{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":323,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":323,"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":"220bf3f397e1","filters":{"venue":"Clinical Microbiology and Infection"}},"results":[{"id":"W3043975336","doi":"10.1016/j.cmi.2020.07.016","title":"Bacterial co-infection and secondary infection in patients with COVID-19: a living rapid review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":1631,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; North York General Hospital; Toronto East General Hospital; Toronto General Hospital; University Health Network; University of Toronto; Public Health Ontario; Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"Department of Medicine, University of Toronto","keywords":"Medicine; Meta-analysis; Internal medicine; Coronavirus disease 2019 (COVID-19); Respiratory tract infections; Antibiotics; Lower respiratory tract infection; Immunology; Respiratory system; Microbiology; Biology; Infectious disease (medical specialty); Disease","authors":[{"name":"Bradley J. Langford","is_ca":true},{"name":"Miranda So","is_ca":true},{"name":"Sumit Raybardhan","is_ca":true},{"name":"Valerie Leung","is_ca":true},{"name":"Duncan Westwood","is_ca":true},{"name":"Derek R. MacFadden","is_ca":true},{"name":"Jean-Paul R. Soucy","is_ca":true},{"name":"Nick Daneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06052042465571036,"gpt":0.3559543460754461,"spread":0.2954339214197357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001146718,0.0005598565,0.004426909,0.0003457811,0.0002848234,0.00003084966,0.00006265158,0.001430891,0.001042311],"category_scores_gemma":[0.0006482663,0.0003812701,0.0007439696,0.0004869644,0.0007637437,0.0001487253,0.0001371265,0.001259694,0.00004602482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006389246,"about_ca_system_score_gemma":0.0001946059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002441489,"about_ca_topic_score_gemma":0.0005387625,"domain_scores_codex":[0.9949588,0.002377123,0.00128093,0.001053334,0.00001674589,0.0003131088],"domain_scores_gemma":[0.9976951,0.001018035,0.0008538503,0.0002595569,0.00006389267,0.0001095456],"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":[0.0007140417,0.001528313,0.2925871,0.07932315,0.2595379,0.00001846652,0.0001765264,5.975547e-7,0.00005489346,0.0001065793,0.006558884,0.3593936],"study_design_scores_gemma":[0.0007988124,0.0008024293,0.02550573,0.0006736004,0.1766173,0.0001054618,9.495314e-7,8.12554e-8,0.000001250517,0.000004542197,0.7950768,0.0004130193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007696469,0.9901594,0.0001009917,0.0001181406,0.0003923075,0.001200142,0.0002138536,0.00006460305,0.00005410924],"genre_scores_gemma":[0.002368828,0.9952266,0.00001491357,0.0009872454,0.00005592854,0.00004433162,0.00116848,0.00002687077,0.0001067558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.788518,"threshold_uncertainty_score":0.9998709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793884909","doi":"10.1016/j.cmi.2018.01.002","title":"Diagnosis and management of Aspergillus diseases: executive summary of the 2017 ESCMID-ECMM-ERS guideline","year":2018,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":1518,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Institute of Infection and Immunity","funders":"Medical Research Council; Centre Hospitalier Universitaire Vaudois; Amplyx; Actelion Pharmaceuticals; European Society of Clinical Microbiology and Infectious Diseases; Cidara Therapeutics; Wellcome Trust; Duke University","keywords":"Posaconazole; Medicine; Voriconazole; Guideline; Intensive care medicine; Bronchoalveolar lavage; Aspergillosis; Caspofungin; Internal medicine; Pathology; Immunology; Dermatology; Antifungal; Lung","authors":[{"name":"Andrew J. Ullmann","is_ca":false},{"name":"José María Aguado","is_ca":false},{"name":"Sevtap Arıkan-Akdağlı","is_ca":false},{"name":"David W. Denning","is_ca":false},{"name":"Andreas H. Groll","is_ca":false},{"name":"Katrien Lagrou","is_ca":false},{"name":"Cornelia Lass‐Flörl","is_ca":false},{"name":"Russell E. Lewis","is_ca":false},{"name":"Paul E. Verweij","is_ca":false},{"name":"Adilia Warris","is_ca":false},{"name":"Florence Ader","is_ca":false},{"name":"Murat Akova","is_ca":false},{"name":"Maiken Cavling Arendrup","is_ca":false},{"name":"Rosemary A. Barnes","is_ca":true},{"name":"Catherine Beigelman‐Aubry","is_ca":false},{"name":"Stijn Blot","is_ca":false},{"name":"Emilio Bouza","is_ca":false},{"name":"Roger J. M. Brüggemann","is_ca":false},{"name":"Dieter Buchheidt","is_ca":false},{"name":"J. Cadranel","is_ca":false},{"name":"Elio Castagnola","is_ca":false},{"name":"Arunaloke Chakrabarti","is_ca":false},{"name":"Manuel Cuenca‐Estrella","is_ca":false},{"name":"Jesús Fortün","is_ca":false},{"name":"Jean‐Pierre Gangneux","is_ca":false},{"name":"Jorge Garbino","is_ca":false},{"name":"Werner Heinz","is_ca":false},{"name":"Raoul Herbrecht","is_ca":false},{"name":"Claus Peter Heußel","is_ca":false},{"name":"C Kibbler","is_ca":false},{"name":"Н Н Климко","is_ca":false},{"name":"Bart Jan Kullberg","is_ca":false},{"name":"Christoph Lange","is_ca":false},{"name":"Thomas Lehrnbecher","is_ca":false},{"name":"Jürgen Löffler","is_ca":false},{"name":"Olivier Lortholary","is_ca":false},{"name":"Johan Maertens","is_ca":false},{"name":"Oscar Marchetti","is_ca":false},{"name":"Jacques F. Meis","is_ca":false},{"name":"Livio Pagano","is_ca":false},{"name":"Patricia Ribaud","is_ca":false},{"name":"Malcolm Richardson","is_ca":false},{"name":"Emmanuel Roilides","is_ca":false},{"name":"Markus Ruhnke","is_ca":false},{"name":"Maurizio Sanguinetti","is_ca":false},{"name":"Donald C. Sheppard","is_ca":true},{"name":"János Sinkó","is_ca":false},{"name":"Anna Skiada","is_ca":false},{"name":"Maria J. G. T. Vehreschild","is_ca":false},{"name":"Claudio Viscoli","is_ca":false},{"name":"Oliver A. Cornely","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03331092991611365,"gpt":0.359223218912677,"spread":0.3259122889965633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827835,0.00008003727,0.0002864,0.00002403314,0.00007464411,0.00000165915,0.0000369527,0.0001434022,0.00003859806],"category_scores_gemma":[0.0002530722,0.0000503616,0.0001098109,0.0000732666,0.001411139,0.0000302317,0.00009579687,0.0001094024,0.000002529283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001172881,"about_ca_system_score_gemma":0.00002268795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003714757,"about_ca_topic_score_gemma":0.00005718248,"domain_scores_codex":[0.9990752,0.0001204362,0.0004587126,0.0002250483,0.00002395386,0.00009663192],"domain_scores_gemma":[0.9992895,0.0001634611,0.000157708,0.0002131926,0.000128347,0.00004780396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004699135,0.0002328867,0.9738033,0.0001649285,0.000146715,0.000001259859,0.00002396914,1.014357e-7,0.003353481,0.0001710005,0.01332648,0.008305982],"study_design_scores_gemma":[0.0008825616,0.0007004468,0.9757907,0.0002326179,0.0002643988,0.000007513343,0.00005223092,0.000006367671,0.00197437,0.0001906334,0.01984375,0.000054452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966666,0.001003365,0.00009387318,0.0004030723,0.000336417,0.0002864774,0.00003432626,0.000008414412,0.001167487],"genre_scores_gemma":[0.9912414,0.007815137,0.0001255918,0.0003868023,0.00008183296,0.000005885768,0.00001694988,0.000003730271,0.0003227024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00825153,"threshold_uncertainty_score":0.5199403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118291996","doi":"10.1016/j.cmi.2020.12.018","title":"Antibiotic prescribing in patients with COVID-19: rapid review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":880,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; North York General Hospital; Toronto East General Hospital; Toronto General Hospital; University Health Network; University of Toronto; Public Health Ontario; Ottawa Hospital; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"University of Toronto","keywords":"Medicine; Odds ratio; Meta-analysis; Antibiotics; Internal medicine; Observational study; Cohort study; Randomized controlled trial; MEDLINE; Antibiotic resistance; Pediatrics","authors":[{"name":"Bradley J. Langford","is_ca":true},{"name":"Miranda So","is_ca":true},{"name":"Sumit Raybardhan","is_ca":true},{"name":"Valerie Leung","is_ca":true},{"name":"Jean-Paul R. Soucy","is_ca":true},{"name":"Duncan Westwood","is_ca":true},{"name":"Nick Daneman","is_ca":true},{"name":"Derek R. MacFadden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1007387761100469,"gpt":0.3722983528381333,"spread":0.2715595767280864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00111443,0.0004903886,0.005815024,0.0002774661,0.0001841368,0.00001716441,0.0001183671,0.001291292,0.0006999799],"category_scores_gemma":[0.0005857138,0.0003036093,0.001111279,0.0006111526,0.0007708113,0.0000672912,0.0001620151,0.001006261,0.00004158721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003992464,"about_ca_system_score_gemma":0.0001904441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000538728,"about_ca_topic_score_gemma":0.0001349058,"domain_scores_codex":[0.9950131,0.002298053,0.001292231,0.001035348,0.00001394189,0.0003473596],"domain_scores_gemma":[0.9978481,0.0008949399,0.0006732342,0.0004267779,0.00008089403,0.0000760375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002028126,0.002418201,0.06956024,0.09711413,0.6256952,0.00004804894,0.00006877606,0.000001441384,0.00001122982,0.0003605062,0.01086632,0.193653],"study_design_scores_gemma":[0.0005490682,0.0002568631,0.001267688,0.001005921,0.346832,0.00005576614,0.000001974611,1.986433e-8,8.693716e-7,0.000002135422,0.6497084,0.0003192593],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003569601,0.9980908,0.00005014682,0.0001345442,0.000212807,0.0009212128,0.0001526236,0.00003184984,0.00004907676],"genre_scores_gemma":[0.0006043885,0.9959946,0.00002942225,0.001449636,0.00001526917,0.00001308224,0.001461133,0.00002159923,0.0004109053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6388421,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1920534944","doi":"10.1111/j.1469-0691.2004.00763.x","title":"Efflux-mediated multiresistance in Gram-negative bacteria","year":2004,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":599,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Efflux; Biology; Stenotrophomonas maltophilia; Pseudomonas aeruginosa; Microbiology; Antimicrobial; Gram-negative bacteria; Stenotrophomonas; Multiple drug resistance; Antibiotic resistance; Acinetobacter baumannii; Bacteria; Drug resistance; Antibiotics; Pseudomonas; Genetics; Escherichia coli; Gene","authors":[{"name":"Keith Poole","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02985894005395124,"gpt":0.356876386466408,"spread":0.3270174464124568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005355859,0.0004186037,0.001243752,0.00009785018,0.00006824297,0.00002228512,0.0001545817,0.001781393,0.00002877301],"category_scores_gemma":[0.001017566,0.0003557998,0.0003332497,0.000161687,0.0006085636,0.000006262335,0.0001396194,0.0005732871,0.00007209778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006904011,"about_ca_system_score_gemma":0.0002366126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002883912,"about_ca_topic_score_gemma":0.0002156925,"domain_scores_codex":[0.9970695,0.0006510578,0.001074674,0.0008566408,0.00001952667,0.0003286494],"domain_scores_gemma":[0.9987327,0.0002796753,0.000494783,0.0003560015,0.00005498344,0.00008186892],"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":[0.001175381,0.00211657,0.07304574,0.02837775,0.002055424,0.00006139955,0.00007089257,0.000003156627,0.03255915,0.0002914506,0.003619954,0.8566231],"study_design_scores_gemma":[0.0009318442,0.000421357,0.009412855,0.00389347,0.000137,0.00007393616,0.000002348611,2.779329e-7,0.0001120781,0.00004278869,0.9844962,0.0004758147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08120926,0.9161217,0.0000770469,0.00001347274,0.001458824,0.0008088736,0.0001546938,0.00002826852,0.0001278131],"genre_scores_gemma":[0.004288256,0.9934947,0.0002901225,0.0000741178,0.000317741,0.00003006968,0.001279797,0.0000407333,0.0001844014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9808763,"threshold_uncertainty_score":0.9998894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1789064953","doi":"10.1111/1469-0691.12144","title":"Incidence of bloodstream infection: a review of population-based studies","year":2013,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Streptococcal Infections and Treatments","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":"Royal Inland Hospital; University of Calgary","funders":"","keywords":"Incidence (geometry); Population; Medicine; Bloodstream infection; Bacteremia; Streptococcus pneumoniae; Mortality rate; Psychological intervention; Demography; Intensive care medicine; Internal medicine; Environmental health; Biology; Antibiotics","authors":[{"name":"Kevin B. Laupland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1464439898177744,"gpt":0.486017523594991,"spread":0.3395735337772166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004686809,0.000299038,0.002746223,0.0001950295,0.00006006583,0.000002618309,0.000031874,0.0005874184,0.0001753936],"category_scores_gemma":[0.001344861,0.0002021574,0.0007747119,0.000349946,0.0003650968,0.00004856902,0.00005181649,0.000390549,0.00003046586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006255107,"about_ca_system_score_gemma":0.0001672186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002937363,"about_ca_topic_score_gemma":0.00002014086,"domain_scores_codex":[0.9973539,0.000402435,0.0016834,0.0003918259,0.00003424017,0.0001342066],"domain_scores_gemma":[0.9970905,0.000987393,0.001158133,0.0003281829,0.0003663843,0.0000694661],"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":[0.00001290009,0.0006519589,0.2325124,0.1315293,0.001328229,0.000001483112,0.000001871425,1.5761e-7,0.000005363848,0.00003239495,0.0006985259,0.6332254],"study_design_scores_gemma":[0.001303608,0.003192747,0.03288085,0.2790775,0.00991364,0.0004185491,0.00000115131,0.000001698209,0.00003234962,0.00006065777,0.6727675,0.0003497741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008737563,0.9890008,0.00001155052,0.00002811696,0.0005539954,0.001507468,0.00002979379,0.00003298197,0.00009771961],"genre_scores_gemma":[0.001155848,0.9978192,0.0001254906,0.0001250127,0.000121853,0.0001909686,0.0003842446,0.0000164754,0.00006087684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.672069,"threshold_uncertainty_score":0.8243738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966899975","doi":"10.1111/1469-0691.12363","title":"Carbapenem resistance and mortality in patients with Acinetobacter baumannii infection: systematic review and meta-analysis","year":2013,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":304,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Acinetobacter baumannii; Medicine; Odds ratio; Confounding; Meta-analysis; Carbapenem; Internal medicine; Antimicrobial; Observational study; Intensive care medicine; Mortality rate; Drug resistance; Antibiotics; Microbiology; Biology; Pseudomonas aeruginosa; Bacteria","authors":[{"name":"Elkin Lemos","is_ca":false},{"name":"Fernando de la Hoz","is_ca":false},{"name":"Thomas R. Einarson","is_ca":true},{"name":"William F. McGhan","is_ca":false},{"name":"Elkin Lucena Quevedo","is_ca":false},{"name":"Carolina Castañeda","is_ca":false},{"name":"Kosuke Kawai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04888783179304706,"gpt":0.3520941482370568,"spread":0.3032063164440097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007874588,0.0004382618,0.003997639,0.0001014826,0.00007150671,0.00003672511,0.00007601484,0.0007350898,0.00004001805],"category_scores_gemma":[0.0002268071,0.0002763295,0.0005125498,0.0002235394,0.0003689908,0.00001516267,0.0001255968,0.0003283856,0.000005266419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001859672,"about_ca_system_score_gemma":0.00003627711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003247416,"about_ca_topic_score_gemma":0.0005484489,"domain_scores_codex":[0.9966258,0.001037603,0.001249869,0.0008484231,0.00003253883,0.000205812],"domain_scores_gemma":[0.9983842,0.00011921,0.0007812627,0.0005169467,0.0001191473,0.0000792307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00005138066,0.0002466184,0.3357932,0.5643109,0.09791601,0.000002113931,0.000005270288,1.566331e-7,0.000009812234,0.00002135309,0.0005379188,0.001105299],"study_design_scores_gemma":[0.000700072,0.0006110746,0.1756256,0.01273476,0.7112898,0.00003543538,0.000001080475,1.728757e-7,0.000002303678,0.00001046084,0.0980363,0.00095289],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0593027,0.93878,0.00001976102,0.00001346903,0.00007460959,0.00170003,0.00006437823,0.000008510472,0.00003651866],"genre_scores_gemma":[0.003984749,0.9946694,0.00004729586,0.0002139342,0.00003631369,0.0001202593,0.0005677989,0.00002203603,0.0003381958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6133738,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221049296","doi":"10.1016/j.cmi.2022.03.015","title":"Staphylococcus aureus bacteraemia mortality: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":294,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; University Health Network; University of Toronto; Hamilton Health Sciences; Queen's University; McMaster University; McMaster University Medical Centre; McGill University; Impact","funders":"Fonds de Recherche du Québec - Santé; McMaster University","keywords":"Medicine; Staphylococcus aureus; Meta-analysis; Internal medicine; Systematic review; Mortality rate; Observational study; Bacteremia; Staphylococcal infections; Methicillin-resistant Staphylococcus aureus; MEDLINE; Microbiology; Antibiotics; Biology","authors":[{"name":"Anthony D. Bai","is_ca":true},{"name":"Carson K. L. Lo","is_ca":true},{"name":"Adam S. Komorowski","is_ca":true},{"name":"Mallika Suresh","is_ca":true},{"name":"Kevin Guo","is_ca":true},{"name":"Akhil Garg","is_ca":true},{"name":"Pranav Tandon","is_ca":true},{"name":"Julien Senécal","is_ca":true},{"name":"Olivier Del Corpo","is_ca":true},{"name":"Isabella Stefanova","is_ca":true},{"name":"Clare Fogarty","is_ca":true},{"name":"Guillaume Butler‐Laporte","is_ca":true},{"name":"Emily G. McDonald","is_ca":true},{"name":"Matthew P. Cheng","is_ca":true},{"name":"Andrew M. Morris","is_ca":true},{"name":"Mark Loeb","is_ca":true},{"name":"Todd C. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1652574820128931,"gpt":0.4351402921734728,"spread":0.2698828101605797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002602832,0.0006927688,0.01435077,0.0003849125,0.000211131,0.00003357751,0.000146081,0.0008872724,0.001544718],"category_scores_gemma":[0.00135201,0.0004613428,0.004704569,0.000897546,0.000519326,0.0000623329,0.0002627541,0.001529696,0.00004157663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096115,"about_ca_system_score_gemma":0.0001986899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003213713,"about_ca_topic_score_gemma":0.00004471985,"domain_scores_codex":[0.9934242,0.00222172,0.002775754,0.001140473,0.00007473955,0.000363112],"domain_scores_gemma":[0.995654,0.001549713,0.001539812,0.0009374695,0.0001079397,0.0002110258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001232319,0.0001501152,0.0001798886,0.7558834,0.2398639,0.00002589684,0.000005273101,3.416907e-8,0.000003920933,0.00002723191,0.001216586,0.002631444],"study_design_scores_gemma":[0.0001168694,0.0001799027,0.00003670867,0.007586675,0.6061603,0.0001172108,0.000001257236,1.612282e-7,1.556158e-7,0.000005463198,0.3855462,0.0002491148],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001038659,0.9949865,0.00003757612,0.00009623912,0.0001962491,0.003990445,0.0003741084,0.00007491262,0.0001401589],"genre_scores_gemma":[0.00003957468,0.9954434,0.00004832969,0.002299676,0.00007523765,0.0006248652,0.0007416947,0.00004657356,0.0006806391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7482967,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127585723","doi":"10.1111/j.1469-0691.2012.03903.x","title":"The changing epidemiology of Staphylococcus aureus bloodstream infection: a multinational population-based surveillance study","year":2012,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Jubilee Hospital; Université de Sherbrooke; Island Health; University of Calgary","funders":"","keywords":"Incidence (geometry); Epidemiology; Staphylococcus aureus; Medicine; Population; Staphylococcal infections; Methicillin-resistant Staphylococcus aureus; Bacteremia; Demography; Pediatrics; Internal medicine; Environmental health; Antibiotics; Biology; Microbiology","authors":[{"name":"Kevin B. Laupland","is_ca":true},{"name":"Outi Lyytikäinen","is_ca":false},{"name":"M. Sgaard","is_ca":false},{"name":"Karina Kennedy","is_ca":false},{"name":"Jenny Dahl Knudsen","is_ca":false},{"name":"Christian Østergaard","is_ca":true},{"name":"John C. Galbraith","is_ca":true},{"name":"Louis Valiquette","is_ca":true},{"name":"Gunnar Jacobsson","is_ca":false},{"name":"Peter Collignon","is_ca":false},{"name":"H.C. Schnheyder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04286256670951441,"gpt":0.3755762399087957,"spread":0.3327136731992814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00337797,0.0001760411,0.0005444737,0.0001400536,0.0003398489,0.000004033526,0.00004892394,0.0003052171,0.00003047141],"category_scores_gemma":[0.003492202,0.0001251768,0.0001851153,0.0002796302,0.0004476805,0.00006608768,0.00005434815,0.0003903822,0.00001063242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005154281,"about_ca_system_score_gemma":0.00006519497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002071107,"about_ca_topic_score_gemma":0.0002759204,"domain_scores_codex":[0.9974521,0.0008905771,0.0009141869,0.0002999159,0.00003943914,0.0004038087],"domain_scores_gemma":[0.995492,0.003442732,0.0004813773,0.0002647333,0.0002159242,0.0001031902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003093227,0.0007487454,0.9933899,0.00003261134,0.0001240376,4.453287e-7,0.00004127004,0.00001960226,0.001559671,0.0002193317,0.000167374,0.003387689],"study_design_scores_gemma":[0.001484612,0.0007474649,0.9940846,0.00003730546,0.00007434552,0.00001348336,0.00002622141,0.00007780386,0.0002395468,0.00004467081,0.00305598,0.0001139452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963214,0.0006500893,0.0008520908,0.0003347198,0.001025541,0.0006767989,0.00001799043,0.00005234168,0.0000690231],"genre_scores_gemma":[0.9986035,0.0001915376,0.0002194313,0.0003497703,0.0004562709,0.00003685254,0.0000739376,0.00001344733,0.00005524626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003273744,"threshold_uncertainty_score":0.5104561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1865098884","doi":"10.1111/j.1469-0691.2012.03968.x","title":"Seasonality of viral infections: mechanisms and unknowns","year":2012,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":256,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Seasonality; Biology; Context (archaeology); Vector (molecular biology); Ecology; Confounding; Host (biology); Environmental health; Medicine","authors":[{"name":"David N. Fisman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4342758383625199,"gpt":0.5235439139229578,"spread":0.08926807556043798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003036132,0.0003431739,0.00237492,0.00003562752,0.000152774,0.00000642025,0.00007103293,0.001248789,0.00007086329],"category_scores_gemma":[0.006133787,0.0002328706,0.0004828914,0.0001258501,0.0007073164,0.00005836406,0.0003366715,0.0007409697,0.00002241791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004867958,"about_ca_system_score_gemma":0.00004720085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003748845,"about_ca_topic_score_gemma":0.00003601888,"domain_scores_codex":[0.9962606,0.001619388,0.001346658,0.0004839999,0.00002246621,0.0002668521],"domain_scores_gemma":[0.989106,0.009675199,0.0008164015,0.000236963,0.00007067433,0.00009477205],"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":[0.00001955224,0.0006650023,0.01645362,0.01435181,0.0007987777,6.194587e-7,0.00001659158,3.30736e-8,0.00001537848,0.05412102,0.0007364614,0.9128211],"study_design_scores_gemma":[0.0002143839,0.000459471,0.002172031,0.001104287,0.001501069,0.00007140471,0.000001325101,6.721255e-7,0.0000013924,0.05628723,0.937921,0.0002656929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003140349,0.992934,0.002208591,0.00004394517,0.0007983717,0.0006014665,0.00007183942,0.0000814005,0.0001200211],"genre_scores_gemma":[0.001554623,0.9973155,0.000625073,0.0001067033,0.0002356137,0.00005586991,0.00003755076,0.00001712591,0.00005191546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9371846,"threshold_uncertainty_score":0.9631807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311908261","doi":"10.1016/j.cmi.2022.12.006","title":"Antibiotic resistance associated with the COVID-19 pandemic: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Ottawa Hospital; Sunnybrook Health Science Centre; North York General Hospital; University of Ottawa; University of Toronto; Public Health Ontario","funders":"World Health Organization","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Antibiotic resistance; Antibiotics; Virology; Medicine; Betacoronavirus; Meta-analysis; Intensive care medicine; Microbiology; Biology; Infectious disease (medical specialty); Internal medicine; Outbreak; Disease","authors":[{"name":"Bradley J. Langford","is_ca":true},{"name":"Jean‐Paul Soucy","is_ca":true},{"name":"Valerie Leung","is_ca":true},{"name":"Miranda So","is_ca":true},{"name":"Angela T.H. Kwan","is_ca":true},{"name":"Jacob S. Portnoff","is_ca":false},{"name":"Silvia Bertagnolio","is_ca":false},{"name":"Sumit Raybardhan","is_ca":true},{"name":"Derek R. MacFadden","is_ca":true},{"name":"Nick Daneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1517564772818678,"gpt":0.3914638513504929,"spread":0.2397073740686252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003956276,0.0005709361,0.007475355,0.0001766652,0.0007929738,0.00002588744,0.0002877862,0.001030092,0.0006940273],"category_scores_gemma":[0.00191827,0.0002753462,0.001705541,0.0008047774,0.001410647,0.00004545705,0.0002068441,0.001482924,0.00004255497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009238217,"about_ca_system_score_gemma":0.0002171323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003128084,"about_ca_topic_score_gemma":0.0007085003,"domain_scores_codex":[0.990366,0.006808914,0.001484185,0.0009421636,0.00002609941,0.000372602],"domain_scores_gemma":[0.9921956,0.005339161,0.001689099,0.0006517893,0.00005775768,0.00006657671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004632788,0.0002542637,0.0004197681,0.5119026,0.4788434,0.00001563796,0.00004627227,2.485159e-7,0.000003686297,0.0001958963,0.007611138,0.0006607052],"study_design_scores_gemma":[0.000168416,0.0001167941,0.00001142638,0.002842183,0.5106868,0.0002845967,0.000007010292,1.754659e-8,7.493013e-8,0.000006005315,0.4856416,0.0002349968],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002734586,0.9967991,0.00005716768,0.000474881,0.0001620917,0.002012166,0.0002977699,0.00008594448,0.00008355462],"genre_scores_gemma":[0.0002355753,0.9890113,0.000003805064,0.00380181,0.00001285351,0.0001058024,0.0007462296,0.00002823824,0.00605437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5090604,"threshold_uncertainty_score":0.9999699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1945589614","doi":"10.1111/j.1469-0691.2008.02089.x","title":"Incidence, risk factors and outcomes of Escherichia coli bloodstream infections in a large Canadian region","year":2008,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":219,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Medicine; Population; Incidence (geometry); Cefazolin; Bacteremia; Ciprofloxacin; Epidemiology; Internal medicine; Risk factor; Ampicillin; Intensive care medicine; Antibiotics; Microbiology; Biology; Environmental health","authors":[{"name":"Kevin B. Laupland","is_ca":true},{"name":"Daniel B. Gregson","is_ca":true},{"name":"Deirdre L. Church","is_ca":true},{"name":"Terry Ross","is_ca":true},{"name":"Johann Pitout","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01543008165079009,"gpt":0.2848807309725336,"spread":0.2694506493217435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002286082,0.0001161684,0.0002503076,0.00007879115,0.0001222246,0.000003782507,0.00003757791,0.0004047851,0.000006867445],"category_scores_gemma":[0.0005375068,0.00009917987,0.00006208115,0.00008801476,0.0003961264,0.000007348384,0.00004468313,0.0001844288,0.00000135313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206379,"about_ca_system_score_gemma":0.00008860317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01190968,"about_ca_topic_score_gemma":0.07401979,"domain_scores_codex":[0.9990162,0.0001867525,0.0003431047,0.0002669088,0.00001064299,0.0001764258],"domain_scores_gemma":[0.9995095,0.00008286192,0.0001487882,0.0001413067,0.00003687627,0.00008062681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000020775,0.00009818307,0.9836553,0.000005804519,0.00004091221,0.000001530149,0.00002211078,9.114373e-7,0.01590475,0.00002777968,0.0001393998,0.00008250993],"study_design_scores_gemma":[0.000534179,0.0003807297,0.9932038,0.00001006992,0.00001925973,0.00004189435,0.00001596703,0.000003324675,0.00201144,0.00002453324,0.003653836,0.0001009613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992316,0.0001257597,0.00009335214,0.00002870698,0.0002336694,0.0001314171,0.00003092946,0.000006249103,0.0001182514],"genre_scores_gemma":[0.996695,0.003006302,0.00005992168,0.00008815672,0.00003679517,0.000002537085,0.00005377945,0.000006953524,0.00005050981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06211011,"threshold_uncertainty_score":0.9946701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2195265155","doi":"10.1016/j.cmi.2015.11.010","title":"Escherichia coli and urinary tract infections: the role of poultry-meat","year":2015,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":214,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Biology; Escherichia coli; Pathogenic Escherichia coli; Microbiology; Genetics; Gene","authors":[{"name":"Amee R. Manges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08098283511241065,"gpt":0.3544779774107964,"spread":0.2734951422983857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241473,0.0002732622,0.001239589,0.0000197054,0.0001742474,0.00001521574,0.0001273744,0.001066909,0.00005948584],"category_scores_gemma":[0.000407628,0.00008911236,0.0003223947,0.000207869,0.0006027182,0.00005447331,0.0001458568,0.0006538872,0.00002498716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001326372,"about_ca_system_score_gemma":0.00003136515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127806,"about_ca_topic_score_gemma":0.00003115096,"domain_scores_codex":[0.9970549,0.001423006,0.0008354442,0.0004439851,0.00002096194,0.000221684],"domain_scores_gemma":[0.9969849,0.002248682,0.0005101631,0.00009646312,0.00006450633,0.00009531566],"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":[0.00001762048,0.0004154372,0.05254894,0.0001487213,0.00009706592,7.619721e-7,0.000008675926,3.710511e-8,0.0003998293,0.0001249959,0.0004117393,0.9458262],"study_design_scores_gemma":[0.00008963088,0.001552441,0.0192836,0.000239838,0.000275544,0.0003961213,0.00002307958,6.639541e-7,0.000002234382,0.0004570879,0.9775074,0.0001724169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2677603,0.7310769,3.9522e-7,0.00006245588,0.0003931905,0.0003262451,0.00004998097,0.00002829899,0.0003022244],"genre_scores_gemma":[0.01360015,0.9855241,0.000006100271,0.0001395642,0.000452248,0.00003019215,0.0001803355,0.000002204253,0.00006509865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770956,"threshold_uncertainty_score":0.8228976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096119943","doi":"10.1016/j.cmi.2020.10.036","title":"Efficacy and safety of tocilizumab in COVID-19 patients: a living systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Tocilizumab; Medicine; Meta-analysis; Internal medicine; Relative risk; Randomized controlled trial; Placebo; MEDLINE; Observational study; Systematic review; Confidence interval; Disease; Pathology","authors":[{"name":"Imad M. Tleyjeh","is_ca":false},{"name":"Zakariya Kashour","is_ca":true},{"name":"Moussab Damlaj","is_ca":false},{"name":"Muhammad Riaz","is_ca":false},{"name":"Haytham Tlayjeh","is_ca":false},{"name":"Mustafa Altannir","is_ca":false},{"name":"Youssef Altannir","is_ca":false},{"name":"Mohamad Al‐Tannir","is_ca":false},{"name":"Rana Tleyjeh","is_ca":false},{"name":"Leslie C. Hassett","is_ca":false},{"name":"Tarek Kashour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1706239523955411,"gpt":0.5034767520046011,"spread":0.3328527996090599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00398609,0.0003727525,0.01179122,0.000285536,0.00007720701,0.00001030295,0.0000794857,0.0005823423,0.0001008948],"category_scores_gemma":[0.166497,0.0002296598,0.001457897,0.000729861,0.0006736055,0.00004560293,0.0004176774,0.0009252933,0.000007413812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114792,"about_ca_system_score_gemma":0.0002790605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005151754,"about_ca_topic_score_gemma":0.00004244323,"domain_scores_codex":[0.9930637,0.002858475,0.00296916,0.0008219004,0.00006747372,0.0002192754],"domain_scores_gemma":[0.961468,0.0366131,0.001051037,0.0003914856,0.0001533297,0.0003229785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00007523456,0.0002697502,0.00188101,0.9288293,0.05601908,0.000004853015,0.0000246353,1.267392e-7,1.250166e-7,0.00001025031,0.00008412419,0.01280158],"study_design_scores_gemma":[0.001412633,0.001396167,0.001528539,0.05652133,0.8278447,0.0000171604,0.000002894205,0.000003008015,1.693827e-8,0.00001280685,0.1110015,0.0002591961],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006391507,0.9949,0.00006228186,0.0008559223,0.0000339666,0.003967906,0.00008413824,0.00001999215,0.00001180967],"genre_scores_gemma":[0.0007930865,0.9961945,0.00002284521,0.002638474,0.00002258776,0.0001861453,0.00008761886,0.00001400569,0.00004067484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8723079,"threshold_uncertainty_score":0.9365255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1908365728","doi":"10.1111/1469-0691.12409","title":"Improvement in the outcome of invasive fusariosis in the last decade","year":2013,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Astellas Pharma; Pfizer","keywords":"Fusariosis; Medicine; Amphotericin B; Voriconazole; Internal medicine; Hazard ratio; Neutropenia; Gastroenterology; Amphotericin B deoxycholate; Surgery; Caspofungin; Chemotherapy; Confidence interval; Biology; Antifungal; Dermatology","authors":[{"name":"Márcio Nucci","is_ca":false},{"name":"Kieren A. Marr","is_ca":false},{"name":"Maria J. G. T. Vehreschild","is_ca":false},{"name":"Cármino Antônio De Souza","is_ca":false},{"name":"E. Velasco","is_ca":false},{"name":"Paola Cappellano","is_ca":false},{"name":"Fabianne Carlesse","is_ca":false},{"name":"Flávio Queiroz‐Telles","is_ca":false},{"name":"Donald C. Sheppard","is_ca":true},{"name":"A. J. Kindo","is_ca":false},{"name":"Simone Cesaro","is_ca":false},{"name":"Nelson Hamerschlak","is_ca":false},{"name":"Cristiana Solza","is_ca":false},{"name":"Werner Heinz","is_ca":false},{"name":"M. Schaller","is_ca":false},{"name":"Ângelo Atalla","is_ca":false},{"name":"Sevtap Arıkan-Akdağlı","is_ca":false},{"name":"Hartmut Bertz","is_ca":false},{"name":"Cláudio Galvão de Castro","is_ca":false},{"name":"Raoul Herbrecht","is_ca":false},{"name":"Martin Hoenigl","is_ca":false},{"name":"Georg Härter","is_ca":false},{"name":"Emil Hermansen","is_ca":false},{"name":"Andreas Josting","is_ca":false},{"name":"Livio Pagano","is_ca":false},{"name":"Mauro José Costa Salles","is_ca":false},{"name":"Sherif B. Mossad","is_ca":false},{"name":"Alessandro C. Pasqualotto","is_ca":false},{"name":"Vitória Emily Santana De Araújo","is_ca":false},{"name":"Peter F. Troke","is_ca":false},{"name":"Olivier Lortholary","is_ca":false},{"name":"O.A. Comely","is_ca":false},{"name":"E. Anaissie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04457420720864806,"gpt":0.3552363082832211,"spread":0.310662101074573,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160526,0.00006099533,0.0002113757,0.00003391083,0.00002995832,0.000004482576,0.00005190345,0.0001619554,0.00004279725],"category_scores_gemma":[0.0007509342,0.00002984006,0.00006893542,0.0001061465,0.0002568906,0.00003694811,0.00002178944,0.0003472062,0.00001752356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338824,"about_ca_system_score_gemma":0.00002111617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003465819,"about_ca_topic_score_gemma":0.002397301,"domain_scores_codex":[0.9990148,0.0002521429,0.0004564793,0.0001486033,0.00002020669,0.0001077552],"domain_scores_gemma":[0.9988862,0.0008267426,0.00007996259,0.0001568956,0.0000355587,0.00001466681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004636957,0.0002328707,0.9709558,0.0000298823,0.000008860408,8.002086e-7,0.0001739753,1.303943e-7,0.02504397,0.00008073384,0.0003003975,0.003126205],"study_design_scores_gemma":[0.0006265487,0.0006241832,0.9968511,0.00002390595,0.00001699946,0.000008911745,0.0002958639,0.000001956313,0.0006754944,0.0002500045,0.0005942461,0.00003072547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975444,0.00007581916,0.00001441916,0.001469958,0.0000945052,0.000429084,0.000001730913,0.000003057308,0.0003670029],"genre_scores_gemma":[0.9965067,0.0002734863,0.00001263452,0.003116253,0.00003815665,0.00002298563,0.000008199464,0.000001832311,0.00001973119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02589535,"threshold_uncertainty_score":0.1508458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221096196","doi":"10.1016/j.cmi.2022.03.014","title":"Exposure to World Health Organization's AWaRe antibiotics and isolation of multidrug resistant bacteria: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":179,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McGill University","funders":"Washington University in St. Louis; World Health Organization","keywords":"Isolation (microbiology); Antibiotics; Antibiotic resistance; Multiple drug resistance; Intensive care medicine; Meta-analysis; Medicine; Biology; Microbiology; Internal medicine","authors":[{"name":"Giorgia Sulis","is_ca":true},{"name":"Sena Sayood","is_ca":false},{"name":"Shashi Katukoori","is_ca":false},{"name":"Neha Bollam","is_ca":false},{"name":"Ige George","is_ca":false},{"name":"Lauren Yaeger","is_ca":false},{"name":"Miguel A. Chavez","is_ca":false},{"name":"Emmanuel Tetteh","is_ca":false},{"name":"Sindhu Yarrabelli","is_ca":false},{"name":"Céline Pulcini","is_ca":false},{"name":"Stephan Harbarth","is_ca":false},{"name":"Dominik Mertz","is_ca":true},{"name":"Mike Sharland","is_ca":false},{"name":"Lorenzo Moja","is_ca":false},{"name":"Benedikt Huttner","is_ca":false},{"name":"Sumanth Gandra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06679570400999817,"gpt":0.3592336755443561,"spread":0.2924379715343579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001616725,0.0004076688,0.006359004,0.0003828311,0.0003244582,0.00001595863,0.0001176112,0.0005441312,0.0003796555],"category_scores_gemma":[0.000633826,0.0002831741,0.000633367,0.0009665785,0.0003224493,0.00005244883,0.0002337397,0.0005703269,0.00001484997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003952567,"about_ca_system_score_gemma":0.0001009363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005341194,"about_ca_topic_score_gemma":0.0002027687,"domain_scores_codex":[0.9943718,0.002610474,0.002039682,0.0007201306,0.0000188525,0.0002390812],"domain_scores_gemma":[0.9968419,0.001034246,0.001528307,0.0004229113,0.0001128521,0.00005978435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004476396,0.0003379961,0.0008799083,0.8718493,0.121967,0.000002707259,0.0001262325,5.626915e-7,0.0002480169,0.0002129218,0.001464885,0.002865735],"study_design_scores_gemma":[0.000491982,0.001109324,0.0005234656,0.01764657,0.7625664,0.0002184063,0.00003635631,4.936916e-7,0.00001911089,0.000007340651,0.2166655,0.0007150525],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002404975,0.9968128,0.0002623622,0.000255927,0.0002397634,0.001741617,0.0004071256,0.00003277449,0.000007094988],"genre_scores_gemma":[0.002217058,0.9952479,0.0001151287,0.0006497679,0.00001428862,0.000007642951,0.001027909,0.00002742338,0.0006928558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8542027,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037622635","doi":"10.1016/j.cmi.2020.06.024","title":"Validation of a commercially available SARS-CoV-2 serological immunoassay","year":2020,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":174,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Hôpitaux Universitaires de Genève","keywords":"Immunoassay; Serology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Medicine; Betacoronavirus; Antibody; Immunology; Infectious disease (medical specialty); Pathology; Outbreak; Disease","authors":[{"name":"Benjamin Meyer","is_ca":false},{"name":"Giulia Torriani","is_ca":false},{"name":"Sabine Yerly","is_ca":false},{"name":"Léna Mazza","is_ca":false},{"name":"Antoanella Calame","is_ca":false},{"name":"Isabelle Arm‐Vernez","is_ca":false},{"name":"Gert Zimmer","is_ca":false},{"name":"Thomas Agoritsas","is_ca":true},{"name":"Jérôme Stirnemann","is_ca":false},{"name":"Hervé Spechbach","is_ca":false},{"name":"I Guessous","is_ca":false},{"name":"Silvia Stringhini","is_ca":false},{"name":"Jérôme Pugin","is_ca":false},{"name":"P Roux‐Lombard","is_ca":false},{"name":"Lionel Fontao","is_ca":false},{"name":"Claire‐Anne Siegrist","is_ca":false},{"name":"Isabella Eckerle","is_ca":false},{"name":"Nicolas Vuilleumier","is_ca":false},{"name":"Laurent Kaiser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1307601285823658,"gpt":0.4037328854155202,"spread":0.2729727568331544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007548649,0.0001155895,0.0004407397,0.00005276073,0.0000694435,0.00000878535,0.00006189061,0.0004433747,0.00004596277],"category_scores_gemma":[0.0009686037,0.00009217414,0.0001431755,0.0001780562,0.0004071677,0.00006245545,0.00009607773,0.0004971622,0.0002706326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001691085,"about_ca_system_score_gemma":0.00009630606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006748961,"about_ca_topic_score_gemma":0.000008134936,"domain_scores_codex":[0.9985993,0.0003190368,0.0005323448,0.0003236427,0.00003683079,0.000188845],"domain_scores_gemma":[0.9992067,0.0003434471,0.0001294532,0.0001507892,0.0001419694,0.00002763726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006444148,0.0001765487,0.323541,0.00004558172,0.00005743031,0.000002350762,0.00002646578,5.324441e-8,0.6710527,0.00004440307,0.002862633,0.001546496],"study_design_scores_gemma":[0.002433423,0.003591109,0.0442402,0.00003248618,0.00009002879,0.00007719069,0.000007187098,0.00008196578,0.7334391,0.0001066823,0.2157772,0.0001234434],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959185,0.0001534116,0.0002990244,0.00135354,0.0002005571,0.0002630683,0.000006487894,0.00005645955,0.001748955],"genre_scores_gemma":[0.9451242,0.00006761979,0.00009305726,0.05447966,0.0001871536,0.00000833499,0.00002147755,0.000008548491,0.000009947496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2793007,"threshold_uncertainty_score":0.3758752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105239955","doi":"10.1111/j.1469-0691.2011.03555.x","title":"Guidelines on interferon-γ release assays for tuberculosis infection: concordance, discordance or confusion?","year":2011,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Heart Institute","funders":"","keywords":"Medicine; Tuberculin; Concordance; Tuberculosis; Latent tuberculosis; Immunology; Mycobacterium tuberculosis; Intensive care medicine; Internal medicine; Pathology","authors":[{"name":"Claudia M. Denkinger","is_ca":false},{"name":"Keertan Dheda","is_ca":false},{"name":"Madhukar Pai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2500559664941246,"gpt":0.4979210656096015,"spread":0.2478650991154769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002056198,0.0006249278,0.003321455,0.0003026547,0.0002409189,0.0000182419,0.000122617,0.001703486,0.0003570699],"category_scores_gemma":[0.008772009,0.0003862538,0.001131792,0.0002545978,0.0007591513,0.00008481463,0.0001694043,0.001541954,0.0002675831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260984,"about_ca_system_score_gemma":0.000410073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195838,"about_ca_topic_score_gemma":0.000219957,"domain_scores_codex":[0.9948485,0.001076579,0.00226759,0.001170508,0.00003953381,0.0005972316],"domain_scores_gemma":[0.995001,0.002973394,0.0006752301,0.0005764068,0.0004165526,0.0003574496],"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":[0.001984005,0.0004837287,0.003272992,0.005860636,0.0008341434,0.000009923499,0.000004626565,2.223858e-7,0.00002018699,0.0005366627,0.08148208,0.9055108],"study_design_scores_gemma":[0.001431574,0.008352074,0.0007745211,0.006972219,0.001158996,0.0008358728,0.00000138804,0.00001560063,0.000006894681,0.0001048564,0.9799634,0.000382669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003351687,0.9858218,0.0009924662,0.001054552,0.003862319,0.003308626,0.0002475723,0.000186812,0.001174093],"genre_scores_gemma":[0.0001785924,0.9918759,0.0004122745,0.002845807,0.001712107,0.0005650723,0.0007817689,0.00006623847,0.001562191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9051281,"threshold_uncertainty_score":0.9998589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030119576","doi":"10.1016/j.cmi.2020.05.024","title":"Diagnostic accuracy of serum (1-3)-β-D-glucan for Pneumocystis jirovecii pneumonia: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity; McGill University Health Centre; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Meta-analysis; Medicine; Internal medicine; Pneumonia; Human immunodeficiency virus (HIV); Immunology","authors":[{"name":"Olivier Del Corpo","is_ca":true},{"name":"Guillaume Butler‐Laporte","is_ca":true},{"name":"Donald C. Sheppard","is_ca":true},{"name":"Matthew P. Cheng","is_ca":true},{"name":"Emily G. McDonald","is_ca":true},{"name":"Todd C. Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1076936335749448,"gpt":0.4167767705825977,"spread":0.3090831370076529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.000985686,0.0007381315,0.01477505,0.000334809,0.0001331915,0.00002293786,0.0001093347,0.0008223644,0.00008968174],"category_scores_gemma":[0.007063245,0.0004802813,0.004485887,0.0006775709,0.0003216319,0.00006685338,0.0001329887,0.0006740047,0.00003043965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008055368,"about_ca_system_score_gemma":0.0001699545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613347,"about_ca_topic_score_gemma":0.00002746891,"domain_scores_codex":[0.994585,0.001018009,0.002938419,0.001071768,0.00006678844,0.0003199525],"domain_scores_gemma":[0.9895467,0.007375432,0.001978106,0.0006004993,0.0001914705,0.0003078469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002364284,0.000282389,0.0001625765,0.7979779,0.1842833,0.00002200251,0.000008148411,1.018185e-7,0.00001632125,0.00004488801,0.00009160497,0.01708711],"study_design_scores_gemma":[0.000539124,0.001396345,0.0002928436,0.01593676,0.8815453,0.001320768,0.00000170439,0.000003069143,0.000003533819,0.00001614821,0.09861445,0.0003299305],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008592853,0.9910711,0.0001254088,0.0007416508,0.0002058898,0.006706012,0.000973916,0.00007086703,0.00001923942],"genre_scores_gemma":[0.003016568,0.9941744,0.00006977128,0.0008221113,0.00007488873,0.001265849,0.0002891969,0.00005194933,0.0002353199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7820411,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122351745","doi":"10.1016/j.cmi.2021.01.011","title":"The role of asymptomatic and pre-symptomatic infection in SARS-CoV-2 transmission—a living systematic review","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":145,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"University of St Andrews","keywords":"Asymptomatic; Medicine; Contact tracing; Transmission (telecommunications); Confidence interval; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Index case; Pediatrics; Attack rate; Coronavirus disease 2019 (COVID-19); Internal medicine; Epidemiology; Infectious disease (medical specialty); Disease","authors":[{"name":"Xueting Qiu","is_ca":false},{"name":"Ali İhsan Nergiz","is_ca":false},{"name":"Alberto Enrico Maraolo","is_ca":false},{"name":"Isaac I. Bogoch","is_ca":true},{"name":"Nicola Low","is_ca":false},{"name":"Müge Çevik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1734195767565397,"gpt":0.4731646484531518,"spread":0.2997450716966121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006917515,0.0004615671,0.005056196,0.0001086411,0.0002118133,0.00002287291,0.0001418491,0.0008424288,0.000008578293],"category_scores_gemma":[0.0302717,0.0002585035,0.0006765817,0.0003505062,0.0004401843,0.00006492106,0.0002402859,0.0008146305,0.000007065486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008774272,"about_ca_system_score_gemma":0.00008726003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005675059,"about_ca_topic_score_gemma":0.0001123446,"domain_scores_codex":[0.9898884,0.005579593,0.003595984,0.0005793764,0.00005234083,0.0003043154],"domain_scores_gemma":[0.9626011,0.03517867,0.001651743,0.0004320198,0.00008985616,0.00004661914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003249996,0.00019463,0.002184836,0.8684206,0.0004944521,9.528385e-7,0.00005012792,5.347457e-8,0.00001432492,0.0006724788,0.0001742791,0.12779],"study_design_scores_gemma":[0.0001889186,0.0003227851,0.0006807356,0.9058326,0.004080543,0.0002097336,0.000007518119,0.0000376235,0.000005141088,0.005365745,0.08284323,0.0004253678],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003015736,0.9939076,0.0002416759,0.00005801379,0.0002039272,0.002463597,0.000006182447,0.00005816518,0.00004513127],"genre_scores_gemma":[0.0004974178,0.9987306,0.0001156015,0.0001817323,0.00004587365,0.0003725592,0.00001059574,0.00002510642,0.00002052215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1273647,"threshold_uncertainty_score":0.9999867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101189647","doi":"10.1016/j.cmi.2020.11.005","title":"Neurologic manifestations associated with COVID-19: a multicentre registry","year":2020,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Medicine; Interquartile range; Encephalitis; Encephalopathy; Internal medicine; Pneumonia; Pleocytosis; Magnetic resonance imaging; Retrospective cohort study; Guillain-Barre syndrome; Pediatrics; Cerebrospinal fluid; Radiology; Immunology","authors":[{"name":"Elodie Meppiel","is_ca":false},{"name":"Nathan Peiffer‐Smadja","is_ca":false},{"name":"Alexandra Maury","is_ca":false},{"name":"Virginie Desestret","is_ca":false},{"name":"Lucas Gorza","is_ca":false},{"name":"Geoffroy Hautecloque-Raysz","is_ca":false},{"name":"Sophie Landré","is_ca":false},{"name":"Solène Moulin","is_ca":false},{"name":"Peggy Perrin","is_ca":false},{"name":"Paul Petitgas","is_ca":false},{"name":"François SellaI","is_ca":false},{"name":"Pierre Tattevin","is_ca":false},{"name":"T. de Broucker","is_ca":false},{"name":"Sophie Abgrall","is_ca":false},{"name":"Fanny Alby‐Laurent","is_ca":false},{"name":"Thibault Allou","is_ca":false},{"name":"Joséphine Amevigbe","is_ca":false},{"name":"Hanifa Amarguellay","is_ca":false},{"name":"N. Alloussi","is_ca":false},{"name":"Guillaume Baille","is_ca":false},{"name":"Mathilde Barbaz","is_ca":false},{"name":"Lamia Bencherif","is_ca":false},{"name":"Samia Bensaadi","is_ca":false},{"name":"Guillaume Béraud","is_ca":false},{"name":"Alexandra Bizot","is_ca":false},{"name":"Laure Bottin","is_ca":false},{"name":"Fabrice Bruneel","is_ca":false},{"name":"Jean‐Philippe Camdessanché","is_ca":false},{"name":"J. Chauffier","is_ca":false},{"name":"Jean-Philippe Csajaghy","is_ca":false},{"name":"Chloé De Broucker","is_ca":false},{"name":"Luc Defebvre","is_ca":false},{"name":"Elodie Dembloque","is_ca":false},{"name":"Nathalie Derache","is_ca":false},{"name":"Olivier Dereeper","is_ca":false},{"name":"Céline Derollez","is_ca":false},{"name":"Cécile Descotes-Genon","is_ca":false},{"name":"Mathilde Devaux","is_ca":false},{"name":"Lydie Dubuc","is_ca":false},{"name":"Gilles Edan","is_ca":false},{"name":"Andréa Fickl","is_ca":false},{"name":"Thibault Fraisse","is_ca":false},{"name":"Michel Gugenheim","is_ca":false},{"name":"Karolina Hankiewicz","is_ca":true},{"name":"Yves Hansmann","is_ca":false},{"name":"Carole Henry","is_ca":false},{"name":"Stéphanie Jobard","is_ca":false},{"name":"F. Jouan","is_ca":false},{"name":"Arnaud Kwiatkowski","is_ca":false},{"name":"Thibault Lalu","is_ca":false},{"name":"Johan Leguilloux","is_ca":false},{"name":"C Lejeune","is_ca":false},{"name":"Clémence Liegeois","is_ca":false},{"name":"Sophie Mahy","is_ca":false},{"name":"Jonathan Marey","is_ca":false},{"name":"Laure Michel","is_ca":false},{"name":"Rita De Mitri","is_ca":false},{"name":"Chloé Moulin","is_ca":false},{"name":"Asma Omarjee","is_ca":false},{"name":"Canan Özsancak","is_ca":false},{"name":"Fernando Pico","is_ca":false},{"name":"Marie Poupard","is_ca":false},{"name":"Valérie Rabier","is_ca":false},{"name":"Camille Rizzato","is_ca":false},{"name":"Caroline Roos","is_ca":false},{"name":"Julien Saison","is_ca":false},{"name":"N. Sayre","is_ca":false},{"name":"Nicolas Sedillot","is_ca":false},{"name":"François Sellal","is_ca":false},{"name":"Jérôme Servan","is_ca":false},{"name":"Caroline Storey","is_ca":false},{"name":"Laurent Suchet","is_ca":false},{"name":"Paul Tarteret","is_ca":false},{"name":"Mathilde Thiébaut","is_ca":false},{"name":"Claudia Vaduva","is_ca":false},{"name":"David Varlan","is_ca":false},{"name":"Virginie Zarrouk","is_ca":false},{"name":"Adrien Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04232408149633202,"gpt":0.3554534813871602,"spread":0.3131293998908282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000331666,0.0001448073,0.0003273087,0.00003899195,0.0001468421,0.00001240636,0.00004535161,0.0003739785,0.00009898438],"category_scores_gemma":[0.01418439,0.0001097187,0.00008607851,0.0001440396,0.0004088133,0.00006093063,0.0000451649,0.0005217388,0.00005075229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004524508,"about_ca_system_score_gemma":0.0001974002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002882075,"about_ca_topic_score_gemma":0.00005319856,"domain_scores_codex":[0.9986143,0.0004032164,0.0003397462,0.000419492,0.00002701211,0.0001962764],"domain_scores_gemma":[0.9971085,0.00205314,0.0002018388,0.0001513062,0.00006770725,0.0004174949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001233458,0.0003265514,0.9829423,0.0001897616,0.0001533528,0.0002483416,0.0001303938,0.00004755021,0.009036778,0.00008839129,0.005181565,0.0004214838],"study_design_scores_gemma":[0.01146878,0.00821195,0.9375831,0.00008292361,0.0006914281,0.001118458,0.00003955709,0.0006403937,0.0002565666,0.000166834,0.0393918,0.0003481684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674858,0.00006207253,0.001783979,0.02949034,0.0001943696,0.0005524072,0.00002047619,0.0002224242,0.0001881174],"genre_scores_gemma":[0.9436025,0.00007781384,0.0001646834,0.05569833,0.0001569931,0.00001373642,0.0001954328,0.00001209701,0.00007840654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04535924,"threshold_uncertainty_score":0.9941195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1859615369","doi":"10.1111/j.1469-0691.2009.03108.x","title":"Clostridium difficile in food–-innocent bystander or serious threat?","year":2009,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Clostridium difficile; Food poisoning; Disease; Pathogen; Ingestion; Biology; Food microbiology; Medicine; Microbiology; Environmental health; Antibiotics; Bacteria; Pathology; Internal medicine","authors":[{"name":"J. Scott Weese","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1150721738217798,"gpt":0.4265082564782406,"spread":0.3114360826564608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001023047,0.0006399737,0.003081132,0.0004670161,0.0001261759,0.00003629111,0.0001373368,0.002293438,0.0003160498],"category_scores_gemma":[0.0009375317,0.00043892,0.0007161553,0.0006876712,0.0003961784,0.0000540986,0.0001684337,0.002545898,0.0001637604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950353,"about_ca_system_score_gemma":0.0008225511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003399344,"about_ca_topic_score_gemma":0.0001529593,"domain_scores_codex":[0.9956241,0.0006817323,0.001825657,0.001067957,0.00009035338,0.0007102061],"domain_scores_gemma":[0.9976265,0.001065066,0.0003687923,0.0005363558,0.0001256502,0.0002775801],"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":[0.0005727099,0.001130731,0.0004131994,0.004019348,0.0003114081,0.0001095522,0.00001128152,1.683349e-7,0.0001194845,0.00003226007,0.003752271,0.9895276],"study_design_scores_gemma":[0.002147371,0.005053944,0.0002912054,0.004926228,0.0005912504,0.001584226,0.000006757364,0.000002562112,0.0001458534,0.00002042027,0.9847746,0.0004555448],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03663551,0.9595937,0.000008159545,0.0002406121,0.0007392725,0.001871915,0.0001076879,0.0001052268,0.0006978852],"genre_scores_gemma":[0.003087186,0.9944822,0.00002625095,0.0002399775,0.0007620105,0.00007396001,0.0005362881,0.00005694352,0.0007352236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989072,"threshold_uncertainty_score":0.9998063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1891829030","doi":"10.1111/j.1469-0691.2010.03282.x","title":"Diagnosing infections—current and anticipated technologies for point-of-care diagnostics and home-based testing","year":2010,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":136,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Point-of-care testing; Health care; Point of care; Medicine; Risk analysis (engineering); Intensive care medicine; Population; Business; Nursing; Pathology; Economic growth; Environmental health","authors":[{"name":"Luc Bissonnette","is_ca":true},{"name":"Michel G. Bergeron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06187004241830591,"gpt":0.3563196982045608,"spread":0.2944496557862549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663514,0.0002721496,0.0009708159,0.0002014584,0.0001308482,0.00002755223,0.00003536445,0.001101042,0.000001199235],"category_scores_gemma":[0.002118908,0.0002247068,0.0001534285,0.0001971503,0.0004623164,0.00004530364,0.00005014125,0.0008375408,0.000001164358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801713,"about_ca_system_score_gemma":0.00002009738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003581492,"about_ca_topic_score_gemma":0.00001468892,"domain_scores_codex":[0.9987165,0.00007812431,0.0006680558,0.000331143,0.00001275254,0.0001934294],"domain_scores_gemma":[0.9964479,0.003097737,0.0001849413,0.0001247313,0.00009827603,0.00004639512],"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":[0.000003284712,0.00003887499,0.003943926,0.007578017,0.00004282046,2.815502e-7,0.000003126727,0.000002931793,0.00007547245,0.00002405268,0.00003176212,0.9882554],"study_design_scores_gemma":[0.001060023,0.002006805,0.002764171,0.01254261,0.002098304,0.0001302597,0.00001582804,0.001774826,0.0003534852,0.0004144618,0.9758822,0.0009570485],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03423464,0.9621198,0.001386312,0.00001142743,0.001292233,0.0005666444,0.00009078982,0.000290076,0.000008029408],"genre_scores_gemma":[0.02846562,0.970925,0.0003340472,0.00000536008,0.0001149305,0.00005422706,0.00007240895,0.00002779568,5.951433e-7],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9872984,"threshold_uncertainty_score":0.9163279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2552922113","doi":"10.1016/j.cmi.2016.11.007","title":"Addressing vaccine hesitancy: the crucial role of healthcare providers","year":2016,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Health care; Context (archaeology); Psychological intervention; Vaccination; Medicine; Business; Population; Family medicine; Nursing; Public relations; Environmental health; Immunology; Political science; Geography","authors":[{"name":"Ève Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05790066570724087,"gpt":0.3796873125550938,"spread":0.3217866468478529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008541925,0.00006219892,0.0001768939,0.00002634031,0.0003837079,0.00001045624,0.00006918744,0.0002149473,0.0000992615],"category_scores_gemma":[0.0006425335,0.00003418363,0.00007458667,0.00007980318,0.000110408,0.0001316827,0.00003107938,0.0001262885,0.00001412501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000020695,"about_ca_system_score_gemma":0.000103281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006090637,"about_ca_topic_score_gemma":0.00380156,"domain_scores_codex":[0.9988163,0.0004976551,0.0003229129,0.0001735141,0.00002121244,0.0001684537],"domain_scores_gemma":[0.9990484,0.0005581498,0.0001568105,0.0001012962,0.00008890578,0.00004648982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001132878,0.00005885315,0.8181394,0.0000131243,0.00002760444,4.231163e-7,0.0007756835,7.066747e-8,0.01464798,0.007230144,0.002278643,0.1567148],"study_design_scores_gemma":[0.001324532,0.000622628,0.7331859,0.000183215,0.00005296337,0.00001025138,0.0004572851,0.000001233051,0.002044982,0.01555947,0.2463676,0.0001899013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798408,0.001231813,0.0001236675,0.01719562,0.0005602745,0.0002010303,0.000005124464,0.000030541,0.0008111848],"genre_scores_gemma":[0.9973557,0.001447469,0.0000176401,0.0005271701,0.0004986853,0.000004808187,0.000001390661,0.000003877567,0.0001432701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244089,"threshold_uncertainty_score":0.295121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211757920","doi":"10.1016/j.cmi.2021.10.022","title":"Estimating daily antibiotic harms: an umbrella review with individual study meta-analysis","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Shaver Health and Rehabilitation Centre; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Public Health Ontario; Sinai Health System; Sunnybrook Health Science Centre; University of Toronto; University Health Network; Toronto East General Hospital; Health Sciences Centre","funders":"","keywords":"Medicine; Meta-analysis; Intensive care medicine; Antibiotics; MEDLINE; Internal medicine; Biology; Microbiology","authors":[{"name":"Jennifer Curran","is_ca":true},{"name":"Jennifer Lo","is_ca":true},{"name":"Valerie Leung","is_ca":true},{"name":"Kevin A. Brown","is_ca":true},{"name":"Kevin L. Schwartz","is_ca":true},{"name":"Nick Daneman","is_ca":true},{"name":"Gary Garber","is_ca":true},{"name":"Julie H. Wu","is_ca":true},{"name":"Bradley J. Langford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1853544816567044,"gpt":0.4302434737019412,"spread":0.2448889920452368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002602491,0.0007696797,0.007806654,0.0002790121,0.000413607,0.00005255995,0.0003294169,0.001436835,0.0007959256],"category_scores_gemma":[0.0002961144,0.0004709472,0.002244691,0.0008955701,0.0007813473,0.0001197225,0.0002436526,0.001638187,0.0002017123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002411703,"about_ca_system_score_gemma":0.0002314109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006298397,"about_ca_topic_score_gemma":0.0002578076,"domain_scores_codex":[0.9912196,0.004730259,0.001965929,0.001572126,0.00003161083,0.0004805081],"domain_scores_gemma":[0.9966013,0.0009780048,0.001283298,0.0008955232,0.0001681748,0.00007362664],"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":[0.00004937717,0.003460184,0.003511239,0.02147791,0.7226819,0.00009060996,0.00008693842,0.000003022318,0.00002473416,0.00004880988,0.00433534,0.2442299],"study_design_scores_gemma":[0.0004691581,0.001270226,0.0002423098,0.003509929,0.6136321,0.000491831,0.00002432357,3.798983e-7,0.000003602281,0.000001478528,0.3797835,0.0005711294],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00104322,0.996437,0.0001662174,0.00003340252,0.0007795186,0.001213092,0.0001583357,0.00008999872,0.00007927378],"genre_scores_gemma":[0.0007169814,0.9950852,0.0002978664,0.0004429976,0.0001093012,0.00002654609,0.002524543,0.00004666571,0.0007499074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3754481,"threshold_uncertainty_score":0.9998595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956090080","doi":"10.1016/j.cmi.2019.06.030","title":"Impact of vaccination on antibiotic usage: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"Wellcome Trust","keywords":"Meta-analysis; Vaccination; Medicine; Systematic review; Antibiotics; MEDLINE; Intensive care medicine; Virology; Microbiology; Biology; Internal medicine","authors":[{"name":"B.S. Buckley","is_ca":false},{"name":"Nicholas Henschke","is_ca":false},{"name":"Hanna Bergman","is_ca":false},{"name":"Becky Skidmore","is_ca":false},{"name":"Elizabeth J. Klemm","is_ca":false},{"name":"Gemma Villanueva","is_ca":false},{"name":"Chantelle Garritty","is_ca":true},{"name":"Mical Paul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181095804499619,"gpt":0.4394767502348718,"spread":0.3213671697849099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001746648,0.0004682753,0.008257599,0.0005414878,0.0001185058,0.00001317619,0.0001375371,0.001161767,0.0006457359],"category_scores_gemma":[0.001131385,0.0002774439,0.003468505,0.0006505276,0.000137416,0.00006536893,0.0001073117,0.000709786,0.0002157816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004794007,"about_ca_system_score_gemma":0.0001149328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000368316,"about_ca_topic_score_gemma":0.000007171142,"domain_scores_codex":[0.9940155,0.003297534,0.001837583,0.0006000042,0.0000127684,0.0002366634],"domain_scores_gemma":[0.9953378,0.00233689,0.001562698,0.0005604838,0.0001767722,0.0000253261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004630828,0.0004785937,0.0002324147,0.5661856,0.4184104,8.034684e-7,0.00001074495,7.539165e-7,0.00004556074,0.0002018867,0.0007681214,0.01361883],"study_design_scores_gemma":[0.0003685671,0.001272287,0.001098168,0.007920733,0.9682201,0.0002217679,9.694583e-7,3.881767e-7,0.000004362245,0.000004407827,0.02056405,0.000324261],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000365571,0.9970134,0.00001836933,0.00002895919,0.0002196267,0.002016499,0.000256127,0.00002477593,0.00005660892],"genre_scores_gemma":[0.00294347,0.995031,0.000004327319,0.00009947969,0.00000873067,0.00004938939,0.0006291946,0.0000199859,0.001214435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5582649,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1520396871","doi":"10.1111/j.1469-0691.2011.03574.x","title":"Chorioamnionitis: from pathogenesis to treatment","year":2011,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Chorioamnionitis; Ureaplasma urealyticum; Medicine; Mycoplasmataceae; Mollicutes; Intensive care medicine; Pregnancy; Immunology; Mycoplasma; Microbiology; Biology; Fetus","authors":[{"name":"Marie Czikk","is_ca":true},{"name":"Fergus P. McCarthy","is_ca":false},{"name":"Kellie E. Murphy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1007942195137028,"gpt":0.3880389446609526,"spread":0.2872447251472498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000180041,0.0003884473,0.00185491,0.0001419254,0.00009831134,0.00001311646,0.00005631034,0.001163054,0.0003700826],"category_scores_gemma":[0.0001536479,0.0002776706,0.0006357537,0.0001220053,0.0001512206,0.00003128004,0.0000684499,0.000376152,0.0007256386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009205833,"about_ca_system_score_gemma":0.0001659334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001771425,"about_ca_topic_score_gemma":0.00005510533,"domain_scores_codex":[0.9978595,0.0003502998,0.0008264779,0.000683432,0.00001559837,0.0002646515],"domain_scores_gemma":[0.9987658,0.0002891492,0.0002213597,0.0003638384,0.00005159131,0.0003082958],"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":[0.00005379762,0.0001618148,0.002503637,0.0004206561,0.0003598023,0.00001459732,0.00001486378,1.252292e-9,0.00001369405,0.00001524154,0.0005129889,0.9959289],"study_design_scores_gemma":[0.0006040926,0.002125082,0.003804106,0.002482125,0.00189514,0.0004022541,0.000001187867,5.257488e-8,0.000007230511,0.00002931653,0.988393,0.000256413],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004692839,0.991505,0.00003632111,0.0000297095,0.001745413,0.0008729319,0.000346422,0.00009030611,0.0006810572],"genre_scores_gemma":[0.0002009824,0.9964049,0.0001701884,0.0003557676,0.001140661,0.0001535455,0.00115758,0.00003516367,0.000381162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956725,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292622345","doi":"10.1016/j.cmi.2022.08.009","title":"The WHO essential medicines list AWaRe book: from a list to a quality improvement system","year":2022,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":126,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Ottawa Hospital; Health Canada","funders":"World Health Organization","keywords":"Antibiotics; Broad spectrum; Antibiotic resistance; Medicine; Intensive care medicine; Quality (philosophy); Resistance (ecology); Biology; Microbiology; Combinatorial chemistry","authors":[{"name":"Veronica Zanichelli","is_ca":true},{"name":"Loice Achieng Ombajo","is_ca":false},{"name":"Joel Bazira","is_ca":false},{"name":"Bernadette Cappello","is_ca":false},{"name":"Ronald Chitatanga","is_ca":false},{"name":"Pem Chuki","is_ca":false},{"name":"Sumanth Gandra","is_ca":false},{"name":"Haileyesus Getahun","is_ca":false},{"name":"Stephan Harbarth","is_ca":false},{"name":"Mark Loeb","is_ca":true},{"name":"Marc Mendelson","is_ca":false},{"name":"Lorenzo Moja","is_ca":false},{"name":"Céline Pulcini","is_ca":false},{"name":"Hatim Sati","is_ca":false},{"name":"Evelina Tacconelli","is_ca":false},{"name":"Mei Zeng","is_ca":false},{"name":"Benedikt Huttner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01558607760032039,"gpt":0.3148127835453116,"spread":0.2992267059449912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001128107,0.0001701104,0.000413505,0.00004024794,0.001423538,0.00001868195,0.0001779162,0.0002768846,0.0003448826],"category_scores_gemma":[0.0001747083,0.0001152753,0.000144277,0.000106015,0.0005874599,0.00003625276,0.0003373986,0.0005913552,0.00008075952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005990489,"about_ca_system_score_gemma":0.00005315107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174301,"about_ca_topic_score_gemma":0.0007404577,"domain_scores_codex":[0.9975191,0.000948116,0.0007225886,0.0004871351,0.00001935472,0.0003037129],"domain_scores_gemma":[0.9985824,0.0007505267,0.0002530653,0.0003104277,0.00006265729,0.00004091385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002422369,0.0005542389,0.07966019,0.0001166298,0.001024603,0.00001114623,0.0005745892,0.000005301566,0.7493706,0.003203437,0.1448039,0.01825291],"study_design_scores_gemma":[0.002252921,0.00169761,0.03242164,0.00009435054,0.0001614574,0.00009016397,0.001340832,0.000007580625,0.01134709,0.00009986911,0.950145,0.0003414825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986719,0.004053363,0.0004754756,0.00239619,0.00539453,0.000411348,0.0001830563,0.0000910219,0.0002759794],"genre_scores_gemma":[0.993947,0.0005262333,0.000004863755,0.002394045,0.0002587154,0.00003675188,0.0001927137,0.00001085625,0.00262884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8053411,"threshold_uncertainty_score":0.9998765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2929590973","doi":"10.1016/j.cmi.2019.03.010","title":"Cefazolin versus anti-staphylococcal penicillins for the treatment of patients with Staphylococcus aureus bacteraemia","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"Bundesministerium für Bildung und Forschung","keywords":"Cefazolin; Medicine; Flucloxacillin; Staphylococcus aureus; Internal medicine; Staphylococcal infections; Clinical endpoint; Meta-analysis; Antibiotics; Randomized controlled trial; Microbiology; Biology","authors":[{"name":"Sebastian Weis","is_ca":false},{"name":"Miriam Kesselmeier","is_ca":false},{"name":"Joshua S. Davis","is_ca":false},{"name":"Andrew M. Morris","is_ca":true},{"name":"Shinwon Lee","is_ca":false},{"name":"André Scherag","is_ca":false},{"name":"Stefan Hagel","is_ca":false},{"name":"Mathias W. Pletz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0809919815391215,"gpt":0.386137379769246,"spread":0.3051453982301245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003385219,0.0006309432,0.00300791,0.0001630008,0.0001668372,0.00001833889,0.0001450054,0.001158359,0.00004937238],"category_scores_gemma":[0.0002380406,0.0003383702,0.001184253,0.000240322,0.0008738154,0.00004599895,0.00004905793,0.0005530925,0.00003255508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858879,"about_ca_system_score_gemma":0.0004314879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001955224,"about_ca_topic_score_gemma":0.00004337081,"domain_scores_codex":[0.9970322,0.0002539241,0.001390234,0.0008163517,0.00005983136,0.0004474433],"domain_scores_gemma":[0.994574,0.003256538,0.001006066,0.000696725,0.0003461526,0.0001204943],"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":[0.006440078,0.002686646,0.03303322,0.009000551,0.004033391,0.000003625664,0.00005414721,0.000002610496,0.00009571332,0.00005790772,0.001595796,0.9429963],"study_design_scores_gemma":[0.006868862,0.00934204,0.009344206,0.001935055,0.005096058,0.000004759298,0.000005103213,0.000002329617,0.00002338834,0.000002312319,0.9670337,0.0003421992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1242099,0.8650568,0.0002263239,0.00003661028,0.002405768,0.006775699,0.001180558,0.00004862242,0.00005966473],"genre_scores_gemma":[0.004685023,0.9929208,0.000150124,0.00005760582,0.0004731192,0.0001798188,0.001309928,0.00007254281,0.0001510584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9654379,"threshold_uncertainty_score":0.9999068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786639886","doi":"10.1016/j.cmi.2018.01.030","title":"ESCMID Study Group for Infections in Compromised Hosts (ESGICH) Consensus Document on the safety of targeted and biological therapies: an infectious diseases perspective (Immune checkpoint inhibitors, cell adhesion inhibitors, sphingosine-1-phosphate receptor modulators and proteasome inhibitors)","year":2018,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Sphingosine-1-phosphate; Immune system; Perspective (graphical); Immunology; Medicine; Biology; Sphingosine; Internal medicine; Receptor","authors":[{"name":"Gil Redelman‐Sidi","is_ca":false},{"name":"Olivier Michielin","is_ca":false},{"name":"Carlos Cervera","is_ca":true},{"name":"Camillo Ribi","is_ca":false},{"name":"José María Aguado","is_ca":false},{"name":"Mario Fernández‐Ruiz","is_ca":false},{"name":"Oriol Manuel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03306650589934367,"gpt":0.3372703608189124,"spread":0.3042038549195687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002163053,0.0007576877,0.002341144,0.0004689947,0.0006041957,0.00005104631,0.00009815959,0.001359339,0.00002708984],"category_scores_gemma":[0.001365754,0.0004602745,0.0005687879,0.0005193247,0.001996502,0.0001012436,0.0002203387,0.001352068,0.000006358838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678268,"about_ca_system_score_gemma":0.0001903121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003546093,"about_ca_topic_score_gemma":0.00005337729,"domain_scores_codex":[0.9936571,0.002318801,0.002127167,0.001303896,0.0001037369,0.0004893534],"domain_scores_gemma":[0.9957241,0.002108832,0.001074456,0.000470089,0.0003210094,0.0003014812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02559176,0.08562441,0.5463125,0.02369053,0.01003332,0.00008028781,0.005617602,0.00001043734,0.03044361,0.002706939,0.002772353,0.2671163],"study_design_scores_gemma":[0.07552392,0.2176681,0.1931983,0.05860669,0.01330104,0.0009636024,0.004573098,0.0001001772,0.004393699,0.004821812,0.4200876,0.006761902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.608571,0.3844838,0.000001792602,0.00007907486,0.0007688958,0.005854503,0.0001533206,0.00007522712,0.00001232676],"genre_scores_gemma":[0.5105178,0.4883332,0.00001569276,0.00004277545,0.0004051901,0.0003945951,0.0002330547,0.0000466463,0.00001105636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4173152,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391692785","doi":"10.1016/j.cmi.2024.02.003","title":"WHO's essential medicines and AWaRe: recommendations on first- and second-choice antibiotics for empiric treatment of clinical infections","year":2024,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre; Impact","funders":"Department of Health and Social Care; National Institute for Health and Care Research; World Health Organization","keywords":"Antibiotics; Medicine; Intensive care medicine; Antibiotic resistance; Antimicrobial stewardship; Prioritization; Essential medicines; Public health; Business; Nursing; Process management","authors":[{"name":"Lorenzo Moja","is_ca":false},{"name":"Veronica Zanichelli","is_ca":false},{"name":"Dominik Mertz","is_ca":true},{"name":"Sumanth Gandra","is_ca":false},{"name":"Bernadette Cappello","is_ca":false},{"name":"Graham Cooke","is_ca":false},{"name":"Pem Chuki","is_ca":false},{"name":"Stephan Harbarth","is_ca":false},{"name":"Céline Pulcini","is_ca":false},{"name":"Marc Mendelson","is_ca":false},{"name":"Evelina Tacconelli","is_ca":false},{"name":"Loice Achieng Ombajo","is_ca":false},{"name":"Ronald Chitatanga","is_ca":false},{"name":"Mei Zeng","is_ca":false},{"name":"Monica Imi","is_ca":false},{"name":"Christelle Elias","is_ca":false},{"name":"Per Ashorn","is_ca":false},{"name":"Annamaria Marata","is_ca":false},{"name":"Sarah Paulin","is_ca":false},{"name":"Arno Müller","is_ca":false},{"name":"Awa Aïdara‐Kane","is_ca":false},{"name":"Teodora Wi","is_ca":false},{"name":"Wilson Were","is_ca":false},{"name":"Elizabeth Tayler","is_ca":false},{"name":"Albert Figueras","is_ca":false},{"name":"Carmem Pessoa Da Silva","is_ca":false},{"name":"Catharina Van Weezenbeek","is_ca":false},{"name":"Nicola Magrini","is_ca":false},{"name":"Mike Sharland","is_ca":false},{"name":"Benedikt Huttner","is_ca":false},{"name":"Mark Loeb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0981946472205295,"gpt":0.454365140317601,"spread":0.3561704930970715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006505304,0.0004393857,0.002228486,0.0002309948,0.0003716606,0.00001808307,0.00006486711,0.001854084,0.00007884674],"category_scores_gemma":[0.0004868617,0.0002967436,0.0005258416,0.0001550078,0.001314789,0.00004800326,0.00008447382,0.0006312626,0.00003557509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002563078,"about_ca_system_score_gemma":0.0001193158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003435337,"about_ca_topic_score_gemma":0.0005314528,"domain_scores_codex":[0.9966552,0.0005908377,0.001659257,0.0008181077,0.000009874127,0.000266677],"domain_scores_gemma":[0.9946498,0.004323535,0.0006255208,0.0002616755,0.00008087184,0.00005854773],"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":[0.0002207732,0.0020829,0.01656181,0.01434597,0.004937782,0.000004048209,0.000103192,1.424245e-7,0.00009550238,0.0009098631,0.03936809,0.9213699],"study_design_scores_gemma":[0.001384227,0.003706409,0.001309299,0.003487963,0.003024949,0.0001824876,0.000009424266,0.000001840895,0.00003364725,0.00004643914,0.9865454,0.0002679017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01808039,0.973648,0.000116424,0.0005139985,0.005804822,0.00109235,0.0005920507,0.00006288687,0.00008907991],"genre_scores_gemma":[0.005655939,0.9917911,0.00002881324,0.0001065236,0.0004712767,0.00001157433,0.0006969882,0.0000328662,0.001204953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9471773,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109580214","doi":"10.1111/j.1469-0691.2009.02801.x","title":"Spondylodiscitis due to Propionibacterium acnes: report of twenty-nine cases and a review of the literature","year":2009,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"Swiss Society for Infectious Diseases","keywords":"Spondylodiscitis; Propionibacterium acnes; Medicine; Surgery; Epidural abscess; Back pain; Abscess; Discitis; Radiological weapon; Vertebral osteomyelitis; Osteomyelitis; Magnetic resonance imaging; Dermatology; Pathology; Acne; Radiology","authors":[{"name":"İlker Uçkay","is_ca":false},{"name":"Aurélien Dinh","is_ca":false},{"name":"Laetitia Vauthey","is_ca":false},{"name":"Nathalie Asseray","is_ca":true},{"name":"N Passuti","is_ca":true},{"name":"Martin Rottman","is_ca":false},{"name":"J. Biziragusenyuka","is_ca":false},{"name":"A. Riché","is_ca":false},{"name":"Peter Rohner","is_ca":false},{"name":"Daniel Wendling","is_ca":false},{"name":"S. Mammou","is_ca":false},{"name":"Richard Stern","is_ca":false},{"name":"Pierre Hoffmeyer","is_ca":false},{"name":"Louis Bernard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02985382628345931,"gpt":0.3749943691177318,"spread":0.3451405428342725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005710991,0.0002624197,0.00203248,0.0001056565,0.00006407693,0.000007230829,0.00004796947,0.0005381394,0.00006481923],"category_scores_gemma":[0.001763851,0.000144966,0.000667879,0.0003631325,0.0002750144,0.00003339064,0.00009675357,0.0004667708,0.000002975036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002569838,"about_ca_system_score_gemma":0.0001746193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001860494,"about_ca_topic_score_gemma":0.000007893398,"domain_scores_codex":[0.9977213,0.0004005919,0.001284138,0.0004153991,0.00003441135,0.0001441748],"domain_scores_gemma":[0.9982323,0.0003074213,0.0007395261,0.000390551,0.0002298082,0.000100412],"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":[0.00009381388,0.0005735391,0.008948017,0.2043939,0.0005283699,0.0002282933,0.00002247288,9.98909e-9,0.00006577565,0.00004808884,0.005110575,0.7799872],"study_design_scores_gemma":[0.0002574354,0.001111012,0.01082848,0.1559317,0.002459652,0.02824974,7.285654e-7,2.556129e-8,0.000009131838,0.000009378764,0.8010014,0.0001412692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02193694,0.9754976,0.000001758423,0.0003394035,0.0005396719,0.001396645,0.0001456842,0.00001509505,0.000127184],"genre_scores_gemma":[0.001101291,0.9971742,0.00002153368,0.0008841665,0.0002349108,0.0000348405,0.0003344168,0.00001422937,0.0002004348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7958908,"threshold_uncertainty_score":0.5911543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2778088481","doi":"10.1016/j.cmi.2017.12.005","title":"How to: diagnose infection caused by Clostridium difficile","year":2017,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Sanofi Pasteur; bioMérieux; Astellas Pharma; European Society of Clinical Microbiology and Infectious Diseases; GenePOC; Pfizer","keywords":"Clostridium difficile; Clostridium Infections; Microbiology; Medicine; Clostridiaceae; Clostridium; Intensive care medicine; Virology; Biology; Bacteria; Antibiotics","authors":[{"name":"C. Gateau","is_ca":false},{"name":"Jeanne Couturier","is_ca":false},{"name":"John Coia","is_ca":false},{"name":"Frédéric Barbut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1315172842226103,"gpt":0.4378006563124652,"spread":0.3062833720898549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000976374,0.0007166251,0.003016433,0.000389759,0.0004755455,0.0002023896,0.0001888974,0.002260085,0.0001401515],"category_scores_gemma":[0.003098235,0.0005708013,0.001028562,0.0003113452,0.0005700195,0.0001196209,0.0003527081,0.002141707,0.0003593322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002651063,"about_ca_system_score_gemma":0.0004201845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989492,"about_ca_topic_score_gemma":0.00009753171,"domain_scores_codex":[0.9961039,0.0006001542,0.001187768,0.001291611,0.0001064586,0.0007101436],"domain_scores_gemma":[0.9966235,0.0009696455,0.0006315003,0.0009801909,0.0002305121,0.0005646899],"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":[0.00009282152,0.0006678527,0.000985306,0.003593178,0.0004884303,0.00002635197,0.000007300967,3.482282e-8,0.001116166,0.000008736322,0.07952065,0.9134932],"study_design_scores_gemma":[0.001072645,0.001991188,0.000169123,0.003227456,0.001268811,0.0003256928,0.000001908349,0.000001053128,0.0009154165,0.000003360903,0.9905084,0.0005148799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03119447,0.9619359,0.00004312313,0.0009201881,0.002407591,0.002453954,0.0003748291,0.0001789897,0.0004909468],"genre_scores_gemma":[0.00240033,0.9898599,0.00001082942,0.0001995069,0.001648028,0.0002282566,0.001387221,0.00008789507,0.004178031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9129783,"threshold_uncertainty_score":0.9996743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1903136768","doi":"10.1111/j.1469-0691.2011.03600.x","title":"Clonal dissemination of Klebsiella pneumoniae ST258 harbouring KPC-2 in Argentina","year":2011,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":111,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital; Toronto Public Health","funders":"Ministerio de Salud de la Nación","keywords":"Klebsiella pneumoniae; Plasmid; Microbiology; Biology; Enterobacteriaceae; Genetics; Escherichia coli; Gene","authors":[{"name":"Sonia Gómez","is_ca":false},{"name":"Fernando Pasterán","is_ca":false},{"name":"Diego Faccone","is_ca":false},{"name":"Nathalie Tijet","is_ca":true},{"name":"Mario Rapoport","is_ca":false},{"name":"Celeste Lucero","is_ca":false},{"name":"Olga Lastovetska","is_ca":true},{"name":"Ezequiel Albornoz","is_ca":false},{"name":"Marcelo Galas","is_ca":false},{"name":"Roberto G. Melano","is_ca":true},{"name":"Alejandra Corso","is_ca":false},{"name":"Alejandro Petroni","is_ca":false},{"name":"KPC Group","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02199445043788562,"gpt":0.3063509791319181,"spread":0.2843565286940324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000384283,0.00008551237,0.0001612145,0.00004038218,0.00002729643,0.000003140148,0.00005229063,0.0002816934,0.00003606959],"category_scores_gemma":[0.0002242505,0.00008092625,0.0000617043,0.00004777529,0.000224325,0.00000508328,0.00005799422,0.0001137251,0.00000480969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005263563,"about_ca_system_score_gemma":0.00001608928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001432627,"about_ca_topic_score_gemma":0.00005448678,"domain_scores_codex":[0.9991138,0.0001159088,0.0003791467,0.0002515222,0.00001145893,0.0001281615],"domain_scores_gemma":[0.9996186,0.00004147044,0.0001459974,0.0001264001,0.00003959435,0.00002792786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007276362,0.00009031039,0.5227652,0.00001204076,0.00001272663,5.043361e-7,0.00001426515,2.038286e-7,0.4760515,0.00006818711,0.00007741878,0.0008348941],"study_design_scores_gemma":[0.0002424595,0.0003266267,0.8705103,0.00004196597,0.00001065711,0.00001783886,0.000009760596,0.000004882038,0.1269986,0.00008899814,0.00165497,0.00009300116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984155,0.0001346177,0.0003326369,0.00001571397,0.0003598656,0.00008807417,0.000006990201,0.000005287501,0.000641329],"genre_scores_gemma":[0.9988237,0.0006715627,0.0002206026,0.00003089934,0.00008059697,0.000002141203,0.00004510408,0.000006773151,0.0001186146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490529,"threshold_uncertainty_score":0.3300077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969691897","doi":"10.1016/j.cmi.2019.08.007","title":"How to start an antimicrobial stewardship programme in a hospital","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":111,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Stewardship (theology); Medicine; Health care; Infection control; Best practice; Nursing; Business; Antibiotic resistance; Intensive care medicine; Political science","authors":[{"name":"Marc Mendelson","is_ca":false},{"name":"Andrew M. Morris","is_ca":true},{"name":"Karin Thursky","is_ca":false},{"name":"Céline Pulcini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06483871095910494,"gpt":0.3517372491429496,"spread":0.2868985381838446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009172161,0.0005655238,0.002373316,0.000313467,0.0001338626,0.00006282185,0.0002676989,0.002713686,0.00004559766],"category_scores_gemma":[0.0003283189,0.0004378362,0.0004853255,0.0003029591,0.000554061,0.0001531894,0.000211559,0.001489635,0.0007088441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007481567,"about_ca_system_score_gemma":0.0002322326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006292127,"about_ca_topic_score_gemma":0.0002615385,"domain_scores_codex":[0.9957534,0.001249282,0.001054,0.001187536,0.000012439,0.000743355],"domain_scores_gemma":[0.9985101,0.0003864102,0.0004405859,0.0005078565,0.00007040626,0.0000846265],"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":[0.0001625606,0.00167783,0.003830713,0.005187463,0.000566001,0.00001638018,0.0001049101,1.577735e-7,0.0009275321,0.0001814958,0.006209102,0.9811358],"study_design_scores_gemma":[0.0008836024,0.002364375,0.0004680072,0.003049378,0.0003616967,0.000158882,0.00002000855,7.368831e-8,0.00003900649,0.000009893872,0.9920772,0.0005679099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03656114,0.9553021,0.00005533877,0.0002700641,0.005334237,0.002135614,0.000149089,0.000111836,0.00008064422],"genre_scores_gemma":[0.006133529,0.9904426,0.00008047834,0.0002230267,0.0002526766,0.00003568081,0.0009511476,0.00005385565,0.001826991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.985868,"threshold_uncertainty_score":0.9998074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106752452","doi":"10.1111/j.1469-0691.2011.03529.x","title":"Evaluation of multiple commercial molecular and conventional diagnostic assays for the detection of respiratory viruses in children","year":2011,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of Calgary; SickKids Foundation; Provincial Laboratory of Public Health; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Multiplex; Virology; Virus; Subtyping; Multiplex polymerase chain reaction; Virus isolation; Influenza A virus; Biology; Medicine; Polymerase chain reaction; Gene","authors":[{"name":"Farhad Gharabaghi","is_ca":true},{"name":"Ali Abdullah Hawan","is_ca":false},{"name":"Steven J. Drews","is_ca":true},{"name":"Susan E. Richardson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1851167312762071,"gpt":0.4362567769573475,"spread":0.2511400456811403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003338913,0.00006730652,0.0002048432,0.0001253903,0.00006170794,0.000002178419,0.00002470396,0.0001988786,0.00002630752],"category_scores_gemma":[0.005415193,0.00005096555,0.00007351998,0.0001094317,0.0005122804,0.00005015669,0.0000302324,0.0002002969,0.000001331691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394311,"about_ca_system_score_gemma":0.000069532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640914,"about_ca_topic_score_gemma":0.0002122681,"domain_scores_codex":[0.9986382,0.0005977683,0.0004562111,0.0001669932,0.00005318777,0.00008770571],"domain_scores_gemma":[0.9981672,0.001210029,0.0001485747,0.0001125723,0.0003342613,0.00002733209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002594712,0.0002287042,0.8453292,0.00002008201,0.00009460736,8.842294e-8,0.00001452444,0.000004083073,0.1252922,0.00007377301,0.00001096151,0.02867235],"study_design_scores_gemma":[0.002660924,0.001577892,0.9310269,0.00002899192,0.000202542,0.00001521502,0.000005555738,0.0001850673,0.06379066,0.0002430451,0.0002217784,0.00004146328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961829,0.0007601181,0.001903195,0.00001241835,0.000139594,0.0009385046,0.00001223643,0.000006516945,0.00004455356],"genre_scores_gemma":[0.9995856,0.00008815085,0.00003323091,0.0001487908,0.00004623576,0.00008501708,0.000006376955,0.000005769824,8.414823e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0856977,"threshold_uncertainty_score":0.6482883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1870492399","doi":"10.1111/j.1469-0691.2010.03306.x","title":"Nocardiosis in Quebec, Canada, 1988–2008","year":2010,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut National de Santé Publique du Québec; Université de Sherbrooke","funders":"Pfizer","keywords":"Nocardiosis; Nocardia; Incidence (geometry); Amikacin; Linezolid; Trimethoprim; Population; Immunosuppression; Medicine; Microbiology; Biology; Antibiotics; Internal medicine; Bacteria; Environmental health; Vancomycin","authors":[{"name":"Julien Tremblay","is_ca":true},{"name":"Louise Thibert","is_ca":true},{"name":"Isabelle Alarie","is_ca":true},{"name":"Louis Valiquette","is_ca":true},{"name":"Jacques Pépin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01429273335221836,"gpt":0.3008692870345505,"spread":0.2865765536823321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001695208,0.00009013052,0.0002481291,0.0000517296,0.00006619254,0.000004664267,0.00001431526,0.0002474467,0.0001207314],"category_scores_gemma":[0.0001516796,0.00007224383,0.00007115753,0.00008023001,0.0001693461,0.00003654978,0.00002102855,0.0004629899,0.00002133453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005711572,"about_ca_system_score_gemma":0.000188492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4371043,"about_ca_topic_score_gemma":0.9024047,"domain_scores_codex":[0.9993065,0.00005416293,0.0002755898,0.0002146306,0.00001222192,0.0001369169],"domain_scores_gemma":[0.9995866,0.0001389388,0.0000518357,0.0001149768,0.00003299734,0.00007460141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004437034,0.0001873493,0.9757003,0.000008205697,0.0000612939,0.00003040271,0.00000682966,4.463549e-7,0.005489807,0.00007878248,0.001038694,0.01735351],"study_design_scores_gemma":[0.001149044,0.0001770596,0.9232521,0.0000125022,0.00005783934,0.001680069,0.000005490865,0.000006208086,0.0006584766,0.00001993608,0.07290248,0.00007876588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918857,0.0000746728,0.00002700157,0.0005568256,0.001074229,0.0001588587,0.000004754297,0.00002177271,0.006196157],"genre_scores_gemma":[0.9984432,0.0001651042,0.00007213856,0.0004894879,0.0001835848,0.0000122829,0.00003041246,0.000005693339,0.0005980778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653003,"threshold_uncertainty_score":0.566644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096775924","doi":"10.1016/j.cmi.2020.10.029","title":"How do I manage a patient with enterococcal bacteraemia?","year":2020,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Lundbeckfonden","keywords":"Intensive care medicine; Medicine; Enterococcus faecium; Bacteremia; Antibiotic resistance; Endocarditis; Epidemiology; Antibiotics; Internal medicine; Microbiology; Biology","authors":[{"name":"Elena Rosselli Del Turco","is_ca":false},{"name":"Michele Bartoletti","is_ca":false},{"name":"Anders Dahl","is_ca":false},{"name":"Carlos Cervera","is_ca":true},{"name":"Juan M. Pericàs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03990846161967435,"gpt":0.3437877097015323,"spread":0.303879248081858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001740741,0.000459762,0.002228149,0.0001191387,0.00008694657,0.00005459707,0.00007416209,0.001014854,0.00004460876],"category_scores_gemma":[0.0002385929,0.0003024441,0.0005490803,0.0002115322,0.0005229458,0.0000607332,0.0001264969,0.001316937,0.00008237795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008503458,"about_ca_system_score_gemma":0.0001286921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002956715,"about_ca_topic_score_gemma":0.000006629038,"domain_scores_codex":[0.9977481,0.0003384539,0.0007670653,0.0008106779,0.00003324098,0.0003024669],"domain_scores_gemma":[0.9985882,0.0003192833,0.00050369,0.0003103103,0.00007897963,0.0001995465],"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":[0.0002743978,0.0001339034,0.0006872718,0.00525745,0.0004878881,0.0001448552,0.00001464356,8.181911e-9,0.00006250642,0.00002097588,0.003052361,0.9898638],"study_design_scores_gemma":[0.0006832908,0.001953959,0.0001317201,0.007731449,0.001234112,0.001303853,0.000004577846,1.828279e-7,0.000006158083,0.000005614209,0.9866651,0.0002799823],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003203476,0.9935359,0.0003226495,0.000274167,0.0006141094,0.001431672,0.00006418043,0.00009791807,0.0004559581],"genre_scores_gemma":[0.0008679837,0.9972846,0.0002754681,0.0005427788,0.0004121269,0.00005506252,0.0002752941,0.00005007245,0.0002366141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895837,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1922276417","doi":"10.1111/j.1469-0691.2005.01345.x","title":"Population-based surveillance of invasive pyogenic streptococcal infection in a large Canadian region","year":2006,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Incidence (geometry); Population; Etiology; Streptococcus; Medicine; Epidemiology; Streptococcus milleri; Biology; Internal medicine; Environmental health","authors":[{"name":"Kevin B. Laupland","is_ca":true},{"name":"Terry Ross","is_ca":true},{"name":"Deirdre L. Church","is_ca":true},{"name":"Daniel B. Gregson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02377490141282245,"gpt":0.3161706532262242,"spread":0.2923957518134017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364779,0.0001298666,0.0003592657,0.0002795351,0.00008636943,0.000005361441,0.00001483787,0.0003724475,0.00005543964],"category_scores_gemma":[0.0002411406,0.0001173003,0.0001350092,0.0002762529,0.0001048949,0.00005097561,0.0000107962,0.0002288132,0.00001453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001445414,"about_ca_system_score_gemma":0.0001643747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1334053,"about_ca_topic_score_gemma":0.4271723,"domain_scores_codex":[0.9987434,0.0001766465,0.0005446719,0.0002954441,0.00001895675,0.0002209507],"domain_scores_gemma":[0.9992741,0.0002387582,0.0001572547,0.0001494429,0.00009376596,0.00008668944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000873074,0.0004178956,0.997527,0.00002932184,0.00003248226,0.000006566632,0.000002872317,0.00002771793,0.0007185653,0.0001597385,0.0001189052,0.0008716064],"study_design_scores_gemma":[0.002411658,0.0005928901,0.9950891,0.00006502296,0.00003512624,0.00005895817,0.000001598872,0.00007581412,0.0005027644,0.0001401018,0.000932913,0.00009411814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983342,0.00006773199,0.0001127833,0.000125179,0.0002869366,0.0005233355,0.0000228573,0.00003243691,0.0004944896],"genre_scores_gemma":[0.9991494,0.00008106827,0.00002907295,0.0001279747,0.0001020554,0.00003782973,0.0004209108,0.000009595921,0.00004211046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.293767,"threshold_uncertainty_score":0.8723655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741462762","doi":"10.1016/j.cmi.2017.07.013","title":"Human resources estimates and funding for antibiotic stewardship teams are urgently needed","year":2017,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Antibiotic Stewardship; Stewardship (theology); Antimicrobial stewardship; Intensive care medicine; Antibiotics; Medicine; Business; Political science; Antibiotic resistance; Biology; Microbiology","authors":[{"name":"C. Pulcini","is_ca":false},{"name":"Chantal Morel","is_ca":false},{"name":"Evelina Tacconelli","is_ca":false},{"name":"Bojana Beović","is_ca":false},{"name":"Katja de With","is_ca":false},{"name":"Herman Goossens","is_ca":false},{"name":"Stephan Harbarth","is_ca":false},{"name":"Alison Holmes","is_ca":false},{"name":"Philip Howard","is_ca":false},{"name":"Andrew M. Morris","is_ca":true},{"name":"Dilip Nathwani","is_ca":false},{"name":"Mike Sharland","is_ca":false},{"name":"Jeroen Schouten","is_ca":false},{"name":"Karin Thursky","is_ca":false},{"name":"Ramanan Laxminarayan","is_ca":false},{"name":"Marc Mendelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04668852772622994,"gpt":0.3468064185566496,"spread":0.3001178908304196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006424103,0.0001896276,0.0004602293,0.00006267118,0.001670787,0.00006501884,0.0001295915,0.0006647306,0.00002799278],"category_scores_gemma":[0.0006492749,0.0001523034,0.0001152324,0.00002212533,0.00140759,0.000107884,0.0001367933,0.0003170123,0.00003240512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001139141,"about_ca_system_score_gemma":0.00001420864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189366,"about_ca_topic_score_gemma":0.0001323795,"domain_scores_codex":[0.9986476,0.000139618,0.0004159691,0.0004606363,0.00000640317,0.0003298262],"domain_scores_gemma":[0.9988402,0.0003552781,0.0004212055,0.0002885423,0.00005305449,0.00004177012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001758342,0.000142333,0.6265879,0.0001266491,0.0002369377,0.000001652334,0.00006978335,2.1036e-7,0.3656938,0.0005293165,0.003352716,0.00308286],"study_design_scores_gemma":[0.00260385,0.0009015881,0.9412959,0.0002798417,0.0002111786,0.000119265,0.0002198387,0.000005060329,0.02361499,0.0006194058,0.02978792,0.0003411166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957881,0.001635071,0.0001268986,0.0004790781,0.001313548,0.0002791394,0.00002664157,0.00006330932,0.0002882191],"genre_scores_gemma":[0.9978861,0.0004393884,0.00008447232,0.0002462202,0.0001403842,0.000003224073,0.00004672741,0.00001445054,0.001139033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3420788,"threshold_uncertainty_score":0.9996289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1854616422","doi":"10.1111/1469-0691.12154","title":"Rapid diagnostic tests for non-malarial febrile illness in the tropics","year":2013,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Dengue fever; Malaria; Medicine; Immunology; Serology; Leptospirosis; Intensive care medicine; Diagnostic test; Virology; Antibody; Pediatrics","authors":[{"name":"François Chappuis","is_ca":false},{"name":"Emilie Alirol","is_ca":false},{"name":"Valérie D’Acremont","is_ca":false},{"name":"Emmanuel Bottieau","is_ca":false},{"name":"C.P. Yansouni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09974848974689562,"gpt":0.4211941490994935,"spread":0.3214456593525979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007899516,0.0002712039,0.001309988,0.0001406553,0.0001551501,0.0000248526,0.00006911212,0.001062664,0.00007727736],"category_scores_gemma":[0.002539738,0.0001553071,0.000514139,0.0002103238,0.0002686477,0.00004995471,0.0000411569,0.0008460832,0.00006639669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004153692,"about_ca_system_score_gemma":0.0001146775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006345132,"about_ca_topic_score_gemma":0.00005490015,"domain_scores_codex":[0.9980457,0.0004302568,0.0008573117,0.0004029445,0.00001762792,0.0002461149],"domain_scores_gemma":[0.9953968,0.003963059,0.0002593186,0.0002553215,0.00006745842,0.00005803666],"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":[0.00002410747,0.0003312441,0.003088141,0.002066088,0.0001201671,0.000002632026,0.00001518288,8.660917e-8,0.000007718255,0.00007137774,0.005820696,0.9884526],"study_design_scores_gemma":[0.0008798175,0.001630531,0.003910552,0.001590149,0.0007799114,0.0003410396,0.000004188184,0.000004675434,0.00000109354,0.00004786431,0.9906226,0.0001875616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01552272,0.9744964,0.0002392979,0.0001812866,0.004696723,0.004513121,0.00005977574,0.00004666493,0.0002439912],"genre_scores_gemma":[0.003325223,0.9935831,0.00003701289,0.0003348822,0.001646764,0.0005878743,0.0003742246,0.00002374682,0.00008718822],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988265,"threshold_uncertainty_score":0.8196238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1948545309","doi":"10.1111/1469-0691.12767","title":"Antibiotic resistance: a geopolitical issue","year":2014,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":97,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Anti-Doping Agency","funders":"","keywords":"Antibiotic resistance; Declaration; Geopolitics; Multidisciplinary approach; Political science; Global health; Politics; Task force; Resistance (ecology); Economic growth; Medicine; Business; Public administration; Antibiotics; Health care; Economics; Biology","authors":[{"name":"Jean Carlet","is_ca":true},{"name":"Céline Pulcini","is_ca":false},{"name":"Laura J. V. Piddock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03466217756093999,"gpt":0.3656412554070185,"spread":0.3309790778460786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009922271,0.0005671953,0.002819237,0.0001766594,0.0003349006,0.00002382891,0.0002173811,0.003350676,0.0004478759],"category_scores_gemma":[0.0005349526,0.0004173295,0.0007339803,0.0001782928,0.001816675,0.00005021686,0.000176918,0.001606569,0.004363222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457749,"about_ca_system_score_gemma":0.0001544445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000210062,"about_ca_topic_score_gemma":0.00005008411,"domain_scores_codex":[0.995275,0.001603594,0.001474692,0.0009971058,0.00001240196,0.0006372187],"domain_scores_gemma":[0.9975367,0.001271278,0.0005275189,0.0005195067,0.0000720475,0.00007295918],"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":[0.0001336773,0.0006508306,0.0009674223,0.02509447,0.001931988,0.0000183134,0.00002546105,2.45268e-8,0.000151135,0.007948514,0.1100902,0.8529879],"study_design_scores_gemma":[0.0005218298,0.0002720761,0.0001281386,0.005333776,0.001021926,0.0003358959,0.000003170365,5.010908e-8,0.00001945089,0.0001111084,0.9917864,0.0004661506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002632535,0.9915895,0.00008701337,0.00006966051,0.004239196,0.0004905426,0.00007316726,0.0001359373,0.003051654],"genre_scores_gemma":[0.0004763762,0.9848532,0.00003801923,0.0003181874,0.0005749026,0.000007570788,0.0005461533,0.00004767967,0.01313792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8816962,"threshold_uncertainty_score":0.9998279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037201712","doi":"10.1016/j.cmi.2020.06.014","title":"Elevated body mass index is associated with an increased risk of infectious disease admissions and mortality: a mendelian randomization study","year":2020,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":96,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Lady Davis Institute for Medical Research; Medical Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Mendelian randomization; Medicine; Body mass index; Internal medicine; Confounding; Septic shock; Sepsis; Single-nucleotide polymorphism; Mortality rate; Pneumonia; Biology","authors":[{"name":"Guillaume Butler‐Laporte","is_ca":true},{"name":"Adil Harroud","is_ca":false},{"name":"Vincenzo Forgetta","is_ca":true},{"name":"J. Brent Richards","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02013079063953911,"gpt":0.3139852649073362,"spread":0.2938544742677971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008256265,0.0001545715,0.0003906348,0.0000387834,0.0001452753,0.000008751364,0.00004414546,0.0003225449,0.00002167005],"category_scores_gemma":[0.003047592,0.0001249457,0.00006637978,0.0001297758,0.0001462946,0.00000822118,0.00005340312,0.0001892386,8.498678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000734832,"about_ca_system_score_gemma":0.00008930036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001359315,"about_ca_topic_score_gemma":0.0001458174,"domain_scores_codex":[0.9976352,0.001238024,0.0004972438,0.0004483675,0.0000266066,0.0001545079],"domain_scores_gemma":[0.9988865,0.0001440469,0.0003850516,0.0001660497,0.0001486303,0.000269754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008269182,0.0003386731,0.9756783,0.000006859854,0.0004517421,8.911885e-7,0.00003724304,0.0000572905,0.02225825,0.000003661592,0.0001190277,0.0002211923],"study_design_scores_gemma":[0.005672046,0.003397511,0.9881052,0.000008593611,0.0003744073,0.000003345595,0.00004536724,0.001556261,0.0003718896,0.000116393,0.0001951074,0.0001538439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970518,0.00007210766,0.002143481,0.0001114547,0.00006268995,0.000421572,0.00009510807,0.00002173143,0.00002000357],"genre_scores_gemma":[0.9983262,0.0004744202,0.00004553314,0.0006339223,0.00007647299,0.0000214324,0.0003992994,0.00001239208,0.0000102874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02188636,"threshold_uncertainty_score":0.5095136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171255671","doi":"10.1111/j.1469-0691.2007.01910.x","title":"Reducing antibiotic use in influenza: challenges and rewards","year":2008,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Antibiotics; Antibiotic resistance; Respiratory tract infections; Pneumonia; Neuraminidase; Medicine; Intensive care medicine; Oseltamivir; Sinusitis; Incidence (geometry); Influenza A virus; Immunology; Virus; Biology; Microbiology; Internal medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Respiratory system; Disease","authors":[{"name":"Donald E. Low","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3577078761550294,"gpt":0.4946146489921736,"spread":0.1369067728371442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008286689,0.0003343335,0.002122637,0.0003621441,0.0001113956,0.0000114347,0.00004182592,0.00116807,0.00000609435],"category_scores_gemma":[0.003179611,0.00024819,0.0002417854,0.0001539223,0.0009121023,0.0001013604,0.0002065036,0.00142927,0.00003569618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008353127,"about_ca_system_score_gemma":0.0001669068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007285583,"about_ca_topic_score_gemma":0.00005545438,"domain_scores_codex":[0.9972205,0.0006850029,0.001024452,0.0006909819,0.00003324684,0.0003458617],"domain_scores_gemma":[0.9980142,0.001271267,0.0002424331,0.0002729634,0.00008743498,0.0001117701],"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":[0.00008018747,0.000159923,0.009426236,0.007004971,0.0003053863,0.0000304835,0.00006905942,5.900648e-8,0.00002142003,0.00002818901,0.0004033539,0.9824708],"study_design_scores_gemma":[0.0008673612,0.0006894057,0.03062636,0.00926423,0.0002404772,0.001110488,0.000004870967,5.883433e-7,0.000001912389,0.000007811865,0.9569707,0.0002158286],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02723919,0.9714117,3.600803e-7,0.00004405856,0.0003095634,0.0006994815,0.00001182763,0.00004079751,0.0002430256],"genre_scores_gemma":[0.0003061118,0.9990022,0.00005919052,0.0002319323,0.0002602639,0.00001675933,0.00002935848,0.00002693489,0.00006727329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9822549,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211139165","doi":"10.1016/j.cmi.2022.01.027","title":"Defining COVID-19–associated pulmonary aspergillosis: systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Northern Alberta Clinical Trials and Research Centre","keywords":"Coronavirus disease 2019 (COVID-19); Meta-analysis; Pulmonary aspergillosis; 2019-20 coronavirus outbreak; Aspergillosis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Systematic review; MEDLINE; Betacoronavirus; Virology; Intensive care medicine; Pathology; Immunology; Biology; Infectious disease (medical specialty); Outbreak; Disease","authors":[{"name":"Ruwandi Kariyawasam","is_ca":true},{"name":"Tanis C. Dingle","is_ca":true},{"name":"Brittany Kula","is_ca":true},{"name":"Ben Vandermeer","is_ca":true},{"name":"Wendy Sligl","is_ca":true},{"name":"Ilan S. Schwartz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1747857344471977,"gpt":0.4456269221764188,"spread":0.2708411877292211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004528078,0.0004163558,0.01009703,0.0002107259,0.0002954284,0.00001415111,0.00008057964,0.0007525394,0.001367283],"category_scores_gemma":[0.008062111,0.0002694185,0.003404374,0.0006880178,0.000332717,0.0000434738,0.0001488442,0.00105223,0.00003082376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620034,"about_ca_system_score_gemma":0.0002515726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003488957,"about_ca_topic_score_gemma":0.00005721076,"domain_scores_codex":[0.9936942,0.003105415,0.002026982,0.0008743044,0.00005797609,0.0002411279],"domain_scores_gemma":[0.9953822,0.002750307,0.001063162,0.0004998303,0.00006423244,0.0002402573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000018422,0.0002500914,0.002081793,0.8347109,0.159622,0.00002602429,0.000006184465,5.41055e-8,3.295932e-7,0.00005728889,0.0005622922,0.002664605],"study_design_scores_gemma":[0.0001100561,0.0002578352,0.0001293091,0.005603136,0.8064736,0.0002567823,0.000005275547,7.076592e-7,1.444989e-8,0.00001305947,0.1869396,0.0002105752],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003224383,0.9975044,0.00001681813,0.0002251886,0.00009520612,0.001714204,0.0001803435,0.00006359733,0.0001680133],"genre_scores_gemma":[0.000399203,0.9931459,0.00001182451,0.004266165,0.00001977568,0.0003121494,0.001192991,0.00002147093,0.0006305603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8291078,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280644200","doi":"10.1016/j.cmi.2022.04.018","title":"Remdesivir for the treatment of COVID-19: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Mechanical ventilation; Placebo; MEDLINE; Relative risk; Oxygen therapy; Confidence interval; Internal medicine; Intensive care medicine; Pathology","authors":[{"name":"Todd C. Lee","is_ca":true},{"name":"Srinivas Murthy","is_ca":true},{"name":"Olivier Del Corpo","is_ca":true},{"name":"Julien Senécal","is_ca":true},{"name":"Guillaume Butler‐Laporte","is_ca":true},{"name":"Zahra Sohani","is_ca":true},{"name":"James M. Brophy","is_ca":true},{"name":"Emily G. McDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3986404857423656,"gpt":0.5699273915037959,"spread":0.1712869057614303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004769993,0.0003316531,0.01019069,0.0001762068,0.0002445693,0.000007020203,0.00009503998,0.0003383482,0.0004014332],"category_scores_gemma":[0.05657957,0.0001478655,0.004885952,0.0004790987,0.0006770036,0.00001450858,0.0001263889,0.0003854102,0.000004136377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540549,"about_ca_system_score_gemma":0.0003793497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005697574,"about_ca_topic_score_gemma":0.00002870114,"domain_scores_codex":[0.9949454,0.002118068,0.002053286,0.0006318723,0.00005450229,0.0001968345],"domain_scores_gemma":[0.9183734,0.07959912,0.001076718,0.0006643711,0.0001042743,0.0001821272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003614419,0.0003088128,0.00003227252,0.7632038,0.2254923,0.000001851125,0.00001077749,2.578162e-7,1.077325e-7,0.00002744309,0.0003764599,0.01050976],"study_design_scores_gemma":[0.0002137744,0.001341662,0.000003770549,0.001273695,0.4911477,0.00001236311,0.000001423587,0.000001418924,2.403115e-8,0.00001250169,0.5059311,0.00006057453],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001168716,0.989804,0.0003077188,0.002266282,0.00007511875,0.007264224,0.0002568021,0.00001833342,0.000006324994],"genre_scores_gemma":[0.000009069227,0.9929262,0.00002500486,0.003182399,0.00004780231,0.002979684,0.000170785,0.00001485375,0.000644215],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7619301,"threshold_uncertainty_score":0.9513673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1957607863","doi":"10.1111/j.1469-0691.2008.02077.x","title":"Dissemination of multidrug-resistant, class 1 integron-carrying Acinetobacter baumannii isolates in Taiwan","year":2008,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Integron; Biology; Microbiology; Imipenem; Acinetobacter baumannii; clone (Java method); Multiple drug resistance; Gene cassette; Multilocus sequence typing; Ampicillin; Cefepime; Antibiotic resistance; Virology; Drug resistance; Antibiotics; Genotype; Genetics; Gene; Pseudomonas aeruginosa; Bacteria","authors":[{"name":"Li-Yueh Huang","is_ca":true},{"name":"T.-L. Chen","is_ca":false},{"name":"Po‐Liang Lu","is_ca":false},{"name":"Che-An Tsai","is_ca":false},{"name":"W.-L. Cho","is_ca":false},{"name":"F.‐Y. Chang","is_ca":true},{"name":"Chang‐Phone Fung","is_ca":false},{"name":"L. Kristopher Siu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.016715842231206,"gpt":0.3075695068969023,"spread":0.2908536646656963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003203388,0.0001297877,0.0002531623,0.00005990659,0.00006170433,0.000004558511,0.00006528504,0.0004002597,0.00001584973],"category_scores_gemma":[0.0004370887,0.0001161585,0.00008348994,0.00007177416,0.000442439,0.00001051891,0.00006616466,0.0001814631,0.000004539839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001330528,"about_ca_system_score_gemma":0.00002591048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002369708,"about_ca_topic_score_gemma":0.0001123908,"domain_scores_codex":[0.9988043,0.0001694925,0.0005197648,0.0003304382,0.00001410578,0.0001619531],"domain_scores_gemma":[0.9994603,0.00007785302,0.0001826478,0.0001746131,0.00006947063,0.00003514023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001771045,0.00006619008,0.4399862,0.00001359773,0.00001711605,6.815616e-7,0.00003000152,0.000001124526,0.5586249,0.00001253134,0.0003466222,0.0007239528],"study_design_scores_gemma":[0.00065849,0.0005812916,0.9173632,0.00009750904,0.00001543967,0.00004962758,0.0000486908,0.00004871029,0.07531866,0.00002285508,0.005609998,0.0001855507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986414,0.0002141877,0.0003474638,0.00006787362,0.0003065965,0.0001307425,0.00001408552,0.000008537256,0.0002691017],"genre_scores_gemma":[0.9985082,0.0007424655,0.0002596347,0.00005961245,0.0001077963,0.000003372403,0.0001336274,0.00001072933,0.0001745534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4833062,"threshold_uncertainty_score":0.4736807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785385803","doi":"10.1016/j.cmi.2018.01.015","title":"Antibiotic treatment of infections caused by carbapenem-resistant Gram-negative bacilli: an international ESCMID cross-sectional survey among infectious diseases specialists practicing in large hospitals","year":2018,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Mount Sinai Hospital","funders":"Instituto de Salud Carlos III; National Institutes of Health; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; European Society of Clinical Microbiology and Infectious Diseases","keywords":"Medicine; Tigecycline; Acinetobacter baumannii; Carbapenem; Antibiotics; Pseudomonas aeruginosa; Fosfomycin; Intensive care medicine; Internal medicine; Polymyxin; Microbiology; Biology; Bacteria","authors":[{"name":"Lea Papst","is_ca":false},{"name":"Bojana Beović","is_ca":false},{"name":"C. Pulcini","is_ca":false},{"name":"Emanuele Durante‐Mangoni","is_ca":false},{"name":"Jesús Rodríguez‐Baño","is_ca":false},{"name":"Keith S. Kaye","is_ca":false},{"name":"George L. Daikos","is_ca":false},{"name":"Lul Raka","is_ca":false},{"name":"Mical Paul","is_ca":false},{"name":"Lilian M. Abbo","is_ca":false},{"name":"P. Abgueguen","is_ca":false},{"name":"Benito Almirante","is_ca":false},{"name":"Anna Maria Azzini","is_ca":false},{"name":"Firouzé Bani‐Sadr","is_ca":false},{"name":"Matteo Bassetti","is_ca":false},{"name":"Ronen Ben‐Ami","is_ca":false},{"name":"B. Beović","is_ca":false},{"name":"Guillaume Béraud","is_ca":false},{"name":"Élisabeth Botelho-Nevers","is_ca":false},{"name":"Germán Bou","is_ca":false},{"name":"D. Boutoille","is_ca":false},{"name":"André Cabie","is_ca":false},{"name":"Bruno Cacopardo","is_ca":false},{"name":"Antonio Cascio","is_ca":false},{"name":"Nadim Cassir","is_ca":false},{"name":"Francesco Castelli","is_ca":false},{"name":"Mia Cecala","is_ca":false},{"name":"A. Charmillon","is_ca":false},{"name":"Catherine Chirouze","is_ca":false},{"name":"José Miguel Cisneros","is_ca":false},{"name":"Juan Colmenero","is_ca":false},{"name":"Nicola Coppola","is_ca":false},{"name":"Silvia Corcione","is_ca":false},{"name":"G.L. Daikos","is_ca":false},{"name":"Daniela Dalla Gasperina","is_ca":false},{"name":"Carlos Cabrera","is_ca":false},{"name":"Pierre Delobel","is_ca":false},{"name":"Debora Di Caprio","is_ca":false},{"name":"M. Dupon","is_ca":false},{"name":"N. Ettahar","is_ca":false},{"name":"M.E. Falagas","is_ca":false},{"name":"Marco Falcone","is_ca":false},{"name":"M.C. Fariñas","is_ca":false},{"name":"E. Faure","is_ca":false},{"name":"E. Forestier","is_ca":false},{"name":"G. Foti","is_ca":false},{"name":"J. Gallagher","is_ca":false},{"name":"Gianni Gattuso","is_ca":false},{"name":"V. Gendrin","is_ca":false},{"name":"Ivan Gentile","is_ca":false},{"name":"Daniele Roberto Giacobbe","is_ca":false},{"name":"Charalambos Gogos","is_ca":false},{"name":"L. Grandiere Perez","is_ca":false},{"name":"Y. Hansmann","is_ca":false},{"name":"Juan Pablo Horcajada","is_ca":false},{"name":"Carmelo Iacobello","is_ca":false},{"name":"Jesse T. Jacob","is_ca":false},{"name":"Julie Ann Justo","is_ca":false},{"name":"Solen Kernéis","is_ca":false},{"name":"A. Komnos","is_ca":false},{"name":"B. Kotnik Kevorkijan","is_ca":false},{"name":"David Lebeaux","is_ca":false},{"name":"R. Le Berre","is_ca":false},{"name":"C. Lechiche","is_ca":false},{"name":"V. Le Moxing","is_ca":false},{"name":"F.-X. Lescure","is_ca":false},{"name":"M. Libanore","is_ca":false},{"name":"M. Martinot","is_ca":false},{"name":"V. Mondain","is_ca":false},{"name":"P. Mondello","is_ca":false},{"name":"Miguel Montejo","is_ca":false},{"name":"J. Mootien","is_ca":false},{"name":"Patricia Muñóz","is_ca":false},{"name":"Ran Nir‐Paz","is_ca":false},{"name":"Ailuan Pan","is_ca":false},{"name":"J.R. Paño‐Pardo","is_ca":false},{"name":"Gopi Patel","is_ca":true},{"name":"Pérez Rodríguez","is_ca":false},{"name":"Lionel Piroth","is_ca":false},{"name":"Jason M. Pogue","is_ca":false},{"name":"Brian A. Potoski","is_ca":false},{"name":"Valérie Pourcher","is_ca":false},{"name":"A. Pyrpasopoulou","is_ca":false},{"name":"G. Rahav","is_ca":false},{"name":"Marco Rizzi","is_ca":false},{"name":"M. Salavert","is_ca":false},{"name":"Marc H. Scheetz","is_ca":false},{"name":"M Sims","is_ca":false},{"name":"Gazmend Spahija","is_ca":false},{"name":"S. Stefani","is_ca":false},{"name":"Aggelos Stefos","is_ca":false},{"name":"P.D. Tamma","is_ca":false},{"name":"P. Tattevin","is_ca":false},{"name":"Andrea Tedesco","is_ca":false},{"name":"José Miguel Cisneros","is_ca":false},{"name":"Paraskevi Tripolitsioti","is_ca":false},{"name":"Sotirios Tsiodras","is_ca":false},{"name":"Generoso Uomo","is_ca":false},{"name":"Renaud Verdon","is_ca":false},{"name":"Pierluigi Viale","is_ca":false},{"name":"Virginie Vitrat","is_ca":false},{"name":"Miriam Weinberger","is_ca":false},{"name":"Yonit Wiener‐Well","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02104570775638119,"gpt":0.3535691854145996,"spread":0.3325234776582184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005779013,0.0002448215,0.000385782,0.000112289,0.0001901953,0.00005648858,0.00009802584,0.0004758552,0.00006754107],"category_scores_gemma":[0.001170388,0.0002294387,0.0001318364,0.0001642042,0.001035444,0.00005738233,0.00007157925,0.0001456047,0.000007659477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011778,"about_ca_system_score_gemma":0.00009553914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007581959,"about_ca_topic_score_gemma":0.009191607,"domain_scores_codex":[0.9976117,0.0006197999,0.0007593631,0.0006720047,0.00004969761,0.0002874437],"domain_scores_gemma":[0.9986213,0.0002339587,0.0004312386,0.0002827152,0.0003271642,0.0001035773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003420386,0.001046816,0.901729,0.000009582432,0.0001670193,0.000001543724,0.0000270544,0.000004880441,0.09640308,0.00003024643,0.00005930918,0.0001794616],"study_design_scores_gemma":[0.001820063,0.003289609,0.9795631,0.00001903234,0.00002914841,0.00001197558,0.00001134027,0.0000162045,0.01386452,0.00003647603,0.001112397,0.0002261518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969171,0.00007502992,0.0002189692,0.000009312886,0.001637686,0.0003381093,0.0005645008,0.00002249336,0.0002167602],"genre_scores_gemma":[0.9973033,0.0007675885,0.00002399786,0.00004527036,0.0005099182,0.000008224678,0.001220417,0.00002120272,0.0001000724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08253856,"threshold_uncertainty_score":0.9356239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216128019","doi":"10.1016/j.cmi.2021.11.008","title":"Predictors and microbiology of respiratory and bloodstream bacterial infection in patients with COVID-19: living rapid review update and meta-regression","year":2021,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University Health Network; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; North York General Hospital; University of Toronto; Toronto East General Hospital; Toronto General Hospital; Public Health Ontario; Hotel Dieu Shaver Health and Rehabilitation Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Bloodstream infection; Meta-regression; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Microbiology; Meta-analysis; Intensive care medicine; Biology; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak; Disease","authors":[{"name":"Bradley J. Langford","is_ca":true},{"name":"Miranda So","is_ca":true},{"name":"Valerie Leung","is_ca":true},{"name":"Sumit Raybardhan","is_ca":true},{"name":"Jennifer Lo","is_ca":true},{"name":"Tiffany Kan","is_ca":true},{"name":"Felicia Leung","is_ca":true},{"name":"Duncan Westwood","is_ca":true},{"name":"Nick Daneman","is_ca":true},{"name":"Derek R. MacFadden","is_ca":true},{"name":"Jean‐Paul Soucy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.043331204316312,"gpt":0.3363485607081347,"spread":0.2930173563918227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001263308,0.0005610202,0.003304091,0.0002309984,0.0001928382,0.0000136006,0.00007166253,0.001696233,0.0002042124],"category_scores_gemma":[0.0007833514,0.0003488361,0.0002465873,0.0001976972,0.001594126,0.0001039538,0.000234023,0.0008782473,0.000004501846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003264087,"about_ca_system_score_gemma":0.0001932359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005314021,"about_ca_topic_score_gemma":0.0001738142,"domain_scores_codex":[0.9946535,0.002684787,0.001371586,0.0009568623,0.00001331418,0.0003199022],"domain_scores_gemma":[0.9973814,0.001151691,0.001000434,0.0002845669,0.00009174811,0.00009014176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008069755,0.00194121,0.4954165,0.08388907,0.01421141,0.0000260461,0.0001526656,1.810294e-7,0.001939247,0.000153344,0.004720155,0.3967432],"study_design_scores_gemma":[0.001983154,0.0014454,0.01559487,0.01395109,0.009042214,0.0003829612,0.000003869349,2.751375e-8,0.00004303568,0.000005500107,0.9570304,0.000517487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1779907,0.8205003,0.00001182875,0.00003698833,0.0005080628,0.0007459833,0.0001764972,0.00002411718,0.00000552643],"genre_scores_gemma":[0.003264612,0.9954172,0.00002512619,0.0004277002,0.00004564847,0.00002450412,0.0007325848,0.00002657938,0.00003603527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9523103,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1932283798","doi":"10.1046/j.1469-0691.8.s.2.5.x","title":"Surveillance of resistance in bacteria causing community‐acquired respiratory tract infections","year":2002,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Moraxella catarrhalis; Streptococcus pneumoniae; Antibiotic resistance; Respiratory tract infections; Antibiotics; Haemophilus influenzae; Penicillin; Empiric therapy; Drug resistance; Biology; Microbiology; Medicine; Intensive care medicine; Internal medicine; Respiratory system","authors":[{"name":"D. Felmingham","is_ca":false},{"name":"Charles Feldman","is_ca":false},{"name":"Waleria Hryniewicz","is_ca":false},{"name":"Keith P. Klugman","is_ca":false},{"name":"S Kohno","is_ca":false},{"name":"Donald E. Low","is_ca":true},{"name":"Carlos Maurício Cardeal Mendes","is_ca":false},{"name":"Arne C. Rodloff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1328885792143097,"gpt":0.4096751524190189,"spread":0.2767865732047091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001509048,0.000359552,0.00222301,0.0004804761,0.0002425941,0.00001178691,0.00006213594,0.001368152,0.00007516382],"category_scores_gemma":[0.000892158,0.0003041811,0.0005312171,0.0005782975,0.0007109345,0.00008406179,0.00007312407,0.001579575,0.00002725629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142987,"about_ca_system_score_gemma":0.0002033182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000496974,"about_ca_topic_score_gemma":0.0006709599,"domain_scores_codex":[0.9949865,0.002571189,0.001728836,0.0004052304,0.00003111815,0.000277171],"domain_scores_gemma":[0.9971614,0.001368252,0.0007349363,0.0005096559,0.0001165295,0.0001092664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001845831,0.01281343,0.4856923,0.03729466,0.00140085,0.00009182162,0.0002553796,0.000002020297,0.006471921,0.0002076558,0.002515445,0.45307],"study_design_scores_gemma":[0.0007996169,0.0008676596,0.05598725,0.005395845,0.0003334286,0.0003436508,0.000004046716,3.743799e-7,0.000004133524,0.00001634569,0.9359924,0.0002552354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1318026,0.8647566,0.00001765048,0.00004874188,0.001392081,0.0008662008,0.00008652756,0.00008812062,0.0009414499],"genre_scores_gemma":[0.02107651,0.9781772,0.00001417669,0.0001917026,0.0002304331,0.00004733857,0.00010832,0.00003681997,0.0001174663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.933477,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047760116","doi":"10.1016/j.cmi.2020.08.005","title":"Treatment of COVID-19 with convalescent plasma: lessons from past coronavirus outbreaks","year":2020,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Convalescent plasma; Coronavirus; Clinical trial; Pandemic; Randomized controlled trial; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Outbreak; Adverse effect; Disease; Internal medicine; Virology; Infectious disease (medical specialty)","authors":[{"name":"Denise J. Wooding","is_ca":true},{"name":"Horacio Bach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.208078416598704,"gpt":0.4798501545621985,"spread":0.2717717379634945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000224181,0.0004084846,0.002563023,0.0001210845,0.00008830218,0.00001080145,0.00008206314,0.0009871828,0.00003201368],"category_scores_gemma":[0.0003078246,0.0002578768,0.0005247887,0.0001812715,0.0008214979,0.00002375593,0.0000763866,0.000621808,0.0001249956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721392,"about_ca_system_score_gemma":0.00117533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016835,"about_ca_topic_score_gemma":0.0001163008,"domain_scores_codex":[0.9974307,0.0005384745,0.0009459519,0.0007664598,0.00005209583,0.0002662784],"domain_scores_gemma":[0.9975662,0.001411201,0.0004484078,0.0003387968,0.00007742963,0.0001579968],"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":[0.001322596,0.001143936,0.04502255,0.003912203,0.001590178,0.0001457749,0.00006152994,3.018055e-8,0.0002694806,0.0000458435,0.0005029675,0.9459829],"study_design_scores_gemma":[0.003496616,0.004852891,0.0005418666,0.001168122,0.001868976,0.0005406733,0.000009338298,0.000002042105,0.0001096675,0.000009164708,0.9871854,0.000215296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01841013,0.9783691,0.0001124209,0.0004488479,0.000476781,0.001439737,0.0004752724,0.0000769879,0.0001907104],"genre_scores_gemma":[0.002232434,0.9925182,0.00003740131,0.004148292,0.0005103392,0.00009408704,0.0004008819,0.00003710021,0.00002128808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9866824,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}