scores_gemma":[0.03980337,0.002093718,0.07645834,0.006219553,0.0008425038,0.00215186,0.001546961,0.002832201,0.0003267257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592404,"about_ca_system_score_gemma":0.002677167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006412489,"about_ca_topic_score_gemma":0.007508218,"domain_scores_codex":[0.9832318,0.01129624,0.002239106,0.00157469,0.00115533,0.0005029488],"domain_scores_gemma":[0.9687371,0.02449939,0.003868678,0.001104889,0.001320693,0.0004693259],"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":[0.0067626,0.00005723219,0.005722464,0.04930244,0.9323457,0.0001090232,0.00003680104,0.001340522,0.0001360043,0.00009785173,0.0002001803,0.003889155],"study_design_scores_gemma":[0.001282566,0.0004369996,0.002795771,0.003045961,0.9913259,0.00005664765,0.00001757175,0.0004284515,0.00008458146,0.0001434849,0.0003668056,0.00001519864],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03242508,0.962631,0.002263265,0.0004848312,0.0004198228,0.0005330285,0.0006561527,0.00006827773,0.0005185707],"genre_scores_gemma":[0.5927562,0.395051,0.006862298,0.0009262172,0.0005684882,0.002297042,0.0009425505,0.00006153691,0.0005346644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02068118,"threshold_uncertainty_score":0.1093738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286778172","doi":"10.1186/s12916-016-0580-z","title":"What is a clinical pathway? Refinement of an operational definition to identify clinical pathway studies for a Cochrane systematic review","year":2016,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Medicine; Operationalization; Checklist; Conceptualization; Clinical pathway; Health care; Multidisciplinary approach; Intervention (counseling); Systematic review; Guideline; Health services research; Protocol (science); Quality (philosophy); MEDLINE; Process management; Alternative medicine; Nursing; Computer science; Public health; Pathology; Artificial intelligence","authors":[{"name":"Adegboyega Lawal","is_ca":true},{"name":"Thomas Rotter","is_ca":true},{"name":"Leigh Kinsman","is_ca":false},{"name":"Andreas Machotta","is_ca":false},{"name":"Ulrich Ronellenfitsch","is_ca":false},{"name":"Shannon D. Scott","is_ca":true},{"name":"Donna Goodridge","is_ca":true},{"name":"Christopher Plishka","is_ca":true},{"name":"Gary Groot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7423344501315742,"gpt":0.6783272289022851,"spread":0.06400722122928904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3230673,0.004708902,0.02105257,0.09764878,0.004364087,0.0189419,0.009122063,0.007289716,0.007527733],"category_scores_gemma":[0.6016779,0.004366294,0.02740923,0.0621631,0.007765392,0.02477483,0.01318632,0.006091967,0.001082884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02519138,"about_ca_system_score_gemma":0.07494235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00945292,"about_ca_topic_score_gemma":0.0218309,"domain_scores_codex":[0.4943382,0.2577666,0.1884431,0.01506441,0.04119706,0.003190595],"domain_scores_gemma":[0.3820904,0.4663484,0.06445324,0.02457783,0.05861073,0.003919429],"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":[0.000415116,0.00006355679,0.002212359,0.8798109,0.008925781,0.0002796859,0.003315588,0.00129961,0.0003208093,0.01273506,0.006108655,0.08451287],"study_design_scores_gemma":[0.001369267,0.0002545752,0.003395043,0.9038254,0.0244134,0.0003441119,0.002183814,0.00215245,0.0004952499,0.01672123,0.04459342,0.0002520639],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008938869,0.508024,0.1039997,0.01652566,0.002919613,0.3384691,0.01135894,0.0007861349,0.008977908],"genre_scores_gemma":[0.04773272,0.09830952,0.460694,0.006691979,0.0004028164,0.3810003,0.004318089,0.0002090362,0.0006414623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6769327,"threshold_uncertainty_score":0.8347785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}