{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":55,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":55,"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":"8ca8b9b3cd9f","filters":{"venue":"Surgical Infections"}},"results":[{"id":"W1991721421","doi":"10.1089/sur.2009.9930","title":"Diagnosis and Management of Complicated Intra-Abdominal Infection in Adults and Children: Guidelines by the Surgical Infection Society and the Infectious Diseases Society of America","year":2010,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":631,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Guideline; Pediatric Infectious Disease; Surgical Infections; Enterocolitis; Necrotizing enterocolitis; Intensive care medicine; General surgery; Appendicitis; Pediatrics; Internal medicine; Pathology; Antibiotics","authors":[{"name":"Joseph S. Solomkin","is_ca":false},{"name":"John E. Mazuski","is_ca":false},{"name":"John S. Bradley","is_ca":false},{"name":"Keith A. Rodvold","is_ca":false},{"name":"Ellie J. C. Goldstein","is_ca":false},{"name":"Ellen Jo Baron","is_ca":false},{"name":"Patrick J. O’Neill","is_ca":false},{"name":"Anthony W. Chow","is_ca":true},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Soumitra R. Eachempati","is_ca":false},{"name":"Sherwood L. Gorbach","is_ca":false},{"name":"Mary Hilfiker","is_ca":false},{"name":"Addison K. May","is_ca":false},{"name":"Avery B. Nathens","is_ca":true},{"name":"Robert G. Sawyer","is_ca":false},{"name":"John G. Bartlett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01208030374748592,"gpt":0.292625456693411,"spread":0.2805451529459251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003428726,0.001152244,0.001227435,0.002500465,0.0006882957,0.001016333,0.001677881,0.002646546,0.001753788],"category_scores_gemma":[0.00978602,0.0004042757,0.001157953,0.00133154,0.0008469716,0.001055717,0.001106693,0.004390249,0.001020639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917624,"about_ca_system_score_gemma":0.006661904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106115,"about_ca_topic_score_gemma":0.03332182,"domain_scores_codex":[0.9970186,0.001015779,0.0009515435,0.0001122033,0.0007596394,0.0001423024],"domain_scores_gemma":[0.9943417,0.001349633,0.001100847,0.00006038606,0.002533339,0.000614034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001210416,0.0004773334,0.0126063,0.002643401,0.0001575848,0.0017622,0.0007575005,0.001362192,0.0006591744,0.002878071,0.6752258,0.3013495],"study_design_scores_gemma":[0.0006799901,0.0007050686,0.07692965,0.0378956,0.0006302479,0.01895636,0.002670055,0.004585959,0.001265698,0.00921631,0.8462813,0.0001838634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02805432,0.4670244,0.05070785,0.3665059,0.01642467,0.003500585,0.004473217,0.0009288059,0.06238034],"genre_scores_gemma":[0.09904719,0.4943758,0.3133997,0.04921407,0.009054397,0.005355158,0.0083967,0.0001915107,0.02096549],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01106115,"threshold_uncertainty_score":0.02199358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344766653","doi":"10.1089/sur.2013.134","title":"Infection in Burns","year":2016,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of General Medical Sciences; Canadian Institutes of Health Research","keywords":"Medicine; Antimicrobial; Infection control; Intensive care medicine; Candida albicans; Antibiotics; Vancomycin; Staphylococcus aureus; Enterococcus; Surgery; Microbiology; Bacteria","authors":[{"name":"William B. Norbury","is_ca":false},{"name":"David N. Herndon","is_ca":false},{"name":"Jessica Tanksley","is_ca":false},{"name":"Marc G. Jeschke","is_ca":false},{"name":"Celeste C. Finnerty","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06185961019057377,"gpt":0.3939337974290301,"spread":0.3320741872384563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008076729,0.001042007,0.001398128,0.002986951,0.000394321,0.001742628,0.0007591206,0.001592446,0.005017268],"category_scores_gemma":[0.001778922,0.0002334746,0.0007445574,0.002348921,0.0008489334,0.001595583,0.0008206367,0.001651712,0.001644879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006881885,"about_ca_system_score_gemma":0.001982006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658546,"about_ca_topic_score_gemma":0.001917456,"domain_scores_codex":[0.9991727,0.0002014402,0.0001642715,0.0001079441,0.0003005305,0.00005303884],"domain_scores_gemma":[0.9990477,0.0004083099,0.0002551967,0.00002574006,0.0002126001,0.0000504063],"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":[0.0000662515,0.00006174083,0.0006898287,0.05903549,0.0001950228,0.0006055681,0.0002339877,0.0002049846,0.0006197494,0.004359548,0.05392632,0.8800016],"study_design_scores_gemma":[0.00002218158,0.000117536,0.00228473,0.04180218,0.0003518416,0.01072188,0.0004078648,0.00009362915,0.000419076,0.00422991,0.9395145,0.00003462495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005676767,0.9987506,0.00004230298,0.0002501446,0.0003073362,0.000003594505,0.00000785823,0.000002661666,0.0005788576],"genre_scores_gemma":[0.001240233,0.9975941,0.00009802263,0.0003023753,0.0004163997,0.000004752324,0.00002002412,0.000001194262,0.0003229329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005017268,"threshold_uncertainty_score":0.01678449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015780991","doi":"10.1089/sur.2006.032","title":"In Vitro Analysis of a Nanocrystalline Silver-Coated Surgical Mesh","year":2007,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Fort Saskatchewan Community Hospital","funders":"","keywords":"Medicine; Staphylococcus aureus; Scanning electron microscope; Polypropylene; Incubation; Bovine serum albumin; Agar plate; Nanocrystalline material; Nuclear chemistry; Chromatography; Surgery; Bacteria; Composite material; Materials science; Nanotechnology; Chemistry; Immunology","authors":[{"name":"Michael S. Cohen","is_ca":false},{"name":"Joshua M. Stern","is_ca":false},{"name":"Alex J. Vanni","is_ca":false},{"name":"Robert S. Kelley","is_ca":false},{"name":"Egbert Baumgart","is_ca":false},{"name":"David P. Field","is_ca":true},{"name":"John A. Libertino","is_ca":false},{"name":"Ian C. Summerhayes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01533773566204717,"gpt":0.3236757008910144,"spread":0.3083379652289672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460702,0.0003393637,0.0002520831,0.0002458945,0.0001328595,0.0002416453,0.0002195944,0.0003439554,0.0005626153],"category_scores_gemma":[0.0002857658,0.0001264809,0.0004105494,0.0001763176,0.0002035876,0.0001466985,0.0001670325,0.0002154221,0.0002340173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671085,"about_ca_system_score_gemma":0.0001796095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008604554,"about_ca_topic_score_gemma":0.001036091,"domain_scores_codex":[0.9996901,0.00005071276,0.00003028772,0.00005497296,0.0001290161,0.00004489968],"domain_scores_gemma":[0.9996247,0.0001271797,0.00009219703,0.00003863117,0.00008512003,0.00003213774],"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":[0.00005504776,0.00001644792,0.0004419575,0.0000824077,0.000008099884,0.00006455842,0.00001620387,0.0001198979,0.9983228,0.0000119663,0.00001211043,0.0008484233],"study_design_scores_gemma":[0.000006359635,0.001003463,0.008917611,0.00002080308,0.00004140471,0.0002570454,0.00004966864,0.001551475,0.9869919,0.00002263095,0.001131575,0.000006046472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892818,0.002877858,0.005755682,0.00005488838,0.00007077997,0.00009451051,0.000251765,0.00003924042,0.001573554],"genre_scores_gemma":[0.9817157,0.002068894,0.01311923,0.00008004265,0.00002855193,0.00009210243,0.0005688582,0.0000250093,0.002301482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008604554,"threshold_uncertainty_score":0.001937985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021695725","doi":"10.1089/sur.2020.102","title":"Burn Infection and Burn Sepsis","year":2020,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Sepsis; Burn wound; Burn injury; Total body surface area; Intensive care medicine; Pseudomonas aeruginosa; Complication; Infection control; Antimicrobial; Surgery; Wound healing; Bacteria; Microbiology","authors":[{"name":"Josephine A. D’Abbondanza","is_ca":true},{"name":"Shahriar Shahrokhi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03392204848928645,"gpt":0.3075411490425511,"spread":0.2736191005532647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001200512,0.0003235358,0.0008274682,0.003597609,0.0004162732,0.001378534,0.0004060549,0.001073968,0.01076811],"category_scores_gemma":[0.006062241,0.0001593232,0.000710669,0.006155719,0.0006551701,0.001629386,0.0008324768,0.000925201,0.0009538043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006102401,"about_ca_system_score_gemma":0.002053027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855184,"about_ca_topic_score_gemma":0.002385968,"domain_scores_codex":[0.9979425,0.0006503852,0.00045667,0.0001453594,0.0006780521,0.0001269658],"domain_scores_gemma":[0.9931954,0.003593203,0.002315874,0.0000702593,0.0006168677,0.0002084021],"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":[0.000941225,0.0002462064,0.07188673,0.1602318,0.001374262,0.006293148,0.0009803147,0.0004618339,0.001412075,0.01123477,0.06011147,0.6848261],"study_design_scores_gemma":[0.0001585892,0.0006120314,0.2288802,0.1649308,0.002584153,0.06050716,0.005315991,0.0005951879,0.001804855,0.02550696,0.5089585,0.0001456146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006859208,0.9824332,0.0001880211,0.004260017,0.0004769032,0.00002713879,0.0002901834,0.00000718145,0.005458094],"genre_scores_gemma":[0.09918621,0.8938906,0.0006720021,0.002960904,0.001398547,0.00004457603,0.0005393132,0.000005846941,0.001302106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01076811,"threshold_uncertainty_score":0.03602296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2784696743","doi":"10.1089/sur.2017.298","title":"Multiple Organ Dysfunction: The Defining Syndrome of Sepsis","year":2018,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Organ dysfunction; Sepsis; Intensive care medicine; Multiple organ dysfunction syndrome; Intensive care unit; Disease; Pathophysiology; Intensive care; Critical illness; Systemic inflammatory response syndrome; Immune Dysfunction; Innate immune system; Immunology; Immune system; Critically ill; Pathology","authors":[{"name":"Markus Ziesmann","is_ca":true},{"name":"John C. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1333092814103309,"gpt":0.3871183125810755,"spread":0.2538090311707447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003161932,0.0007416416,0.0008725745,0.001893568,0.0002831654,0.0006659165,0.0005516486,0.0007806724,0.001529574],"category_scores_gemma":[0.0008850822,0.00009829754,0.0002805342,0.001495643,0.0007711712,0.000842164,0.0006191275,0.001383152,0.000713009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003016393,"about_ca_system_score_gemma":0.0009202251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005387409,"about_ca_topic_score_gemma":0.0005760402,"domain_scores_codex":[0.9997863,0.00005863622,0.00004095295,0.00003204367,0.00005815816,0.00002386975],"domain_scores_gemma":[0.9996122,0.0001393064,0.0001199904,0.000008802757,0.00008034506,0.00003946736],"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":[0.0001010998,0.0000534901,0.003318164,0.02100791,0.0001500819,0.004801663,0.0002991418,0.0003835733,0.002476051,0.008334519,0.05148558,0.9075887],"study_design_scores_gemma":[0.0000294138,0.0001625674,0.008731218,0.01937475,0.0002399475,0.1086584,0.0008166737,0.0002646671,0.001101861,0.01198898,0.8485742,0.00005733641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004390009,0.9969428,0.0002970817,0.0007823779,0.0003604762,0.000004769556,0.00002259351,0.0000097793,0.001141138],"genre_scores_gemma":[0.007240282,0.9905906,0.0003943129,0.0005553332,0.000861957,0.000007198473,0.00004862388,0.000002058004,0.0002996172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001893568,"threshold_uncertainty_score":0.00511694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156543495","doi":"10.1089/sur.2010.024","title":"The Surviving Sepsis Campaign: A History and a Perspective","year":2010,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Surviving Sepsis Campaign; Medicine; Septic shock; Sepsis; Promulgation; Resuscitation; Intensive care medicine; Intensive care; MEDLINE; Family medicine; Severe sepsis; Nursing; Emergency medicine; Internal medicine; Law","authors":[{"name":"John C. Marshall","is_ca":true},{"name":"R. Phillip Dellinger","is_ca":false},{"name":"Mitchell Levy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1327642711526549,"gpt":0.4076935522065561,"spread":0.2749292810539012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005818715,0.001244021,0.002004074,0.006481849,0.001067798,0.004625973,0.001020028,0.005688466,0.003022456],"category_scores_gemma":[0.01111364,0.0005997925,0.0008564032,0.0116841,0.002951772,0.006921849,0.001921734,0.007231288,0.0009071887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036782,"about_ca_system_score_gemma":0.007359431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004564207,"about_ca_topic_score_gemma":0.006355344,"domain_scores_codex":[0.997698,0.001095444,0.0003156283,0.0001708536,0.0005686899,0.0001513245],"domain_scores_gemma":[0.9868829,0.009100984,0.001263169,0.0001675264,0.001759501,0.0008259892],"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":[0.0004089023,0.0001854405,0.001303302,0.05046405,0.0002976861,0.0006818228,0.001131404,0.0004083961,0.0005826832,0.04306094,0.1924978,0.7089775],"study_design_scores_gemma":[0.00005847603,0.0001513203,0.002123587,0.0467524,0.0001296231,0.0008726325,0.001131657,0.00007152517,0.0001155915,0.006795917,0.9417538,0.00004343366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007199469,0.9837789,0.00002580594,0.01429801,0.001160976,0.000002678396,0.00000994699,0.000002013966,0.0006496464],"genre_scores_gemma":[0.0007875413,0.9935966,0.00005817175,0.00424857,0.001120579,0.000008931842,0.00001086778,0.00000160947,0.0001671734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006481849,"threshold_uncertainty_score":0.03077263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095728430","doi":"10.1089/sur.2008.112","title":"Predicting Death in Necrotizing Soft Tissue Infections: A Clinical Score","year":2009,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Framingham Risk Score; Hematocrit; Internal medicine; Mortality rate; Retrospective cohort study; Disease","authors":[{"name":"Daniel A. Anaya","is_ca":false},{"name":"Eileen M. Bulger","is_ca":false},{"name":"Yong S. Kwon","is_ca":false},{"name":"Lillian S. Kao","is_ca":false},{"name":"Heather L. Evans","is_ca":false},{"name":"Avery B. Nathens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06626661509750567,"gpt":0.3999358668149039,"spread":0.3336692517173983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002427041,0.0006849973,0.0005374485,0.001754084,0.000197328,0.001000715,0.0005162514,0.0003967921,0.001111729],"category_scores_gemma":[0.009209975,0.0001328259,0.0004312967,0.0007991227,0.0004008214,0.0006525269,0.0009793269,0.0005944176,0.0003785276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370469,"about_ca_system_score_gemma":0.0007261169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829547,"about_ca_topic_score_gemma":0.0008786081,"domain_scores_codex":[0.9990501,0.0003918143,0.0001497299,0.00008474945,0.0002655678,0.0000581129],"domain_scores_gemma":[0.9952639,0.001642758,0.001312162,0.0001401483,0.001110605,0.0005303608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002523914,0.00009453329,0.9875104,0.00003194203,0.00007128646,0.00005196077,0.00002618069,0.001447695,0.0003278943,0.00003611058,0.0004316201,0.009718054],"study_design_scores_gemma":[0.0001753281,0.002489762,0.9421397,0.00007303503,0.0001709015,0.001259559,0.0002554624,0.05084873,0.001212195,0.0006051846,0.0007390126,0.00003111065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949043,0.0002194787,0.003335082,0.0002080261,0.0000196301,0.00009983971,0.000469116,0.00004564417,0.0006989181],"genre_scores_gemma":[0.9952952,0.00009268865,0.003593702,0.00002597261,0.00002282812,0.00004216411,0.0008315648,0.000003640266,0.00009230344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002427041,"threshold_uncertainty_score":0.01283556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787788586","doi":"10.1089/sur.2017.231","title":"A Randomized Controlled Trial of Video Education versus Skill Demonstration: Which Is More Effective in Teaching Sterile Surgical Technique?","year":2018,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Randomized controlled trial; Medical education; Surgery; Medical physics; General surgery","authors":[{"name":"Stephanie N. Pilieci","is_ca":true},{"name":"Saad Y. Salim","is_ca":true},{"name":"Daithi S. Heffernan","is_ca":false},{"name":"Kamal M.F. Itani","is_ca":false},{"name":"Rachel G. Khadaroo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279651561031191,"gpt":0.3576068073074373,"spread":0.3448102916971254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003810068,0.002072873,0.005418017,0.001124018,0.0009689747,0.001599033,0.001935596,0.003690933,0.01788765],"category_scores_gemma":[0.009543376,0.001159351,0.00187797,0.0007393658,0.002397726,0.002300014,0.000879251,0.003813972,0.001605473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514705,"about_ca_system_score_gemma":0.002633904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702792,"about_ca_topic_score_gemma":0.002541555,"domain_scores_codex":[0.9962178,0.001997448,0.0003918241,0.0007288313,0.0002909322,0.0003731709],"domain_scores_gemma":[0.9929178,0.003724048,0.001375511,0.0002844424,0.000382453,0.001315772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9708474,0.01940871,0.0002119666,0.0008093377,0.0003120986,0.00001942648,0.00006047031,0.00008956889,0.0005055655,0.0001033489,0.0003361611,0.007295948],"study_design_scores_gemma":[0.9017858,0.09622877,0.0006598699,0.00006797732,0.000304403,0.000007519722,0.00003488936,0.0002962181,0.0002257643,0.0001308525,0.0002462636,0.00001158461],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489742,0.004694685,0.001467484,0.001213639,0.002516181,0.03660481,0.0009871416,0.0002626503,0.003279277],"genre_scores_gemma":[0.9278837,0.002354732,0.005934684,0.001312901,0.001132326,0.05714315,0.0004565273,0.00003299497,0.003748989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01788765,"threshold_uncertainty_score":0.05984014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997409959","doi":"10.1089/109629600750018141","title":"Pathogenesis of Multiple Organ Dysfunction Syndrome: Gut Origin, Protection, and Decontamination","year":2000,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Multiple organ dysfunction syndrome; Medicine; Pathogenesis; Organ dysfunction; Resuscitation; Immunology; Systemic inflammatory response syndrome; Bacterial translocation; Sepsis; Intensive care medicine; Chromosomal translocation; Biology; Surgery","authors":[{"name":"Ori D. Rotstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02505149409421866,"gpt":0.2750092851727026,"spread":0.249957791078484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353481,0.001299096,0.001765193,0.001785673,0.0003641319,0.0009364769,0.001013514,0.001409337,0.002150928],"category_scores_gemma":[0.0005785606,0.0002168203,0.0002861703,0.002061356,0.0007766138,0.001796874,0.0005381771,0.001399976,0.002101073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534611,"about_ca_system_score_gemma":0.0008541022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007880125,"about_ca_topic_score_gemma":0.001468243,"domain_scores_codex":[0.9998386,0.00003458788,0.0000250406,0.00002840314,0.00005788276,0.00001547614],"domain_scores_gemma":[0.9997534,0.00008847546,0.00004088687,0.000009170764,0.00007025654,0.00003771581],"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":[0.0001332087,0.0001076595,0.0004927324,0.009169072,0.0000647746,0.000683044,0.00007644325,0.0003286426,0.001641385,0.00235018,0.03311823,0.9518346],"study_design_scores_gemma":[0.00004923602,0.000211996,0.003563003,0.003999498,0.00008190339,0.00720193,0.0001730505,0.0001588497,0.0005663187,0.004034086,0.9799339,0.00002629517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001308896,0.9985309,0.000106273,0.0002858721,0.0003022874,0.000003295756,0.000004618652,0.000005280132,0.0006306064],"genre_scores_gemma":[0.0009521094,0.9976676,0.0001389601,0.0002314551,0.0003398122,0.000005664641,0.00001134338,9.54023e-7,0.0006520553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002150928,"threshold_uncertainty_score":0.007195532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782601916","doi":"10.1089/sur.2017.288","title":"Status and Challenges of Predicting and Diagnosing Sepsis in Burn Patients","year":2018,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Sunnybrook Hospital","funders":"","keywords":"Medicine; Sepsis; Intensive care medicine; Procalcitonin; Context (archaeology); Septic shock; Surgery","authors":[{"name":"Mile Stanojcic","is_ca":true},{"name":"Roohi Vinaik","is_ca":true},{"name":"Marc G. Jeschke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07823704424117145,"gpt":0.3635031853109095,"spread":0.2852661410697381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002616527,0.0007885859,0.001441372,0.003042956,0.0004081386,0.001878425,0.001121922,0.001615746,0.001276374],"category_scores_gemma":[0.009672645,0.0003022625,0.0008383876,0.002042566,0.001031278,0.002451231,0.0009416555,0.002424965,0.0007041841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008457288,"about_ca_system_score_gemma":0.002686194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261889,"about_ca_topic_score_gemma":0.002890371,"domain_scores_codex":[0.9983863,0.0005817586,0.0003564445,0.000166871,0.0004474454,0.00006112885],"domain_scores_gemma":[0.9949909,0.003287951,0.0004952496,0.00009466871,0.001003727,0.0001275341],"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":[0.00006369631,0.00006009277,0.001884006,0.03043219,0.0001745831,0.0002427867,0.0003035786,0.0003312741,0.0002651473,0.002677536,0.01825029,0.9453146],"study_design_scores_gemma":[0.00003340206,0.0002385684,0.01154269,0.1024474,0.001027204,0.007879515,0.001414979,0.0006521747,0.0007773891,0.01128791,0.8625731,0.0001255793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001654888,0.9975795,0.0001460457,0.001457741,0.000194276,0.000004564806,0.00001425189,0.000006038999,0.0004321024],"genre_scores_gemma":[0.001594265,0.9972252,0.0003918694,0.0003736608,0.0003056806,0.000006806196,0.00001906949,0.000001560268,0.00008207527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003042956,"threshold_uncertainty_score":0.0138377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768470069","doi":"10.1089/sur.2017.219","title":"A Global Declaration on Appropriate Use of Antimicrobial Agents across the Surgical Pathway","year":2017,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; London Health Sciences Centre; McMaster University; University of Toronto; Hamilton Health Sciences; Canada Research Chairs; Foothills Medical Centre","funders":"","keywords":"Declaration; Medicine; Antibiotic resistance; Public health; Intensive care medicine; Global health; Resistance (ecology); Health care; Antimicrobial; Antibiotics; Nursing; Microbiology; Political science; Law","authors":[{"name":"Massimo Sartelli","is_ca":false},{"name":"Yoram Kluger","is_ca":false},{"name":"Luca Ansaloni","is_ca":false},{"name":"Jean Carlet","is_ca":false},{"name":"Adrian Brink","is_ca":false},{"name":"Timothy Craig Hardcastle","is_ca":false},{"name":"Ashish K. Khanna","is_ca":false},{"name":"Alain Chicom-Mefire","is_ca":false},{"name":"Jesús Rodríguez‐Baño","is_ca":false},{"name":"Dilip Nathwani","is_ca":false},{"name":"Marc Mendelson","is_ca":false},{"name":"Richard Watkins","is_ca":false},{"name":"Céline Pulcini","is_ca":false},{"name":"Bojana Beovič","is_ca":false},{"name":"Addison K. May","is_ca":false},{"name":"Kamal M.F. Itani","is_ca":false},{"name":"John E. Mazuski","is_ca":false},{"name":"Donald E. Fry","is_ca":false},{"name":"Federico Coccolini","is_ca":false},{"name":"Kemal Raşa","is_ca":false},{"name":"Philippe Montravers","is_ca":false},{"name":"Christian Eckmann","is_ca":false},{"name":"Lilian M. Abbo","is_ca":false},{"name":"Salisu Abubakar","is_ca":false},{"name":"Fikri M. Abu‐Zidan","is_ca":false},{"name":"A. R. K. Adesunkanmi","is_ca":false},{"name":"Majdi N. Al‐Hasan","is_ca":false},{"name":"Asma Althani","is_ca":false},{"name":"Jorge Eduardo Alvarenga Ticas","is_ca":false},{"name":"Shamshul Ansari","is_ca":false},{"name":"Rashid Ansumana","is_ca":false},{"name":"André Ricardo Araújo da Silva","is_ca":false},{"name":"Goran Augustin","is_ca":false},{"name":"Miklosh Bala","is_ca":false},{"name":"Zsolt J. Balogh","is_ca":false},{"name":"O. Baraket","is_ca":false},{"name":"Mark J. Bassett","is_ca":false},{"name":"Giovanni Bellanova","is_ca":false},{"name":"Marcelo A. Beltrán","is_ca":false},{"name":"Ofir Ben-Ishay","is_ca":false},{"name":"Walter L. Biffl","is_ca":false},{"name":"Marja A. Boermeester","is_ca":false},{"name":"Stephen M. Brecher","is_ca":false},{"name":"Juan Bueno","is_ca":false},{"name":"Miguel Caínzos","is_ca":false},{"name":"Kelly A. Cairns","is_ca":false},{"name":"Adrián Camacho-Ortíz","is_ca":false},{"name":"Marco Ceresoli","is_ca":false},{"name":"Sujith J Chandy","is_ca":false},{"name":"Jill R. Cherry‐Bukowiec","is_ca":false},{"name":"Roberto Cirocchi","is_ca":false},{"name":"Elif Çolak","is_ca":false},{"name":"Antonio Corcione","is_ca":false},{"name":"Oliver A. Cornely","is_ca":false},{"name":"Francesco Cortese","is_ca":false},{"name":"Yunfeng Cui","is_ca":false},{"name":"Daniel Curcio","is_ca":false},{"name":"Dimitrios Damaskos","is_ca":false},{"name":"Koray Daş","is_ca":false},{"name":"Samir Delibegović","is_ca":false},{"name":"Zaza Demetrashvili","is_ca":false},{"name":"Belinda De Simone","is_ca":false},{"name":"Hamilton Petry de Souza","is_ca":false},{"name":"Jan J. De Waele","is_ca":false},{"name":"Sameer Dhingra","is_ca":false},{"name":"José J. Diaz","is_ca":false},{"name":"Isidoro Di Carlo","is_ca":false},{"name":"Francesco Di Marzo","is_ca":false},{"name":"Salomone Di Saverio","is_ca":false},{"name":"Agron Dogjani","is_ca":false},{"name":"Gereltuya Dorj","is_ca":false},{"name":"Laurent Dortet","is_ca":false},{"name":"Therèse M. Duane","is_ca":false},{"name":"Hervé Dupont","is_ca":false},{"name":"Egiev Vn","is_ca":false},{"name":"Hani O. Eid","is_ca":false},{"name":"Mutasim M. Elmangory","is_ca":false},{"name":"Hany E. Marei","is_ca":false},{"name":"Mushira Enani","is_ca":false},{"name":"Kevin Escandón-Vargas","is_ca":false},{"name":"Mário Paulo Faro","is_ca":false},{"name":"Paula Ferrada","is_ca":false},{"name":"Domitilla Foghetti","is_ca":false},{"name":"Esteban Foíanini","is_ca":false},{"name":"Gustavo Pereira Fraga","is_ca":false},{"name":"Sabrina Frattima","is_ca":false},{"name":"Chinmay Gandhi","is_ca":false},{"name":"Gianni Gattuso","is_ca":false},{"name":"E. Giamarellou","is_ca":false},{"name":"Wagih Ghnnam","is_ca":false},{"name":"George Gkiokas","is_ca":false},{"name":"Massimo Girardis","is_ca":false},{"name":"Debbie A. Goff","is_ca":false},{"name":"Carlos Augusto Gomes","is_ca":false},{"name":"Harumi Gomi","is_ca":false},{"name":"Rosio Isabel Guerra Gronerth","is_ca":false},{"name":"Xavier Guirao","is_ca":false},{"name":"Manuel Guzmán-Blanco","is_ca":false},{"name":"Mainul Haque","is_ca":false},{"name":"Andreas Hecker","is_ca":false},{"name":"Markus Hell","is_ca":false},{"name":"Torsten Herzog","is_ca":false},{"name":"Lauri A. Hicks","is_ca":false},{"name":"Reinhold Kafka‐Ritsch","is_ca":false},{"name":"Lillian S. Kao","is_ca":false},{"name":"Souha S. Kanj","is_ca":false},{"name":"Lewis J. Kaplan","is_ca":false},{"name":"Garima Kapoor","is_ca":false},{"name":"Aleksandar Karamarković","is_ca":false},{"name":"Jeffry L. Kashuk","is_ca":false},{"name":"Jakub Kenig","is_ca":false},{"name":"Faryal Khamis","is_ca":false},{"name":"Vladimir Khokha","is_ca":false},{"name":"Ronald Kiguba","is_ca":true},{"name":"Andrew W. Kirkpatrick","is_ca":false},{"name":"Hartwig Kørner","is_ca":false},{"name":"Kaoru Koike","is_ca":false},{"name":"Kenneth Yuh Yen Kok","is_ca":false},{"name":"Kateryna Kon","is_ca":false},{"name":"Victor Kong","is_ca":false},{"name":"Kenji Inaba","is_ca":false},{"name":"Orestis Ioannidis","is_ca":false},{"name":"Arda Işık","is_ca":false},{"name":"Katia Iskandar","is_ca":false},{"name":"Maurizio Labbate","is_ca":false},{"name":"Francesco M. Labricciosa","is_ca":false},{"name":"Katrien Lagrou","is_ca":false},{"name":"Leonel Lagunes","is_ca":false},{"name":"Rifat Latifi","is_ca":false},{"name":"Kostas Lasithiotakis","is_ca":false},{"name":"Ramanan Laxminarayan","is_ca":false},{"name":"Jae Gil Lee","is_ca":false},{"name":"Marc Léone","is_ca":false},{"name":"Ari Leppäniemi","is_ca":false},{"name":"Yousheng Li","is_ca":false},{"name":"Stephen Y. Liang","is_ca":false},{"name":"Kui‐Hin Liau","is_ca":false},{"name":"Andrey Litvin","is_ca":false},{"name":"Tonny Loho","is_ca":false},{"name":"Warren Lowman","is_ca":false},{"name":"Gustavo M. Machaín","is_ca":false},{"name":"Ronald V. Maier","is_ca":false},{"name":"Ramiro Manzano-Núñez","is_ca":false},{"name":"Athanasios Marinis","is_ca":false},{"name":"Cristina Marmorale","is_ca":false},{"name":"Ignacio Martín‐Loeches","is_ca":false},{"name":"Sanjay Marwah","is_ca":false},{"name":"Emilio Maseda","is_ca":false},{"name":"Michael McFarlane","is_ca":false},{"name":"Renato Bessa Melo","is_ca":false},{"name":"Ziad A. Memish","is_ca":true},{"name":"Dominik Mertz","is_ca":false},{"name":"Cristian Meșină","is_ca":false},{"name":"Francesco Menichetti","is_ca":false},{"name":"Shyam Kumar Mishra","is_ca":false},{"name":"Giulia Montori","is_ca":false},{"name":"Ernest E. Moore","is_ca":false},{"name":"Frederick A. Moore","is_ca":false},{"name":"Noel Naidoo","is_ca":false},{"name":"Lena M. Napolitano","is_ca":false},{"name":"Ionuţ Negoi","is_ca":false},{"name":"David P. Nicolau","is_ca":false},{"name":"Ioannis Nikolopoulos","is_ca":false},{"name":"Carl Erik Nord","is_ca":false},{"name":"Richard Ofori‐Asenso","is_ca":false},{"name":"Iyiade Olaoye","is_ca":false},{"name":"Abdelkarim H Omari","is_ca":false},{"name":"Carlos A. Ordóñez","is_ca":false},{"name":"Mouaqit Ouadii","is_ca":false},{"name":"Abdoul–Salam Ouédraogo","is_ca":false},{"name":"Léonardo Pagani","is_ca":false},{"name":"José Artur Paiva","is_ca":false},{"name":"José Gustavo Parreira","is_ca":false},{"name":"Francesco Pata","is_ca":false},{"name":"Jorge Pereira","is_ca":false},{"name":"Nuno Rocha Pereira","is_ca":false},{"name":"Nicola Petrosillo","is_ca":false},{"name":"Edoardo Picetti","is_ca":false},{"name":"Tadeja Pintar","is_ca":false},{"name":"Alfredo Ponce‐de‐León","is_ca":true},{"name":"Zagorka Popovski","is_ca":false},{"name":"Garyphallia Poulakou","is_ca":false},{"name":"Jacobus Preller","is_ca":false},{"name":"Adrián Puello Guerrero","is_ca":false},{"name":"G. Pupelis","is_ca":false},{"name":"Martha Quiodettis","is_ca":false},{"name":"Timothy M. Rawson","is_ca":false},{"name":"Martin Reichert","is_ca":false},{"name":"Konrad Reinhart","is_ca":false},{"name":"Miran Rems","is_ca":false},{"name":"Jordi Rello","is_ca":true},{"name":"Sandro Rizoli","is_ca":false},{"name":"Jason A. Roberts","is_ca":false},{"name":"Inés Rubio‐Pérez","is_ca":false},{"name":"Étienne Ruppé","is_ca":false},{"name":"Boris Sakakushev","is_ca":false},{"name":"Ibrahima Sall","is_ca":false},{"name":"Hossein Samadi Kafil","is_ca":false},{"name":"James M. Sanders","is_ca":false},{"name":"Norio Sato","is_ca":false},{"name":"Robert G. Sawyer","is_ca":false},{"name":"Thomas Scalea","is_ca":false},{"name":"Rodolfo Scibé","is_ca":false},{"name":"Luigia Scudeller","is_ca":false},{"name":"Helmut Segovia Lohse","is_ca":false},{"name":"Gabriele Sganga","is_ca":false},{"name":"Nusrat Shafiq","is_ca":false},{"name":"Jay Shah","is_ca":false},{"name":"Patrizia Spigaglia","is_ca":false},{"name":"Shanoo Suroowan","is_ca":false},{"name":"Constantinos Tsioutis","is_ca":false},{"name":"Costi D. Sifri","is_ca":false},{"name":"Boonying Siribumrungwong","is_ca":false},{"name":"Michael Sugrue","is_ca":false},{"name":"Peep Talving","is_ca":false},{"name":"Boun Kim Tan","is_ca":false},{"name":"Antonio Tarasconi","is_ca":false},{"name":"Carlo Tascini","is_ca":false},{"name":"Jonathan Tilsed","is_ca":false},{"name":"Jéan‐François Timsit","is_ca":false},{"name":"Mario Tumbarello","is_ca":false},{"name":"Ngo Tat Trung","is_ca":false},{"name":"Jan Ulrych","is_ca":false},{"name":"Selman Uranues","is_ca":false},{"name":"George Velmahos","is_ca":false},{"name":"András Vereczkei","is_ca":false},{"name":"Pierluigi Viale","is_ca":false},{"name":"Claudio Viscoli","is_ca":false},{"name":"Florian Wagenlehner","is_ca":false},{"name":"Brian J. Wright","is_ca":false},{"name":"Yonghong Xiao","is_ca":false},{"name":"Kuo‐Ching Yuan","is_ca":false},{"name":"Sanoop Koshy Zachariah","is_ca":false},{"name":"Jean Ralph Zahar","is_ca":false},{"name":"Paulo Mergulhão","is_ca":false},{"name":"Fausto Catena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04478856219093841,"gpt":0.3105890390414056,"spread":0.2658004768504671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02027458,0.001291709,0.00100168,0.00101141,0.002138842,0.003868525,0.001891891,0.01220408,0.004702686],"category_scores_gemma":[0.03275557,0.001090222,0.001860053,0.0008507817,0.005359063,0.002071896,0.004079122,0.01608927,0.002932607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726699,"about_ca_system_score_gemma":0.02567941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746984,"about_ca_topic_score_gemma":0.002622929,"domain_scores_codex":[0.9818469,0.007698449,0.002981512,0.0007653656,0.004394628,0.002313262],"domain_scores_gemma":[0.9643107,0.01911062,0.003714562,0.002551594,0.007510101,0.002802446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002393423,0.0002018875,0.002118688,0.002292093,0.00007145635,0.002008363,0.006767453,0.000898573,0.006077976,0.1525445,0.7570177,0.06976204],"study_design_scores_gemma":[0.00003490529,0.00008855439,0.001826499,0.002249249,0.00003486732,0.0007621704,0.0006361055,0.0001337882,0.0008423703,0.008425257,0.9849139,0.00005231336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01572116,0.02255782,0.03076304,0.5813106,0.06834053,0.001244478,0.004070116,0.0006825707,0.2753098],"genre_scores_gemma":[0.1642324,0.02012895,0.08972648,0.5073593,0.02066839,0.004656934,0.005366105,0.0007040124,0.1871574],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02027458,"threshold_uncertainty_score":0.1072235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016114522","doi":"10.1089/sur.2020.013","title":"Risk Factors of Infectious Complications after Ureteroscopy: A Systematic Review and Meta-Analysis Based on Adjusted Effect Estimate","year":2020,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Ureteroscopy; Meta-analysis; Odds ratio; Confidence interval; Cochrane Library; Subgroup analysis; Publication bias; Internal medicine; Nomogram; Laser lithotripsy; Surgery; Lithotripsy; Ureter","authors":[{"name":"Yucheng Ma","is_ca":false},{"name":"Zhongyu Jian","is_ca":false},{"name":"Yuan Chi","is_ca":false},{"name":"Hong Li","is_ca":false},{"name":"Kunjie Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05488456778485509,"gpt":0.3785566152387961,"spread":0.323672047453941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01563042,0.003614938,0.02418143,0.008954096,0.0007060143,0.003715951,0.002666206,0.002495307,0.00440211],"category_scores_gemma":[0.03444991,0.001915978,0.06280125,0.007835804,0.000793821,0.002695426,0.001635671,0.002645585,0.0002888189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411978,"about_ca_system_score_gemma":0.00346358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005350078,"about_ca_topic_score_gemma":0.009458958,"domain_scores_codex":[0.9893834,0.004158404,0.00352766,0.001324752,0.001233041,0.0003727926],"domain_scores_gemma":[0.9807867,0.01427738,0.002891653,0.0005585646,0.001289104,0.0001965516],"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":[0.001982689,0.00003284801,0.004430146,0.3243074,0.6586368,0.000154453,0.00006753956,0.0007236976,0.0002018966,0.0001426477,0.0004863033,0.00883351],"study_design_scores_gemma":[0.0003976184,0.0001003176,0.001971568,0.01049973,0.9858428,0.0000690704,0.00002213373,0.0001774099,0.00006142627,0.0001490793,0.0006923679,0.00001650056],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004634733,0.9922505,0.001238305,0.000206206,0.0001750445,0.0004713117,0.0007461833,0.00004100604,0.0002365914],"genre_scores_gemma":[0.1764795,0.8122662,0.004990967,0.0009720415,0.000414968,0.002682292,0.001654722,0.00006373263,0.000475578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02418143,"threshold_uncertainty_score":0.08266246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1490503814","doi":"10.1089/sur.2013.264","title":"Odontogenic Maxillofacial Infections: A Ten-Year Retrospective Analysis","year":2015,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Metronidazole; Penicillin; Odontogenic; Odontogenic infection; Dentistry; Antibiotics; Retrospective cohort study; Dermatology; Gentamicin; Internal medicine; Pathology; Microbiology","authors":[{"name":"Rūta Rastenienė","is_ca":false},{"name":"Алина Пуриене","is_ca":false},{"name":"Jolanta Aleksejūnienė","is_ca":true},{"name":"Vytautė Pečiulienė","is_ca":false},{"name":"Linas Zaleckas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169801680273329,"gpt":0.3030378221260142,"spread":0.2813398053232809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099944,0.0003369645,0.0005105693,0.001887561,0.0007022176,0.0006738157,0.0003786828,0.000568783,0.001511976],"category_scores_gemma":[0.001382106,0.0004611309,0.0006012013,0.002295961,0.0003972462,0.0007095165,0.0006892278,0.0004135053,0.0003536941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198618,"about_ca_system_score_gemma":0.0006811334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005398178,"about_ca_topic_score_gemma":0.005760258,"domain_scores_codex":[0.9993309,0.0001029471,0.0001450739,0.0001403291,0.0001378163,0.0001429554],"domain_scores_gemma":[0.9981791,0.0002536707,0.001073571,0.00009050914,0.0001812958,0.0002218747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004165647,0.00002089079,0.9986021,0.00001455789,0.00001975934,0.0003784768,0.00006211942,0.0000103122,0.00007799752,0.000003886383,0.00003732791,0.0007308935],"study_design_scores_gemma":[0.000004854454,0.000143628,0.9957964,0.00001846847,0.00003047059,0.003070802,0.0005638362,0.00005196893,0.00005792983,0.000006612082,0.0002499025,0.000004989234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986781,0.0006769628,0.00005301006,0.00001660667,0.000003459523,0.00001483835,0.0003475632,0.000002431002,0.0002069184],"genre_scores_gemma":[0.9986035,0.0005577903,0.00008619539,0.00003069431,0.00001267478,0.00002063362,0.0006125132,0.000001996823,0.00007407823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005398178,"threshold_uncertainty_score":0.01073354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978516965","doi":"10.1089/sur.2005.6.269","title":"Meropenem Versus Imipenem-Cilastatin for the Treatment of Hospitalized Patients with Complicated Skin and Skin Structure Infections: Results of a Multicenter, Randomized, Double-Blind Comparative Study","year":2005,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Meropenem; Medicine; Imipenem/cilastatin; Cilastatin; Tolerability; Imipenem; Population; Internal medicine; Carbapenem; Adverse effect; Randomized controlled trial; Clinical endpoint; Surgery; Antibiotics; Antibiotic resistance; Microbiology","authors":[{"name":"Timothy C. Fabian","is_ca":false},{"name":"Thomas M. File","is_ca":false},{"name":"John M. Embil","is_ca":true},{"name":"Jacobus Edmund Joubert Krige","is_ca":false},{"name":"Stanley R. Klein","is_ca":false},{"name":"Andrea Rose","is_ca":false},{"name":"David Melnick","is_ca":false},{"name":"Norberto E. Soto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04663244367288567,"gpt":0.3578478669133378,"spread":0.3112154232404521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006398629,0.00138153,0.003794313,0.0005222101,0.0004409554,0.001037689,0.0008879928,0.001778992,0.003687261],"category_scores_gemma":[0.00726612,0.0007047373,0.002925599,0.0005306572,0.001246123,0.001266556,0.0004067375,0.001792034,0.0003770032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026068,"about_ca_system_score_gemma":0.001154141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003938077,"about_ca_topic_score_gemma":0.0007156719,"domain_scores_codex":[0.9958737,0.002993854,0.0004146241,0.0003171781,0.0001921967,0.0002083277],"domain_scores_gemma":[0.9939007,0.002678194,0.001477428,0.0004655684,0.0004709259,0.001007173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9759666,0.008435076,0.0009524804,0.0004251284,0.001170687,0.00002163834,0.00005298587,0.0001410615,0.001739335,0.00003836517,0.0001515952,0.01090509],"study_design_scores_gemma":[0.8426167,0.1517528,0.003174157,0.00003482874,0.001169444,0.00003173069,0.00003444754,0.0004225666,0.0004816087,0.0000522622,0.0002122728,0.00001715411],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923259,0.004068325,0.0005971731,0.0002793094,0.0002842968,0.001659496,0.0002653374,0.00003799483,0.0004822432],"genre_scores_gemma":[0.9933487,0.00203019,0.001407745,0.0004283822,0.0005628357,0.001441078,0.0003733247,0.00001381117,0.0003940022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006398629,"threshold_uncertainty_score":0.03383958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2711527128","doi":"10.1089/sur.2017.084","title":"Longer-Duration Antimicrobial Therapy Does Not Prevent Treatment Failure in High-Risk Patients with Complicated Intra-Abdominal Infections","year":2017,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institutes of Health","keywords":"Medicine; Internal medicine; Regimen; Logistic regression; Randomization; Risk factor; Surgery; Clinical trial","authors":[{"name":"Taryn E. Hassinger","is_ca":false},{"name":"Christopher A. Guidry","is_ca":false},{"name":"Ori D. Rotstein","is_ca":true},{"name":"Therèse M. Duane","is_ca":false},{"name":"Heather L. Evans","is_ca":false},{"name":"Charles H. Cook","is_ca":false},{"name":"Patrick J. O’Neill","is_ca":false},{"name":"John E. Mazuski","is_ca":false},{"name":"Reza Askari","is_ca":false},{"name":"Lena M. Napolitano","is_ca":false},{"name":"Nicholas Namias","is_ca":false},{"name":"Preston R. Miller","is_ca":false},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Raúl Coimbra","is_ca":false},{"name":"Christine S. Cocanour","is_ca":false},{"name":"Kaysie L. Banton","is_ca":false},{"name":"Joseph Cuschieri","is_ca":false},{"name":"Kimberley A. Popovsky","is_ca":false},{"name":"Robert G. Sawyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0145877763983285,"gpt":0.2769285579389946,"spread":0.2623407815406661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126904,0.0001417698,0.0006419289,0.0001237739,0.0001775419,0.0003057017,0.000199123,0.0003377913,0.001178378],"category_scores_gemma":[0.005822791,0.00007035142,0.0006024152,0.0001931925,0.0002041747,0.0003117801,0.0002113547,0.0005382813,0.000100477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108193,"about_ca_system_score_gemma":0.0004651195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002052933,"about_ca_topic_score_gemma":0.0004551697,"domain_scores_codex":[0.9994004,0.0003036464,0.00007350122,0.0000536863,0.00009050207,0.00007828344],"domain_scores_gemma":[0.9948125,0.00194794,0.002013439,0.0002585924,0.0001616037,0.0008059171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02917203,0.001861925,0.8386117,0.00048731,0.0007917781,0.0003519344,0.0002148412,0.001259514,0.002859818,0.0001522398,0.001250908,0.122986],"study_design_scores_gemma":[0.001452824,0.01874349,0.9752274,0.0001517923,0.0002728236,0.0006904448,0.0001122171,0.001459379,0.0005367798,0.0002487894,0.001090178,0.00001382879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970493,0.0021254,0.0002563063,0.0001927203,0.00002186803,0.00001880416,0.00003613946,0.000005925452,0.0002937524],"genre_scores_gemma":[0.9993916,0.000271235,0.0001457131,0.00006581565,0.0000279839,0.000012883,0.0000509347,0.000001185302,0.00003262187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00126904,"threshold_uncertainty_score":0.006711423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895813874","doi":"10.1089/sur.2018.156","title":"Antiseptic Irrigation as an Effective Interventional Strategy for Reducing the Risk of Surgical Site Infections","year":2018,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Intensive care medicine; Antiseptic; Surgical site infection; Infection control; Antibiotic prophylaxis; Surgery; Antibiotics; Pathology","authors":[{"name":"Charles E. Edmiston","is_ca":false},{"name":"Maureen Spencer","is_ca":false},{"name":"David Leaper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05382643198822986,"gpt":0.4144582805173811,"spread":0.3606318485291513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005635985,0.0006529936,0.001198782,0.0022287,0.0002289562,0.001127416,0.0006433569,0.001031287,0.004156897],"category_scores_gemma":[0.001697387,0.0002076187,0.001194747,0.001603017,0.0002854126,0.0009299501,0.0004488491,0.001068795,0.0007309536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604707,"about_ca_system_score_gemma":0.001579937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327048,"about_ca_topic_score_gemma":0.002156842,"domain_scores_codex":[0.9995915,0.00009825252,0.0000894387,0.00005696803,0.0001335926,0.00003015427],"domain_scores_gemma":[0.9994169,0.0003306388,0.0001032284,0.0000105834,0.0001181761,0.00002043173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001374437,0.0001435283,0.00052165,0.1667684,0.0005848652,0.0002480453,0.0001658,0.0004880819,0.001697412,0.003733789,0.02368321,0.8018277],"study_design_scores_gemma":[0.00006569707,0.0002988595,0.003578096,0.06597481,0.00181846,0.002137122,0.000187635,0.0002706397,0.0009444103,0.002448249,0.9222389,0.00003705094],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000191922,0.9986645,0.00009911373,0.0002163235,0.0001024143,0.000009544405,0.00002475491,0.000005988323,0.0006854852],"genre_scores_gemma":[0.001340753,0.9979234,0.0002379433,0.0001623103,0.00007221018,0.00001133382,0.00002348094,0.000001193135,0.0002274877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004156897,"threshold_uncertainty_score":0.01390618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969803373","doi":"10.1089/sur.2019.148","title":"Engaging Patients in Co-Design of Mobile Health Tools for Surgical Site Infection Surveillance: Implications for Research and Implementation","year":2019,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Stakeholder; Psychological intervention; mHealth; Health care; Leverage (statistics); Patient experience; Patient satisfaction; Qualitative research; Nursing; Medical emergency; Public relations","authors":[{"name":"Danielle C. Lavallee","is_ca":false},{"name":"Jenney R. Lee","is_ca":false},{"name":"John L. Semple","is_ca":true},{"name":"William B. Lober","is_ca":false},{"name":"Heather L. Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3829545674512216,"gpt":0.6262753740975463,"spread":0.2433208066463247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2749051,0.001136595,0.00251911,0.004021985,0.004833514,0.01740207,0.005655549,0.006274669,0.006827143],"category_scores_gemma":[0.3983269,0.001139534,0.003177837,0.005857228,0.007803718,0.02288604,0.01144981,0.006857891,0.0008242693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01342408,"about_ca_system_score_gemma":0.075196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008602793,"about_ca_topic_score_gemma":0.01399939,"domain_scores_codex":[0.6781259,0.2879727,0.0136597,0.003564177,0.01055062,0.006126893],"domain_scores_gemma":[0.3765774,0.5567043,0.01480394,0.01008296,0.03457521,0.007256279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005674905,0.002235537,0.0174621,0.1205478,0.0007829307,0.0008132771,0.1251725,0.0008043401,0.0006364135,0.02491949,0.01341035,0.6926478],"study_design_scores_gemma":[0.0006930258,0.003079739,0.01816757,0.4911361,0.001469134,0.0005049023,0.3542448,0.001718772,0.001486663,0.03287498,0.09436733,0.0002568868],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1218996,0.3413503,0.03558934,0.4376173,0.003904599,0.02180913,0.0007552631,0.000226147,0.03684831],"genre_scores_gemma":[0.6764513,0.1689802,0.08432221,0.03462556,0.0006956033,0.03271834,0.0002913635,0.00008623095,0.001829112],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2749051,"threshold_uncertainty_score":0.8941711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973285178","doi":"10.1089/sur.2010.095","title":"Effect of Body Mass Index on Treatment of Complicated Intra-Abdominal Infections in Hospitalized Adults: Comparison of Ertapenem with Piperacillin-Tazobactam","year":2012,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Ertapenem; Medicine; Body mass index; Piperacillin/tazobactam; Tazobactam; Internal medicine; Tolerability; Piperacillin; Surgery; Confidence interval; Carbapenem; Antibiotics; Meropenem; Antibiotic resistance; Adverse effect; Imipenem","authors":[{"name":"Tanya L. Zakrison","is_ca":true},{"name":"Darcy A. Hille","is_ca":false},{"name":"Nicholas Namias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01319810261457377,"gpt":0.326180651487915,"spread":0.3129825488733412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00213073,0.0004748952,0.002238496,0.0003599346,0.0001758124,0.000638795,0.0004661806,0.0008551385,0.001810009],"category_scores_gemma":[0.006195121,0.0002452652,0.002173628,0.0003328111,0.0003753545,0.0005832459,0.0004641084,0.001303625,0.0001362217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151387,"about_ca_system_score_gemma":0.0005462257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004320331,"about_ca_topic_score_gemma":0.0009218556,"domain_scores_codex":[0.9983653,0.0009859527,0.0002410055,0.0001300891,0.0001627866,0.0001148215],"domain_scores_gemma":[0.9954288,0.002454548,0.0009745313,0.0001342045,0.000144677,0.0008632464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9284126,0.00415409,0.01721239,0.0008610516,0.003108002,0.00007104123,0.00009447377,0.0004266532,0.001743521,0.00005226475,0.0002254841,0.04363858],"study_design_scores_gemma":[0.2912029,0.4825476,0.2103514,0.0005311993,0.008331832,0.0002776692,0.000251104,0.00270637,0.001998531,0.0001786742,0.001563087,0.00005972046],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905059,0.008169616,0.0000916137,0.0002771803,0.000151337,0.0001446357,0.00009772291,0.000008178376,0.0005538447],"genre_scores_gemma":[0.9963201,0.002374319,0.000365256,0.0002289911,0.0002357278,0.0001300114,0.0001649464,0.000004569738,0.0001760718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002238496,"threshold_uncertainty_score":0.0112685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092367463","doi":"10.1089/sur.2020.297","title":"Sepsis Definitions in Burns","year":2020,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto; Health Sciences Centre","funders":"","keywords":"Sepsis; Medicine; Intensive care medicine; Critically ill; Population; Surgery","authors":[{"name":"Luis Enrique Meza-Escobar","is_ca":true},{"name":"Sarah Rehou","is_ca":true},{"name":"Marc G. Jeschke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07541383111694205,"gpt":0.3161992665284285,"spread":0.2407854354114864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006160747,0.0009091288,0.0007500019,0.004699759,0.0009029201,0.002123778,0.001085675,0.001030107,0.002009928],"category_scores_gemma":[0.01391186,0.0002098719,0.0009176317,0.003664535,0.002784101,0.003884159,0.002981071,0.003549922,0.0007044412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002092102,"about_ca_system_score_gemma":0.003399382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150702,"about_ca_topic_score_gemma":0.001085242,"domain_scores_codex":[0.9940662,0.003125646,0.001253358,0.0003465279,0.0009181346,0.0002900091],"domain_scores_gemma":[0.9921365,0.003500882,0.001968389,0.0002490437,0.001695089,0.0004501529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004387822,0.0001155756,0.02106907,0.0169547,0.0001980354,0.001604879,0.00307566,0.001360847,0.001984783,0.09860699,0.1436999,0.7108907],"study_design_scores_gemma":[0.00003486371,0.000276377,0.01431791,0.02712502,0.0001465792,0.01343711,0.003329836,0.0006715156,0.001183344,0.07054479,0.8688208,0.0001118897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005680785,0.9522892,0.006865796,0.02094007,0.005966902,0.00007365039,0.0002166741,0.00004581472,0.007921071],"genre_scores_gemma":[0.118795,0.8301696,0.01998507,0.0155625,0.01116319,0.0003735975,0.001165097,0.00009096566,0.002695017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006160747,"threshold_uncertainty_score":0.03258157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187586286","doi":"10.1089/sur.2013.135","title":"An Ounce of Prevention Saves Tons of Lives: Infection in Burns","year":2015,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Bioburden; Medicine; Fluid ounce (US); Intensive care medicine; Infection control; Population; Intensive care unit; Burn units; Surgery; Environmental health","authors":[{"name":"Nishant Merchant","is_ca":true},{"name":"Karen Smith","is_ca":true},{"name":"Marc G. Jeschke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09939320736187565,"gpt":0.4340186593453026,"spread":0.334625451983427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007489927,0.0008967022,0.001359186,0.002654159,0.0004035735,0.001207588,0.0008440273,0.001539409,0.004379976],"category_scores_gemma":[0.002617679,0.0002301679,0.000974963,0.002318868,0.0006329127,0.001918747,0.0006043674,0.002081141,0.001193943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006962721,"about_ca_system_score_gemma":0.0019004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590762,"about_ca_topic_score_gemma":0.00218676,"domain_scores_codex":[0.9995034,0.0001243002,0.00008633134,0.00005728579,0.0001897444,0.00003892951],"domain_scores_gemma":[0.9987566,0.0006910212,0.0002109025,0.00003169732,0.0002473736,0.00006242029],"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":[0.00006748776,0.000079489,0.0003843868,0.0702193,0.000226144,0.000163408,0.0001249962,0.0002260868,0.0004053311,0.003169417,0.05640799,0.8685259],"study_design_scores_gemma":[0.00002330526,0.0001345974,0.002250004,0.05626832,0.0004810771,0.002977823,0.0002893365,0.0001377626,0.0003263442,0.004404927,0.9326739,0.00003258586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005022339,0.9988239,0.00004298838,0.0004485588,0.0002467614,0.000002803293,0.000009223599,0.000004750121,0.0003707244],"genre_scores_gemma":[0.0006219562,0.9986067,0.00009627292,0.0002572336,0.0002158572,0.000003816593,0.00001466313,0.000001126931,0.000182411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004379976,"threshold_uncertainty_score":0.01465249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068668942","doi":"10.1089/sur.2008.9953","title":"Severe Acute Pancreatitis: A Review","year":2008,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Acute pancreatitis; Pancreatitis; Intensive care medicine; General surgery; Surgery","authors":[{"name":"Emmanuel Charbonney","is_ca":true},{"name":"Avery B. Nathens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04226596814968058,"gpt":0.3690188596078314,"spread":0.3267528914581508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007211497,0.001074165,0.002555821,0.004863451,0.0003629933,0.001349023,0.00106332,0.001094565,0.003253107],"category_scores_gemma":[0.001776973,0.0003880848,0.0007524244,0.006641991,0.0005016355,0.001794514,0.0006603106,0.0009346045,0.0009866891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005813809,"about_ca_system_score_gemma":0.002196941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701487,"about_ca_topic_score_gemma":0.002550265,"domain_scores_codex":[0.9995574,0.00009779439,0.0001372279,0.00005445704,0.0001270802,0.00002596468],"domain_scores_gemma":[0.9990171,0.0004812759,0.000244865,0.00001815317,0.0001758284,0.00006279611],"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":[0.0001226995,0.000086403,0.0009519206,0.1322581,0.0003879681,0.001752028,0.0002263386,0.0002727151,0.0006666459,0.001090765,0.0453625,0.8168218],"study_design_scores_gemma":[0.00006751944,0.000220694,0.00656009,0.0916611,0.001508346,0.0175664,0.0005240924,0.0001312082,0.0003281051,0.001711387,0.8796636,0.00005733367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00010482,0.999414,0.00002356475,0.0001090953,0.0001026316,0.0000045502,0.000009516607,0.000002444519,0.0002294187],"genre_scores_gemma":[0.0005298872,0.9991248,0.00007747758,0.00008045829,0.0001034269,0.000004592884,0.00001293877,3.993837e-7,0.00006588273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004863451,"threshold_uncertainty_score":0.01088274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2764102305","doi":"10.1089/sur.2017.121","title":"Does Isolation of <i>Enterococcus</i> Affect Outcomes in Intra-Abdominal Infections?","year":2017,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Enterococcus; Enterococcus faecalis; Enterococcus faecium; Internal medicine; Piperacillin; Population; Antimicrobial; Antibiotics; Microbiology; Biology; Bacteria; Staphylococcus aureus","authors":[{"name":"James M. Sanders","is_ca":false},{"name":"Jeffrey M. Tessier","is_ca":false},{"name":"Robert G. Sawyer","is_ca":false},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Preston R. Miller","is_ca":false},{"name":"Nicholas Namias","is_ca":false},{"name":"Michael A. West","is_ca":false},{"name":"Charles H. Cook","is_ca":false},{"name":"P. J. O'Neill","is_ca":false},{"name":"Lena M. Napolitano","is_ca":false},{"name":"Rishi Rattan","is_ca":false},{"name":"Joseph Cuschieri","is_ca":false},{"name":"Jeffrey A. Claridge","is_ca":false},{"name":"Chris A. Guidry","is_ca":false},{"name":"Reza Askari","is_ca":false},{"name":"Kaysie L. Banton","is_ca":false},{"name":"Ori D. Rotstein","is_ca":true},{"name":"Billy J. Moore","is_ca":false},{"name":"Therèse M. Duane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01989811013196514,"gpt":0.3344848679184169,"spread":0.3145867577864518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002794795,0.0002369963,0.000515454,0.0002961256,0.00020227,0.0007421598,0.0003292575,0.0007358204,0.001024564],"category_scores_gemma":[0.01052388,0.0001122768,0.000897737,0.0005645501,0.0005436582,0.0006153018,0.0003790495,0.0007993829,0.0001728149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002035298,"about_ca_system_score_gemma":0.0004455366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005895476,"about_ca_topic_score_gemma":0.0009113434,"domain_scores_codex":[0.9988045,0.0005805065,0.0001366994,0.0001883077,0.000135799,0.000154182],"domain_scores_gemma":[0.9877204,0.004633559,0.005761885,0.0004530532,0.0004924555,0.0009386828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003696195,0.0001242888,0.9905694,0.0000853705,0.0003224185,0.00004693463,0.00003872704,0.00008590732,0.0001409733,0.00002134368,0.0001233681,0.004745058],"study_design_scores_gemma":[0.00009817012,0.002033999,0.9965001,0.00005736345,0.0003864706,0.0001753023,0.00009987014,0.00023772,0.000131896,0.0001022718,0.0001703617,0.000006463163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976619,0.001271437,0.0001281407,0.0002898886,0.00002090882,0.000009947104,0.0001387172,0.000002343722,0.0004766837],"genre_scores_gemma":[0.9994015,0.0002399978,0.00007555627,0.00008302808,0.0000380819,0.000006957911,0.0001248887,0.000001721289,0.00002840194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002794795,"threshold_uncertainty_score":0.01478052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1527268855","doi":"10.1089/sur.2013.188","title":"Post-Appendectomy Surgical Site Infection Rate after Using an Antimicrobial Film Incise Drape: A Prospective Study","year":2014,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Antimicrobial; Prospective cohort study; Surgery; Surgical site infection; Appendix; Acute appendicitis; Appendicitis","authors":[{"name":"Saleh M. Al‐Qahtani","is_ca":false},{"name":"Hani M. Al-Amoudi","is_ca":false},{"name":"Suhad Al-Jehani","is_ca":false},{"name":"Abdullah S Ashour","is_ca":false},{"name":"Mohammed R. Abd-Hammad","is_ca":false},{"name":"Omar R. Tawfik","is_ca":false},{"name":"Muna M. Baslaim","is_ca":false},{"name":"Forough Farrokhyar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01597717629252716,"gpt":0.3044823871417486,"spread":0.2885052108492214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487209,0.0004266422,0.0005436302,0.0005472176,0.0004304645,0.0006540328,0.0003502644,0.0007296681,0.001936604],"category_scores_gemma":[0.004134377,0.0005093262,0.0009203557,0.0006154965,0.0004261697,0.0007305632,0.0004702418,0.0007437457,0.0003631117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998758,"about_ca_system_score_gemma":0.0003210997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007641689,"about_ca_topic_score_gemma":0.0008301344,"domain_scores_codex":[0.9987626,0.0004161129,0.000180426,0.0002716212,0.0002265778,0.0001427785],"domain_scores_gemma":[0.9949691,0.001226012,0.002150087,0.0005183415,0.0004619136,0.0006746757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002304168,0.0004188242,0.9954317,0.00003272382,0.000132154,0.00009863502,0.00009450062,0.00002081241,0.0003598874,0.000006979315,0.00003678972,0.001062959],"study_design_scores_gemma":[0.0002300282,0.007830112,0.9904192,0.00001750718,0.0001329677,0.0006483175,0.0002396011,0.0001173403,0.0001898398,0.000008913805,0.000154569,0.00001170831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995833,0.000148659,0.00005316234,0.000006833478,0.000005033503,0.00002588362,0.00007132941,0.00000122487,0.0001046517],"genre_scores_gemma":[0.9995938,0.00008049405,0.00007770371,0.0000235832,0.00001104863,0.00002231059,0.0001225842,0.000001095106,0.00006726665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001936604,"threshold_uncertainty_score":0.007865191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997555068","doi":"10.1089/109629601750469483","title":"Peritoneal Host Defenses: Modulation by Carbon Dioxide Insufflation","year":2001,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Insufflation; Peritoneal cavity; Pneumoperitoneum; Lipopolysaccharide; Peritoneum; Intracellular; Tumor necrosis factor alpha; In vivo; Mesothelium; Proinflammatory cytokine; Inflammation; Phagocytosis; Pharmacology; Immunology; Pathology; Anesthesia; Laparoscopy; Surgery; Biology; Cell biology","authors":[{"name":"Ori D. Rotstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04514918245989857,"gpt":0.3435166230990314,"spread":0.2983674406391328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002372823,0.0006092042,0.0009116073,0.0009156386,0.0001575599,0.0005791268,0.0004602844,0.000695716,0.002109616],"category_scores_gemma":[0.0004021673,0.0001106428,0.0002304826,0.001086938,0.0002367097,0.0005312607,0.0002206299,0.0003010276,0.0007454196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642857,"about_ca_system_score_gemma":0.0003871383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004544684,"about_ca_topic_score_gemma":0.0006616057,"domain_scores_codex":[0.99989,0.00002777372,0.00001661836,0.00001805992,0.00003843853,0.000009186042],"domain_scores_gemma":[0.9998908,0.00003980378,0.00003069498,0.000002972364,0.00002669921,0.000008994253],"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":[0.0002449011,0.00008427825,0.0009179653,0.03142044,0.0001215218,0.001014375,0.000108708,0.0002655976,0.01210166,0.0007266566,0.00815131,0.9448427],"study_design_scores_gemma":[0.0001324691,0.001245617,0.02019624,0.008982768,0.0007824624,0.01920589,0.0004128503,0.0004003482,0.0140479,0.002416776,0.9321204,0.00005627978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000869706,0.9981425,0.00008816492,0.00006588345,0.00006309424,0.000003962828,0.000008409397,0.00000451343,0.0007537809],"genre_scores_gemma":[0.006794552,0.9922954,0.0001430027,0.0001006384,0.00009514674,0.00001000183,0.00001896728,9.41155e-7,0.000541272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002109616,"threshold_uncertainty_score":0.007057369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966513692","doi":"10.1089/sur.2006.072","title":"Empiric Antimicrobial Therapy in Critical Illness: Results of a Surgical Infection Society Survey","year":2007,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Empiric therapy; Antibiotics; Intensive care medicine; Leukocytosis; Vancomycin; Intensive care unit; Antimicrobial stewardship; Internal medicine; Emergency medicine; Antibiotic resistance; Staphylococcus aureus","authors":[{"name":"Mary-Anne Aarts","is_ca":true},{"name":"John Granton","is_ca":true},{"name":"John M.A. Bohnen","is_ca":true},{"name":"John C. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03116615010945398,"gpt":0.3371717512848567,"spread":0.3060056011754027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605862,0.0002335508,0.0002394142,0.001094792,0.0002592623,0.000614776,0.0003601403,0.0006126723,0.0008295741],"category_scores_gemma":[0.007532654,0.0002187341,0.0004227258,0.001547849,0.0003113113,0.0006769716,0.0007760955,0.0004303443,0.0002684765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007549264,"about_ca_system_score_gemma":0.0006796638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039284,"about_ca_topic_score_gemma":0.009435358,"domain_scores_codex":[0.9977761,0.0008926592,0.0003784794,0.0001950538,0.0004728938,0.000284795],"domain_scores_gemma":[0.9927589,0.001375922,0.003314042,0.0002129098,0.00117664,0.001161678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002465712,0.00004030585,0.9985525,0.00001556931,0.00001740144,0.00002438389,0.0001819757,0.00004662666,0.00003681949,0.000006419232,0.0002758869,0.0007773834],"study_design_scores_gemma":[0.000002832432,0.00007088581,0.9988936,0.000007455024,0.000004279509,0.00004648423,0.0005858059,0.0001549762,0.00001385851,0.000004546659,0.0002127175,0.000002606483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979447,0.0001067099,0.00007930498,0.0002189317,0.000005488479,0.00003165823,0.001112051,0.000003931968,0.0004973434],"genre_scores_gemma":[0.9982805,0.0001505738,0.0001088398,0.0001232632,0.000009664491,0.00004003815,0.001185893,0.000002330451,0.00009884375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039284,"threshold_uncertainty_score":0.02066469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069365718","doi":"10.1089/10962960152813313","title":"Hemorrhagic Shock Resuscitation with a Low Molecular Weight Starch Reduces Neutrophil-Endothelial Interactions and Vessel Leakage in vivo","year":2001,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Resuscitation; In vivo; Hydroxyethyl starch; Intravital microscopy; Shock (circulatory); Hemodynamics; Anesthesia; Vascular permeability; Andrology; Pharmacology; Pathology; Internal medicine; Microcirculation; Biology","authors":[{"name":"José L. Pascual","is_ca":true},{"name":"Lorenzo Ferri","is_ca":true},{"name":"Prosanto Chaudhury","is_ca":true},{"name":"Andrew Seely","is_ca":true},{"name":"Giuseppina Campisi","is_ca":true},{"name":"Betty Giannias","is_ca":true},{"name":"David C. Evans","is_ca":true},{"name":"Nicolas V. Christou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01253581665601233,"gpt":0.2840688627605409,"spread":0.2715330461045286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001524482,0.000335052,0.0002741686,0.0001414366,0.00006626375,0.000226427,0.0001359865,0.0001676924,0.0009295909],"category_scores_gemma":[0.0002314133,0.0000803904,0.0001450241,0.00007518695,0.0002205382,0.000196712,0.000107176,0.000366184,0.0002006773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050942,"about_ca_system_score_gemma":0.0001613946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001755952,"about_ca_topic_score_gemma":0.0002248203,"domain_scores_codex":[0.9999194,0.00002164016,0.000008955642,0.00001263828,0.00001861219,0.00001870866],"domain_scores_gemma":[0.999832,0.00002211719,0.00007145503,0.00001860168,0.00001548404,0.00004020883],"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":[0.001557396,0.0001794866,0.0001709876,0.00003883725,0.000008876003,0.00002969095,0.0000225461,0.00005676225,0.9949384,0.00002495478,0.00005205817,0.002919989],"study_design_scores_gemma":[0.0002600081,0.01668014,0.009139242,0.00002641493,0.00005088389,0.0002686329,0.00007227626,0.0008629633,0.9712886,0.00003850086,0.001304138,0.000008273078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982985,0.0004630476,0.0008148701,0.00004070963,0.00001376042,0.00002036261,0.00003884011,0.00005073615,0.0002592316],"genre_scores_gemma":[0.997511,0.0004454761,0.000951635,0.00002945674,0.00001235261,0.00002945106,0.0001862135,0.00001115793,0.0008231867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009295909,"threshold_uncertainty_score":0.003109813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323884696","doi":"10.1089/sur.2013.048","title":"Incidence and Risk Factors for and the Effect of a Program To Reduce the Incidence of Surgical Site Infection after Cardiac Surgery","year":2014,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Medicine; Incidence (geometry); Surgical site infection; Surgery; Significant difference; Complication; Cardiac surgery; Internal medicine","authors":[{"name":"Nancy J. Hogle","is_ca":true},{"name":"Bevin Cohen","is_ca":false},{"name":"Sandra Hyman","is_ca":false},{"name":"Elaine Larson","is_ca":false},{"name":"Dennis Fowler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01116680987708483,"gpt":0.3089959446238129,"spread":0.2978291347467281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001556077,0.0002767726,0.0002523337,0.0006123947,0.0004275497,0.0004523724,0.0004166291,0.0008347891,0.001371457],"category_scores_gemma":[0.009898947,0.0001746732,0.0007040499,0.0004072492,0.0002832283,0.0004203686,0.000508739,0.001097217,0.00009156985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008349813,"about_ca_system_score_gemma":0.002280617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006946926,"about_ca_topic_score_gemma":0.007151468,"domain_scores_codex":[0.9984013,0.0007719878,0.0001040977,0.0001070464,0.0003078617,0.0003076418],"domain_scores_gemma":[0.9950292,0.001648932,0.001353019,0.0001492482,0.0004159788,0.001403674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004422329,0.02259598,0.8727518,0.00030518,0.0006055963,0.0002017809,0.0003347694,0.0009228135,0.0007360981,0.0001747143,0.001479617,0.09546915],"study_design_scores_gemma":[0.0005685704,0.01044287,0.9867251,0.00009727593,0.0001760696,0.000125129,0.0002764819,0.0007521918,0.0002574994,0.00005055429,0.0005162205,0.00001187644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969261,0.0007246461,0.00006924312,0.0008614208,0.00003663881,0.00008169671,0.00006035634,0.000009355213,0.001230505],"genre_scores_gemma":[0.9983733,0.0004699566,0.0004108617,0.0002756123,0.00008577712,0.00008677069,0.0001230769,0.000002451377,0.0001721762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006946926,"threshold_uncertainty_score":0.01381296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123203657","doi":"10.1089/sur.2012.016","title":"Hiding Behind Confusion: Pleural Empyema Caused by <i>Parvimonas micra</i>","year":2014,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":15,"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":"","keywords":"Medicine; Empyema; General surgery; Surgery","authors":[{"name":"Carsten Poetter","is_ca":true},{"name":"Christophe Pithois","is_ca":true},{"name":"Sebastien Caty","is_ca":true},{"name":"Véronique Petit","is_ca":true},{"name":"Jean-Philibert Combier","is_ca":true},{"name":"P. Mourtialon","is_ca":true},{"name":"Frauke Mattner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01703249433573567,"gpt":0.2800334097470135,"spread":0.2630009154112778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610532,0.001900597,0.000827693,0.001195039,0.00207365,0.001375341,0.001123869,0.004563367,0.00220603],"category_scores_gemma":[0.003367718,0.0007672013,0.001075296,0.0007527894,0.001547511,0.001603091,0.001473881,0.002887643,0.001294501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00085505,"about_ca_system_score_gemma":0.0005710255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464424,"about_ca_topic_score_gemma":0.001280075,"domain_scores_codex":[0.9993603,0.00008210725,0.00008270681,0.0001053259,0.0001268329,0.000242808],"domain_scores_gemma":[0.9986311,0.0002742104,0.0005485294,0.0001363139,0.00008216769,0.000327703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008514743,0.00002439745,0.008538465,0.00003073758,0.00001024022,0.9865002,0.0001090248,0.000037099,0.001940691,0.0001815524,0.0006862069,0.001856166],"study_design_scores_gemma":[0.00001716144,0.0001096432,0.008167052,0.00001926598,0.00003492027,0.9875917,0.0002563639,0.000248988,0.001826377,0.0002805186,0.001425346,0.00002264846],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435071,0.006900224,0.003505754,0.009298058,0.001572623,0.0001286368,0.0002407501,0.0003916072,0.03445525],"genre_scores_gemma":[0.9951519,0.0006243773,0.0007452958,0.001292591,0.001080569,0.00001010781,0.00003987006,0.00002709883,0.001028072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004563367,"threshold_uncertainty_score":0.007379889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160362957","doi":"10.1089/sur.2005.6.s1-33","title":"Transfusion in the Intensive Care Unit","year":2005,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Intensive care unit; Intensive care medicine; Blood transfusion; Intensive care; Emergency medicine; Surgery","authors":[{"name":"John C. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0798884820993486,"gpt":0.3874602441650385,"spread":0.3075717620656899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072667,0.0008869992,0.001834027,0.00179848,0.0003619473,0.0009587319,0.0009158379,0.001096871,0.003693316],"category_scores_gemma":[0.003473094,0.0002093275,0.000436481,0.002714825,0.0004376103,0.0009383645,0.0004958603,0.0009594717,0.001086242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007096498,"about_ca_system_score_gemma":0.001779224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181758,"about_ca_topic_score_gemma":0.002076307,"domain_scores_codex":[0.9992617,0.0002997832,0.0001212018,0.00008711293,0.0001983429,0.00003195599],"domain_scores_gemma":[0.9984738,0.0007409868,0.0004246426,0.0000323221,0.0002527045,0.00007551566],"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":[0.0001401506,0.00003688788,0.0008486694,0.03503416,0.0001928225,0.0004554685,0.0001385035,0.0002027379,0.0002571024,0.001109696,0.04279476,0.9187891],"study_design_scores_gemma":[0.0001484886,0.0003215087,0.008907793,0.07532701,0.0009702391,0.008947516,0.0005066882,0.0002105964,0.0005244006,0.003888739,0.9001999,0.00004701599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000832769,0.9990286,0.00003247193,0.0001972664,0.0001645424,0.000002985311,0.000003757576,0.000002608781,0.0004846068],"genre_scores_gemma":[0.001967499,0.9969816,0.0001152251,0.0002893176,0.0003827123,0.000009346504,0.00001237676,0.000001039293,0.0002408468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003693316,"threshold_uncertainty_score":0.01235539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2895131844","doi":"10.1089/sur.2018.212","title":"Incisional Negative Pressure Wound Therapy for Surgical Site Infection Prophylaxis in the Post-Antibiotic Era","year":2018,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Antibiotics; Antibiotic prophylaxis; Concomitant; Intensive care medicine; Surgical site infection; Randomized controlled trial; Surgical wound; Antibiotic therapy; Narrative review; Surgery","authors":[{"name":"Pieter R. Zwanenburg","is_ca":true},{"name":"Berend T. Tol","is_ca":true},{"name":"Fleur E.E. de Vries","is_ca":true},{"name":"Marja A. Boermeester","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04975956960219794,"gpt":0.3821116170582016,"spread":0.3323520474560037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159128,0.0006886356,0.001484866,0.002333779,0.0003061578,0.001037236,0.0007591328,0.001114033,0.004274276],"category_scores_gemma":[0.003858005,0.0001852644,0.00160492,0.001898094,0.0003755521,0.0009510915,0.0004949791,0.001158107,0.0004172919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006096997,"about_ca_system_score_gemma":0.001957841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448486,"about_ca_topic_score_gemma":0.002725992,"domain_scores_codex":[0.9991663,0.0002939026,0.0002058091,0.0000989122,0.0001914801,0.00004365699],"domain_scores_gemma":[0.9979808,0.001351199,0.000374375,0.00003370532,0.0002155856,0.00004435105],"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":[0.0002710826,0.0001459597,0.001011237,0.3115973,0.001332986,0.0002030755,0.000143686,0.0003289513,0.0005514196,0.002531548,0.0131591,0.6687236],"study_design_scores_gemma":[0.0002324348,0.0007369168,0.01053524,0.4425153,0.009734165,0.003719267,0.0005205083,0.0004753631,0.001132138,0.003698428,0.5266252,0.00007502489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001562389,0.999294,0.00004299299,0.0001709604,0.00007235716,0.000008319364,0.00001793817,0.000001757748,0.0002353611],"genre_scores_gemma":[0.002621947,0.9968421,0.0001686081,0.000147076,0.00009079032,0.00001470059,0.00002549518,7.354724e-7,0.00008840158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004274276,"threshold_uncertainty_score":0.01429892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145691446","doi":"10.1089/sur.2010.049","title":"Group A <i>Streptococcus</i> Causing Descending Necrotizing Mediastinitis: Report of a Case and Literature Review","year":2012,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Mediastinitis; Thoracotomy; Surgery; Debridement (dental); Septic shock; Complication; Mediastinum; Thyroidectomy; Surgical debridement; General surgery; Sepsis; Internal medicine; Thyroid","authors":[{"name":"Yves Collin","is_ca":true},{"name":"Marco Sirois","is_ca":false},{"name":"Alex Carignan","is_ca":false},{"name":"Jeffrey Charles Lawton Wackett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05159214335557013,"gpt":0.3682959656588453,"spread":0.3167038223032752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002986985,0.001010265,0.001213753,0.005044675,0.0005564757,0.0009525043,0.001023487,0.001224476,0.002830852],"category_scores_gemma":[0.0008177941,0.0003334323,0.0005513476,0.003885986,0.0005468018,0.001544395,0.0006368667,0.0007251273,0.001243157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027008,"about_ca_system_score_gemma":0.00100901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056864,"about_ca_topic_score_gemma":0.001521451,"domain_scores_codex":[0.9997197,0.00003936973,0.00009204895,0.00004597414,0.00007261436,0.00003033299],"domain_scores_gemma":[0.9995382,0.0001704603,0.0001481448,0.00001752387,0.00007590274,0.00004990153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001139879,0.0002966983,0.0116326,0.04637296,0.0003296673,0.158672,0.0007688876,0.0004283336,0.004948759,0.001189508,0.03694182,0.7383048],"study_design_scores_gemma":[0.00003259375,0.0002479641,0.01983621,0.01362649,0.0007063287,0.6971254,0.001409651,0.0002281482,0.001382568,0.001352386,0.2639737,0.00007853936],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003852783,0.993115,0.0002263534,0.0003658788,0.0003453581,0.00001934901,0.00004135594,0.00001728127,0.002016704],"genre_scores_gemma":[0.01183563,0.9866329,0.0003749469,0.0002379174,0.0004189502,0.00001136182,0.000063475,0.000002564107,0.0004220744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005044675,"threshold_uncertainty_score":0.009470165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560952688","doi":"10.1089/sur.2016.184","title":"Age and Its Impact on Outcomes with Intra-Abdominal Infection","year":2016,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; General surgery","authors":[{"name":"Drew Farmer","is_ca":false},{"name":"Jeffrey M. Tessier","is_ca":false},{"name":"James M. Sanders","is_ca":false},{"name":"Robert G. Sawyer","is_ca":false},{"name":"Ori D. Rotstein","is_ca":true},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Pamela A. Lipsett","is_ca":false},{"name":"Joseph Cuschieri","is_ca":false},{"name":"Preston R. Miller","is_ca":false},{"name":"Charles H. Cook","is_ca":false},{"name":"Christopher A. Guidry","is_ca":false},{"name":"Reza Askari","is_ca":false},{"name":"Billy J. Moore","is_ca":false},{"name":"Therèse M. Duane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01941184385683913,"gpt":0.3298611694790347,"spread":0.3104493256221956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710353,0.0002495573,0.0004236555,0.0004726147,0.000258192,0.0006959614,0.0002670726,0.0004296575,0.001848155],"category_scores_gemma":[0.006324108,0.0001185828,0.0008043312,0.0007848473,0.0002832815,0.0005194489,0.000500307,0.000809813,0.0001772413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220695,"about_ca_system_score_gemma":0.0003437087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008018173,"about_ca_topic_score_gemma":0.00100428,"domain_scores_codex":[0.9990817,0.0003724993,0.0001206945,0.0001293989,0.0001447515,0.0001509629],"domain_scores_gemma":[0.9944383,0.001376006,0.002843744,0.0002810697,0.0003168653,0.0007441263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001224153,0.00005827596,0.9952473,0.00005208958,0.000228204,0.00004917367,0.00002221268,0.0000801377,0.00007230475,0.00003683795,0.0001533807,0.002775879],"study_design_scores_gemma":[0.0000392283,0.0003602841,0.9984729,0.0000333337,0.0002163408,0.000198116,0.00004518406,0.0001734151,0.0000480808,0.0001115812,0.0002966482,0.000004932746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931889,0.004614937,0.0001454939,0.000264079,0.00004655701,0.00001497941,0.0005349406,0.000004122494,0.001186113],"genre_scores_gemma":[0.9988946,0.0005409663,0.00006176411,0.00004804133,0.00005973779,0.000008457895,0.0003021732,0.000001685746,0.00008254176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848155,"threshold_uncertainty_score":0.009045303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385829842","doi":"10.1089/sur.2023.130","title":"Risk Factors for Post-Operative Pulmonary Infection in Patients With Brain Tumors: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Internal medicine; Cochrane Library; Meta-analysis; Incidence (geometry); Confidence interval; Glasgow Coma Scale; Diabetes mellitus; Surgery","authors":[{"name":"Jiangling Lan","is_ca":false},{"name":"Wei Yan","is_ca":false},{"name":"Yin Zhu","is_ca":false},{"name":"Yujiao Zhang","is_ca":false},{"name":"ShiZhen Zhang","is_ca":false},{"name":"Ligen Mo","is_ca":false},{"name":"Dandan Wei","is_ca":false},{"name":"Yi Lei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06034729458459089,"gpt":0.3804242182963026,"spread":0.3200769237117117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01313615,0.003187131,0.01851683,0.008434198,0.0006809634,0.003355937,0.002101624,0.002310785,0.002551725],"category_scores_gemma":[0.02808986,0.001694101,0.04640008,0.007952441,0.0006857381,0.001654483,0.001328171,0.00168908,0.0002112411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047276,"about_ca_system_score_gemma":0.003408461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973751,"about_ca_topic_score_gemma":0.01054163,"domain_scores_codex":[0.9921781,0.003522284,0.002240903,0.00083522,0.0009212469,0.0003022302],"domain_scores_gemma":[0.9820281,0.01302106,0.002996576,0.0005353817,0.001198694,0.00022024],"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":[0.001328234,0.00003069219,0.00815066,0.3041478,0.6756911,0.000158809,0.00007165751,0.0006468064,0.0002072409,0.0001047045,0.0003970746,0.009065233],"study_design_scores_gemma":[0.0002249893,0.0001407504,0.00359895,0.01685809,0.9777402,0.000111933,0.00003432635,0.0001706006,0.0000826741,0.0001189228,0.0009007612,0.00001783355],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004295333,0.994406,0.0004167939,0.0001716677,0.0001124973,0.0001483994,0.000286056,0.00001629493,0.0001468873],"genre_scores_gemma":[0.1489056,0.8463795,0.002113682,0.0006556422,0.0003276389,0.0007436083,0.0006405349,0.00002205028,0.0002116036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01851683,"threshold_uncertainty_score":0.06947142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313273219","doi":"10.1089/sur.2022.274","title":"Omicron, Long-COVID, and the Safety of Elective Surgery for Adults and Children: Joint Guidance from the Therapeutics and Guidelines Committee of the Surgical Infection Society and the Surgery Strategic Clinical Network, Alberta Health Services","year":2022,"lang":"en","type":"review","venue":"Surgical Infections","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; University of Alberta; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Asymptomatic; Pandemic; Elective surgery; Coronavirus disease 2019 (COVID-19); Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Population; Pediatrics; Surgery; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Philip S. Barie","is_ca":false},{"name":"Mary Brindle","is_ca":true},{"name":"Rachel G. Khadaroo","is_ca":true},{"name":"Tara Klassen","is_ca":true},{"name":"Jared M. Huston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1712303229699058,"gpt":0.4378989020676727,"spread":0.2666685790977669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03548984,0.001461067,0.003384714,0.00485544,0.00177609,0.004612776,0.00585612,0.007438804,0.003310771],"category_scores_gemma":[0.08989189,0.0009236962,0.003242483,0.004433885,0.0029564,0.002132132,0.003224661,0.009014433,0.001661667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01098204,"about_ca_system_score_gemma":0.102019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.143871,"about_ca_topic_score_gemma":0.2116101,"domain_scores_codex":[0.9786075,0.007182189,0.006261958,0.0005655808,0.006565086,0.0008176637],"domain_scores_gemma":[0.8829604,0.04198001,0.01435934,0.001760556,0.05126479,0.007674775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001419434,0.0001441153,0.00590808,0.02955245,0.0002802687,0.0004222439,0.001766727,0.0007358014,0.0004758515,0.004253834,0.6810362,0.2752825],"study_design_scores_gemma":[0.0003368889,0.0002435865,0.02780973,0.256688,0.001047938,0.000779833,0.001761942,0.0007951004,0.0003880729,0.005636445,0.7043072,0.00020521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002573778,0.5477108,0.003543903,0.4054635,0.01134622,0.002326319,0.003944969,0.0003587003,0.02273178],"genre_scores_gemma":[0.03403843,0.7697074,0.06918062,0.08460031,0.01090928,0.008274773,0.008793011,0.0002434437,0.01425279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.143871,"threshold_uncertainty_score":0.2860672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023424016","doi":"10.1089/sur.2019.193","title":"Oncostatin M Plays a Critical Role in Survival after Acute Intestinal Ischemia: Reperfusion Injury","year":2020,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Cytokine Signaling Pathways and Interactions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Oncostatin M; Medicine; Reperfusion injury; Ischemia; Multiple organ dysfunction syndrome; Sepsis; Cytokine; Internal medicine; Endocrinology; Interleukin 6","authors":[{"name":"Pang Y. Young","is_ca":true},{"name":"Thomas Mueller","is_ca":false},{"name":"B. Sis","is_ca":false},{"name":"Thomas A. Churchill","is_ca":true},{"name":"Rachel G. Khadaroo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02040341854928275,"gpt":0.3247434505096506,"spread":0.3043400319603679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001593424,0.0002912237,0.0002729461,0.0001638433,0.0001549729,0.0002185917,0.0001486065,0.0002087597,0.001337288],"category_scores_gemma":[0.0001513166,0.00005886395,0.000229132,0.0001132209,0.0002307933,0.0002175071,0.0002926872,0.0003989728,0.0002721025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731448,"about_ca_system_score_gemma":0.000209275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001069505,"about_ca_topic_score_gemma":0.0001439156,"domain_scores_codex":[0.9998909,0.00001867759,0.0000112488,0.00001389686,0.00002672578,0.00003857047],"domain_scores_gemma":[0.9998293,0.00001265242,0.00007761388,0.000008802788,0.00001564395,0.00005606816],"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":[0.001508844,0.0001204453,0.005404468,0.000236551,0.00002246251,0.0008043488,0.00004619892,0.00007695601,0.9781684,0.0003334065,0.0003769535,0.01290084],"study_design_scores_gemma":[0.0001566603,0.006675811,0.2141004,0.0001169058,0.0001985038,0.005207868,0.0003823291,0.00135969,0.7554432,0.0004153123,0.01591863,0.00002474333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878713,0.00775193,0.001874451,0.000242464,0.00006522857,0.00002936859,0.0002518238,0.00007433604,0.001839155],"genre_scores_gemma":[0.9943774,0.00344416,0.00090301,0.00005857529,0.00004188231,0.00002951925,0.0002431094,0.000006261069,0.0008960852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337288,"threshold_uncertainty_score":0.004473686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969528045","doi":"10.1089/sur.2019.151","title":"Implementing Mobile Health Interventions to Capture Post-Operative Patient-Generated Health Data","year":2019,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Health care; Psychological intervention; Incentive; Stakeholder; Process management; Process (computing); Health information technology; Legislation; Knowledge management; Nursing; Business; Public relations","authors":[{"name":"John L. Semple","is_ca":true},{"name":"Heather L. Evans","is_ca":false},{"name":"William B. Lober","is_ca":false},{"name":"Danielle C. Lavallee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07778345292191119,"gpt":0.4954607973679608,"spread":0.4176773444460496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007917038,0.0005252481,0.0002402149,0.001297759,0.0007278673,0.001564203,0.001035918,0.0007957565,0.005111115],"category_scores_gemma":[0.03052896,0.0002066255,0.0005633426,0.0005874226,0.000626796,0.00143343,0.002248519,0.0008673936,0.0009461507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026888,"about_ca_system_score_gemma":0.003876611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596525,"about_ca_topic_score_gemma":0.00270746,"domain_scores_codex":[0.9932382,0.004725459,0.0004333916,0.0003251947,0.0007908185,0.0004870019],"domain_scores_gemma":[0.9751481,0.01682929,0.002719563,0.001884148,0.002198524,0.00122035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008208581,0.004976461,0.1042092,0.001917146,0.0002044036,0.0003422497,0.006223366,0.003205627,0.005871449,0.004070516,0.012715,0.8554437],"study_design_scores_gemma":[0.002323133,0.03656177,0.4892074,0.01293516,0.001285704,0.001657515,0.04298217,0.07679056,0.06892707,0.02980615,0.2368104,0.000713003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056877,0.001709669,0.1255399,0.01795645,0.0005422469,0.008040449,0.001647385,0.002756502,0.03611967],"genre_scores_gemma":[0.9110529,0.0008764555,0.08120129,0.001457529,0.000148695,0.002755309,0.0004241472,0.00003701237,0.002046713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007917038,"threshold_uncertainty_score":0.04186976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2076820590","doi":"10.1089/sur.2004.5.269","title":"The Cost-Effectiveness of Cefepime plus Metronidazole versus Imipenem/Cilastatin in the Treatment of Complicated Intra-Abdominal Infection","year":2004,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cefepime; Cilastatin; Imipenem; Metronidazole; Imipenem/cilastatin; Cost effectiveness; Surgery; Randomized controlled trial; Internal medicine; Antibiotics; Intensive care medicine; Antibiotic resistance","authors":[{"name":"Philip S. Barie","is_ca":false},{"name":"Ori D. Rotstein","is_ca":true},{"name":"E. Patchen Dellinger","is_ca":false},{"name":"Thaddeus H. Grasela","is_ca":false},{"name":"Cynthia A. Walawander","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05784115435435867,"gpt":0.3624627343561454,"spread":0.3046215800017867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006683509,0.0006237389,0.001545243,0.0006827803,0.0002101304,0.001043223,0.0006324713,0.0007885251,0.001601351],"category_scores_gemma":[0.01579523,0.000357828,0.002060234,0.0004305592,0.0007221978,0.0008000848,0.0004754501,0.001075414,0.00008198747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384328,"about_ca_system_score_gemma":0.001378525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00054427,"about_ca_topic_score_gemma":0.0006790293,"domain_scores_codex":[0.9943531,0.00454613,0.0003454259,0.0002156161,0.0003322425,0.0002074838],"domain_scores_gemma":[0.9870059,0.009952442,0.001715636,0.0001803853,0.0002603915,0.0008852214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8540729,0.006862959,0.02797571,0.001619064,0.006385808,0.0001142904,0.00007838586,0.02504117,0.002479925,0.0007295932,0.0004011925,0.07423881],"study_design_scores_gemma":[0.3234062,0.4363959,0.08986193,0.001008834,0.01936389,0.0007829169,0.0003323214,0.113457,0.009535603,0.003158702,0.002468284,0.0002284702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949244,0.003569995,0.0004489496,0.000299324,0.00006813557,0.0002158791,0.00007012681,0.000004892497,0.0003983061],"genre_scores_gemma":[0.9985754,0.000480168,0.0006229078,0.00006676024,0.00004138042,0.0001060079,0.00004886199,0.000001103657,0.00005732891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006683509,"threshold_uncertainty_score":0.03534621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085273390","doi":"10.1089/sur.2007.010","title":"Pharmacoeconomics of Ciprofloxacin plus Metronidazole vs. Piperacillin-Tazobactam for Complicated Intra-Abdominal Infections","year":2008,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Piperacillin/tazobactam; Metronidazole; Ciprofloxacin; Piperacillin; Tazobactam; Internal medicine; Pharmacoeconomics; Cost effectiveness; Antibiotics; Surgery; Intensive care medicine; Imipenem; Antibiotic resistance","authors":[{"name":"Joseph A. Paladino","is_ca":false},{"name":"Kristin K. Gilliland-Johnson","is_ca":false},{"name":"Martin H. Adelman","is_ca":false},{"name":"Stephen M. Cohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04057793744687406,"gpt":0.3376239942452777,"spread":0.2970460567984037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006675176,0.0006464174,0.001348792,0.0007811111,0.0002427991,0.001648108,0.0006363365,0.001150087,0.002132997],"category_scores_gemma":[0.02270487,0.0003741029,0.002517658,0.0007546019,0.0005382983,0.0009477676,0.0006919694,0.001371598,0.00008267105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00316535,"about_ca_system_score_gemma":0.002480302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975673,"about_ca_topic_score_gemma":0.002167146,"domain_scores_codex":[0.9891766,0.009168668,0.0003919334,0.0003034117,0.0006151784,0.0003442271],"domain_scores_gemma":[0.9899495,0.007442364,0.001658003,0.0001312936,0.0001972512,0.0006215944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6100135,0.01251191,0.07266895,0.002401225,0.01436972,0.0004867655,0.0001625486,0.08757226,0.003300013,0.00200401,0.001679097,0.1928301],"study_design_scores_gemma":[0.1980738,0.2881075,0.2495121,0.001290392,0.02285973,0.001088318,0.0005165782,0.2233123,0.004609993,0.006812276,0.003537464,0.0002795727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885312,0.005888013,0.001385529,0.001400767,0.00007798692,0.0008298905,0.0003064542,0.00001777982,0.001562311],"genre_scores_gemma":[0.9982362,0.0005519461,0.0005837151,0.0002224613,0.00003614967,0.0002170657,0.0000965841,0.000002077197,0.00005380202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006675176,"threshold_uncertainty_score":0.0353021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047373670","doi":"10.1089/sur.2010.082","title":"Extracorporeal Membrane Oxygenation in the Context of the 2009 H1N1 Influenza A Pandemic","year":2011,"lang":"en","type":"review","venue":"Surgical Infections","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Context (archaeology); Respiratory failure; Oseltamivir; Influenza A virus; Neuraminidase; Hemagglutinin (influenza); Neuraminidase inhibitor; Refractory (planetary science); Virus; Intensive care medicine; Internal medicine; Immunology; Disease; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Kristen C. Sihler","is_ca":false},{"name":"Pauline K. Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0769300733514782,"gpt":0.3109348721101041,"spread":0.2340047987586259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006190877,0.0002305696,0.0002447939,0.0002427271,0.0006705109,0.0006401163,0.000322945,0.00146611,0.001121659],"category_scores_gemma":[0.001684845,0.00007466031,0.0002381878,0.0002159144,0.000433029,0.0007303322,0.0007165857,0.002015567,0.0001756769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183271,"about_ca_system_score_gemma":0.0009372986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002022328,"about_ca_topic_score_gemma":0.003477015,"domain_scores_codex":[0.9996705,0.00009838321,0.00004189201,0.00003927435,0.0000603687,0.0000895323],"domain_scores_gemma":[0.9994128,0.0001133293,0.0001912462,0.00001381233,0.00007920961,0.0001896429],"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":[0.001642255,0.0003769048,0.3490828,0.00252021,0.0003653302,0.3203006,0.003765475,0.002098626,0.006813938,0.0102452,0.06850262,0.234286],"study_design_scores_gemma":[0.0001627562,0.001291219,0.4048928,0.005851115,0.0004398047,0.3703606,0.01013824,0.005974615,0.003817601,0.0152114,0.181678,0.0001819734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.672029,0.1739259,0.00372826,0.1085929,0.006244536,0.0001497296,0.0004224778,0.00008686438,0.03482043],"genre_scores_gemma":[0.9616069,0.02707352,0.0009439402,0.006459914,0.002664173,0.00002874993,0.0002075702,0.000009979764,0.001005182],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002022328,"threshold_uncertainty_score":0.008585274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2257558597","doi":"10.1089/sur.2015.012","title":"Surgery for Conditions of Infectious Etiology in Resource-Limited Countries Affected by Crisis: The Médecins Sans Frontières Operations Centre Brussels Experience","year":2015,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Fogarty International Center","keywords":"Medicine; Specialty; Orthopedic surgery; Health care; Epidemiology; Healthcare system; Developing country; Medical emergency; Surgery; Family medicine; Emergency medicine; Internal medicine","authors":[{"name":"Davina Sharma","is_ca":false},{"name":"Kate Hayman","is_ca":false},{"name":"Barclay T. Stewart","is_ca":false},{"name":"Lynette Dominguez","is_ca":false},{"name":"Miguel Trelles","is_ca":false},{"name":"Sanaulhaq Saqeb","is_ca":false},{"name":"Cheride Kasonga","is_ca":false},{"name":"Theophile Kubuya Hangi","is_ca":false},{"name":"Jerome Mupenda","is_ca":false},{"name":"Aamer Naseer","is_ca":false},{"name":"Evan G. Wong","is_ca":true},{"name":"Adam L. Kushner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02423689915197262,"gpt":0.321161471574528,"spread":0.2969245724225553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281027,0.0004319143,0.0002404929,0.001002257,0.001777241,0.001437041,0.0004682647,0.0006549241,0.002841492],"category_scores_gemma":[0.003721735,0.0003824727,0.0001952693,0.001607985,0.001302844,0.001168472,0.002180062,0.001147366,0.0003086513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229623,"about_ca_system_score_gemma":0.003055588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790552,"about_ca_topic_score_gemma":0.04777124,"domain_scores_codex":[0.9983476,0.0004547734,0.00013983,0.0001170156,0.0002404016,0.0007003632],"domain_scores_gemma":[0.9960949,0.0006672051,0.001413604,0.00007446998,0.0002393097,0.001510597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002606628,0.0002925321,0.8994755,0.0005327553,0.00004777332,0.01822043,0.02606322,0.0004387986,0.001078189,0.0005246006,0.009942834,0.04312266],"study_design_scores_gemma":[0.00001853053,0.0004879121,0.8562731,0.001138934,0.00001858976,0.02266195,0.1003979,0.0001964823,0.0002467725,0.000169669,0.01834504,0.00004526796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893672,0.004432755,0.0001033091,0.002375166,0.0001422726,0.00002586788,0.0002061735,0.000006600433,0.003340666],"genre_scores_gemma":[0.9931774,0.004908847,0.0002286695,0.0007147078,0.00010551,0.00003011969,0.0001908264,0.000008978133,0.0006349176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790552,"threshold_uncertainty_score":0.03560263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375860464","doi":"10.1089/sur.2022.347","title":"Incidence and Risk Factors for Fracture-Related Infection After Peri-Prosthetic Femoral Fractures: A Multicenter Retrospective Study (TRON Group Study)","year":2023,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Rheumatoid arthritis; Surgery; Logistic regression; Retrospective cohort study; Internal medicine; Osteoporosis; Diabetes mellitus; Body mass index","authors":[{"name":"Yuji Matsuno","is_ca":false},{"name":"Yasuhiko Takegami","is_ca":false},{"name":"Katsuhiro Tokutake","is_ca":false},{"name":"Hideomi Takami","is_ca":false},{"name":"Hiroshi Kurokawa","is_ca":false},{"name":"Manato Iwata","is_ca":false},{"name":"Satoshi Terasawa","is_ca":false},{"name":"Ken-ichi Yamauchi","is_ca":false},{"name":"Shiro Imagama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122596596847925,"gpt":0.3175560119666815,"spread":0.305296352281889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059994,0.0003505009,0.0004115826,0.001129721,0.0004822258,0.0005017251,0.0003858995,0.0005452418,0.001048609],"category_scores_gemma":[0.001769783,0.0005306355,0.0007087167,0.001298647,0.0003198147,0.0005555699,0.0005086016,0.000424635,0.000193531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316611,"about_ca_system_score_gemma":0.0003256705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592655,"about_ca_topic_score_gemma":0.004601229,"domain_scores_codex":[0.9993396,0.0002019,0.00009283173,0.0001680191,0.0001026932,0.00009495064],"domain_scores_gemma":[0.9984801,0.0001874991,0.0008557989,0.0001738229,0.0001126517,0.0001901933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008029492,0.00001634054,0.9994076,0.000007486026,0.0000298702,0.00005805331,0.00004015701,0.000007816139,0.00006794599,0.00000268072,0.00002610678,0.0002556651],"study_design_scores_gemma":[0.00001294097,0.0001323233,0.9991747,0.000007434442,0.00002958016,0.000369928,0.0001303873,0.00005265445,0.00002114888,0.000004860889,0.0000610262,0.000002977774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993502,0.0002048993,0.00006954135,0.00001360821,0.000003352862,0.0000143637,0.0002255855,0.000001553228,0.0001169093],"genre_scores_gemma":[0.9993067,0.0001302065,0.00008458646,0.00001683834,0.00001169335,0.00002761647,0.0003570496,0.000001396875,0.00006398111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003592655,"threshold_uncertainty_score":0.007143497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331440448","doi":"10.1089/sur.2012.057","title":"Abdominal Actinomycosis Mimicking a Malignant Neoplasm","year":2014,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":5,"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":"Medicine; Actinomycosis; General surgery; Surgery","authors":[{"name":"Franziska Näf","is_ca":false},{"name":"Annette Enzler-Tschudy","is_ca":false},{"name":"Stefan P. Kuster","is_ca":true},{"name":"Isabell Uhlig","is_ca":false},{"name":"Thomas Steffen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01330414451436491,"gpt":0.2782406097275818,"spread":0.2649364652132169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000431336,0.002589538,0.001088392,0.003636332,0.00177264,0.001812309,0.001227399,0.005538725,0.005272589],"category_scores_gemma":[0.004989291,0.001611825,0.001279088,0.001854429,0.001732687,0.002329655,0.001523987,0.003560201,0.002428739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105591,"about_ca_system_score_gemma":0.0006542453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007369891,"about_ca_topic_score_gemma":0.001104724,"domain_scores_codex":[0.9992318,0.0001505391,0.0000901557,0.0001064507,0.0001715467,0.0002495401],"domain_scores_gemma":[0.9978537,0.0006972088,0.0005857776,0.0002649348,0.0001094991,0.0004889056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001199798,0.00003632826,0.002801562,0.00006788552,0.00000678508,0.9937483,0.00004196773,0.0001551436,0.001184733,0.0003539564,0.0002797981,0.001203481],"study_design_scores_gemma":[0.00005819645,0.0001722596,0.006625689,0.00003331526,0.00003055559,0.9893332,0.00007652974,0.0007307285,0.00113285,0.0004802094,0.001310799,0.00001560466],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162218,0.01580618,0.01361775,0.007292541,0.001802671,0.0008770649,0.001034052,0.0008346567,0.1425133],"genre_scores_gemma":[0.980836,0.003293134,0.004132051,0.001514152,0.00361002,0.00006711191,0.0002572395,0.0000514377,0.006238893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005538725,"threshold_uncertainty_score":0.01763862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2437073236","doi":"10.1089/sur.2016.007","title":"Effect of Pre-Operative Use of Medications on the Risk of Surgical Site Infections in Patients Undergoing Cardiac Surgery","year":2016,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Odds ratio; Cardiac surgery; Confidence interval; Surgery; Logistic regression; Univariate analysis; Median sternotomy; Multivariate analysis; Internal medicine","authors":[{"name":"Vic Eton","is_ca":false},{"name":"Liliya Sinyavskaya","is_ca":false},{"name":"Yves Langlois","is_ca":true},{"name":"Jean François Morin","is_ca":true},{"name":"Samy Suissa","is_ca":true},{"name":"Paul Brassard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0142659600736079,"gpt":0.2967208204810333,"spread":0.2824548604074254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362353,0.0003340632,0.0003846273,0.0008251541,0.0003856785,0.0009402122,0.0004693669,0.0005325749,0.002205185],"category_scores_gemma":[0.009310835,0.0002670153,0.001066394,0.0008908245,0.00038545,0.0004741069,0.0005459642,0.001511217,0.0002161284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005480889,"about_ca_system_score_gemma":0.0008936436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034339,"about_ca_topic_score_gemma":0.007278899,"domain_scores_codex":[0.9985514,0.0004446896,0.0002249141,0.0002106515,0.0003483057,0.0002200544],"domain_scores_gemma":[0.9853836,0.004152506,0.007339198,0.0005424873,0.0008264291,0.001755863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008851393,0.00002888582,0.9992242,0.000007776559,0.00004673551,0.00002229842,0.00001165004,0.00001675235,0.00003284646,0.000003666219,0.0000216005,0.0004950772],"study_design_scores_gemma":[0.000003125742,0.0001361185,0.9995344,0.000007025224,0.0000272833,0.00009422532,0.00004774287,0.00008128186,0.00002048267,0.000006612023,0.00003933688,0.000002443979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978946,0.001071173,0.00007775761,0.000129116,0.0000196909,0.0000110853,0.0002405321,0.000003828871,0.0005521528],"genre_scores_gemma":[0.9993606,0.0002627869,0.0000926551,0.00003605701,0.00002497198,0.000005726879,0.0001499814,0.000001402929,0.00006570826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005034339,"threshold_uncertainty_score":0.01001006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774499981","doi":"10.1089/sur.2017.147","title":"Early Rescue from Acute Severe <i>Clostridium Difficile</i> : A Novel Treatment Strategy","year":2017,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Clostridium difficile; Acute kidney injury; Colectomy; Retrospective cohort study; Intensive care unit; Cohort; Surgery; Emergency medicine; Internal medicine; Disease; Ulcerative colitis; Antibiotics","authors":[{"name":"Biniam Kidane","is_ca":true},{"name":"Kalvin Lung","is_ca":true},{"name":"Greig McCreery","is_ca":true},{"name":"Chadia El-Khatib","is_ca":true},{"name":"Michael Ott","is_ca":true},{"name":"Roberto Hernandez‐Alejandro","is_ca":true},{"name":"Chris Vinden","is_ca":true},{"name":"Daryl Gray","is_ca":true},{"name":"Neil Parry","is_ca":true},{"name":"Kenneth Leslie","is_ca":true},{"name":"Tina Mele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04915443606538964,"gpt":0.3402925726011173,"spread":0.2911381365357277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005124884,0.0003272971,0.0004065367,0.0002960248,0.00032095,0.0006413391,0.0005556126,0.0005373481,0.0007084233],"category_scores_gemma":[0.0008586028,0.0001024072,0.000432366,0.0001332977,0.0003903459,0.0005487229,0.001037616,0.0008955431,0.0001525676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476877,"about_ca_system_score_gemma":0.001256314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002550507,"about_ca_topic_score_gemma":0.00100217,"domain_scores_codex":[0.9997198,0.00009109064,0.00003821971,0.00004881863,0.00004838336,0.00005361642],"domain_scores_gemma":[0.9995576,0.00006975087,0.0001554465,0.00002756272,0.00004492692,0.0001446478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.004120233,0.006327951,0.1842837,0.001470482,0.0002836931,0.003946648,0.0007585318,0.003022064,0.03844304,0.002036506,0.008626683,0.7466805],"study_design_scores_gemma":[0.005720313,0.09294135,0.6809633,0.003697241,0.00121454,0.05605218,0.004633536,0.03842939,0.03832721,0.006864697,0.07077331,0.0003830186],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367672,0.01488765,0.03032405,0.01027542,0.0004278423,0.000705505,0.00009943287,0.00023583,0.006277035],"genre_scores_gemma":[0.9473552,0.005261282,0.04184723,0.003424009,0.0007242588,0.0003985419,0.0002004088,0.00001500524,0.000774035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007084233,"threshold_uncertainty_score":0.002710342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993248768","doi":"10.1089/sur.2008.9971","title":"Coming of Age","year":2008,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Surgical Infections; Presidential address; Presidential system; General surgery; Surgical site infection; Surgery; Politics; Law","authors":[{"name":"John C. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08458395424453673,"gpt":0.2566179129151915,"spread":0.1720339586706548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005343101,0.0006033628,0.0007348239,0.001530338,0.006974048,0.0114291,0.001104956,0.00787256,0.1061312],"category_scores_gemma":[0.014799,0.0002972143,0.0006353905,0.001014344,0.006961564,0.01743814,0.008613984,0.01280985,0.02023181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003343028,"about_ca_system_score_gemma":0.006460343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003721417,"about_ca_topic_score_gemma":0.007598362,"domain_scores_codex":[0.9959339,0.000921404,0.0001584672,0.0004853023,0.001199834,0.001301009],"domain_scores_gemma":[0.9916147,0.001143667,0.0003651616,0.0004956841,0.001673136,0.004707638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007157347,0.0001095603,0.002315077,0.0001844378,0.00001522982,0.0005610397,0.007294457,0.00003291462,0.0003259035,0.2194022,0.6570383,0.1126494],"study_design_scores_gemma":[0.000003405187,0.00001698568,0.0007928075,0.0001846547,0.000003110186,0.0002741742,0.003719508,0.000009202136,0.00003485541,0.01450472,0.980448,0.000008637519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008294228,0.04615243,0.001276529,0.6256527,0.06932142,0.00002741398,0.0002688537,0.000133698,0.2488727],"genre_scores_gemma":[0.1498637,0.042457,0.001626075,0.4149307,0.04099691,0.00007702052,0.000382814,0.0003456567,0.3493201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1061312,"threshold_uncertainty_score":0.3550443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389179820","doi":"10.1089/sur.2023.100","title":"Late and Persistent Symptoms Suggestive of Surgical Site Infections After Cesarean Section: Results from a Prospective Cohort Study in Rural Rwanda","year":2023,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Prospective cohort study; Logistic regression; Odds ratio; Cohort study; Pediatrics; Obstetrics; Surgery; Internal medicine","authors":[{"name":"Joselyne Mukantwari","is_ca":true},{"name":"Jean de Dieu Gatete","is_ca":false},{"name":"Anne Niyigena","is_ca":false},{"name":"Barnabas Tobi Alayande","is_ca":false},{"name":"Theoneste Nkurunziza","is_ca":false},{"name":"Christian Mazimpaka","is_ca":false},{"name":"Adeline A. Boatin","is_ca":false},{"name":"Fredrick Kateera","is_ca":false},{"name":"Bethany Hedt‐Gauthier","is_ca":false},{"name":"Robert Riviello","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009462436792150229,"gpt":0.2671288259501326,"spread":0.2576663891579823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009414662,0.0003947372,0.0002715955,0.0006488526,0.0005356274,0.0006141792,0.0004252744,0.0003888484,0.001148286],"category_scores_gemma":[0.002323587,0.0005473421,0.000442283,0.0006377517,0.0003602315,0.0003974216,0.0005730272,0.0005985898,0.0002954899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003072848,"about_ca_system_score_gemma":0.0004638554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008984104,"about_ca_topic_score_gemma":0.01301566,"domain_scores_codex":[0.9993848,0.0002279426,0.00005678497,0.0001182792,0.00006833766,0.0001437924],"domain_scores_gemma":[0.9987805,0.0002206473,0.0005251733,0.0001418562,0.0001281973,0.0002035579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004680155,0.00003757602,0.999161,0.000005582361,0.00001662903,0.0000750597,0.0001749323,0.000005454746,0.0001325883,0.00000421535,0.00005313385,0.0002869423],"study_design_scores_gemma":[0.000008792817,0.0001215397,0.9989281,0.000008652931,0.00001831361,0.0002198519,0.0005446282,0.00004199405,0.00001909655,0.000004516775,0.00008232613,0.000002110733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995925,0.00004972528,0.00003490908,0.0000169503,0.000003043833,0.00001164982,0.0002096955,0.000001064016,0.00008040556],"genre_scores_gemma":[0.9995067,0.00007655112,0.00006627651,0.0000183865,0.000004838036,0.00002591365,0.0002071739,0.000001399235,0.00009269419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008984104,"threshold_uncertainty_score":0.01786357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2267116102","doi":"10.1089/109629601317202650","title":"Attenuation of Pancreatitis-Induced Pulmonary Injury By Aerosolized Hypertonic Saline","year":2001,"lang":"en","type":"letter","venue":"Surgical Infections","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"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 Health Network","funders":"","keywords":"Medicine; Aerosolization; Hypertonic saline; Pulmonary Injury; Pancreatitis; Saline; Anesthesia; Intensive care medicine; Lung; Surgery; Inhalation; Internal medicine; Pulmonary fibrosis","authors":[{"name":"Ori D. Rotstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0261830942767335,"gpt":0.2856344990582547,"spread":0.2594514047815212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717808,0.0006620359,0.001303682,0.0003044762,0.0006463832,0.0006589355,0.0008507842,0.005224483,0.002459229],"category_scores_gemma":[0.00399511,0.0003246258,0.0005476494,0.0001977469,0.0009228843,0.0009584567,0.0003054109,0.004239423,0.0008439932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006613623,"about_ca_system_score_gemma":0.0004418125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005282605,"about_ca_topic_score_gemma":0.0007083768,"domain_scores_codex":[0.9996256,0.0001402007,0.0000426683,0.00003336833,0.00009368928,0.00006454781],"domain_scores_gemma":[0.9983552,0.001149018,0.0001365972,0.0001342683,0.0001195241,0.000105387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.04757912,0.006586759,0.03204915,0.001564584,0.0004217878,0.3816406,0.001150784,0.0009473746,0.147116,0.007025831,0.06023891,0.3136791],"study_design_scores_gemma":[0.02721344,0.06446,0.1410291,0.0006678975,0.0009656398,0.3257612,0.0009613189,0.01493835,0.2009485,0.009811898,0.2128723,0.000370461],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7642405,0.02476777,0.007588215,0.1334577,0.01220374,0.0005969469,0.0002643963,0.0009747438,0.05590597],"genre_scores_gemma":[0.9490911,0.005383593,0.002614085,0.02118973,0.01263961,0.0002034015,0.0001100057,0.00005770257,0.008710802],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005224483,"threshold_uncertainty_score":0.008226931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386272301","doi":"10.1089/sur.2023.142","title":"Self-Reported Diagnosis and Management of Surgical Site Infection Highlights Lack of Objective Measures and Treatment Guidance","year":2023,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Erythema; Surgery","authors":[{"name":"Patrick T. Delaplain","is_ca":false},{"name":"Jeffrey Santos","is_ca":false},{"name":"Philip S. Barie","is_ca":false},{"name":"Justin Dvorak","is_ca":false},{"name":"Tina Mele","is_ca":true},{"name":"Rondi B. Gelbard","is_ca":false},{"name":"Christopher A. Guidry","is_ca":false},{"name":"Sebastian D. Schubl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05344260049795604,"gpt":0.3423807590508485,"spread":0.2889381585528925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007759578,0.0001351788,0.0002234534,0.0006876493,0.0002907734,0.0007452591,0.0004714898,0.0004633194,0.002028361],"category_scores_gemma":[0.04059092,0.0001314944,0.0002523484,0.000372802,0.0007416702,0.0006637416,0.0007849374,0.0006753143,0.0002895551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563253,"about_ca_system_score_gemma":0.0008216125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789095,"about_ca_topic_score_gemma":0.002273257,"domain_scores_codex":[0.9929265,0.003255064,0.001071798,0.0003572762,0.002040722,0.0003484881],"domain_scores_gemma":[0.9506851,0.02272972,0.01767501,0.00138551,0.005197003,0.002327597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006230346,0.00009964596,0.9567045,0.0002242301,0.00003386719,0.0002106044,0.002210129,0.0001407229,0.0003776153,0.000129618,0.001255868,0.03855089],"study_design_scores_gemma":[0.000006138626,0.0003659397,0.9850442,0.0004820182,0.00002346402,0.001349599,0.007603317,0.0005827105,0.0002676157,0.0002891034,0.003961742,0.00002413494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865394,0.001645334,0.001360063,0.004756491,0.00009333188,0.00004320397,0.0001892017,0.00002243553,0.005350405],"genre_scores_gemma":[0.9979584,0.000642256,0.0006646247,0.0004197352,0.00005343958,0.00001564591,0.00007957889,0.000004066048,0.0001621285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007759578,"threshold_uncertainty_score":0.04103702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083144687","doi":"10.1089/sur.2020.305","title":"Why Are Infections Important in Burn Patients?","year":2020,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Family medicine; Library science; Burn center; Gerontology; Emergency medicine; Poison control","authors":[{"name":"Marc G. Jeschke","is_ca":true},{"name":"Kevin K. Chung","is_ca":false},{"name":"Jeffrey W. Shupp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02342084800540899,"gpt":0.2839345289301195,"spread":0.2605136809247105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002324616,0.0003039805,0.0006834682,0.000907589,0.001271711,0.002992506,0.0006319586,0.003195151,0.005932309],"category_scores_gemma":[0.03996805,0.0002750855,0.0007096295,0.001147604,0.001700773,0.00383309,0.001135614,0.006218478,0.000991145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190074,"about_ca_system_score_gemma":0.002780641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027751,"about_ca_topic_score_gemma":0.006448695,"domain_scores_codex":[0.9968064,0.0009131676,0.0004219135,0.0002051688,0.001000578,0.0006528153],"domain_scores_gemma":[0.9792706,0.0072318,0.0058135,0.0003665095,0.003818398,0.003499263],"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":[0.000656992,0.0005699042,0.5556042,0.002500877,0.0004325622,0.0070753,0.004347912,0.0003073572,0.0008312907,0.008705458,0.1484112,0.270557],"study_design_scores_gemma":[0.0001842116,0.0006026658,0.6817039,0.01763237,0.0007126763,0.03409523,0.0511598,0.0006693192,0.0008567466,0.06718525,0.144927,0.0002708729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1744052,0.1184774,0.001834027,0.6537291,0.0110095,0.00007398026,0.0005105836,0.00007916748,0.03988102],"genre_scores_gemma":[0.8263147,0.07375473,0.002281183,0.07801516,0.01681745,0.00007114417,0.0003250504,0.00005649919,0.002364087],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005932309,"threshold_uncertainty_score":0.01984555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384625945","doi":"10.1089/sur.2023.143","title":"Different Surgeon, Different Closure: Lack of Consensus on Appropriate Closure Technique for Various Case Scenarios","year":2023,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Closure (psychology); Surgical site infection; Consensus conference; General surgery; Surgery; Law; Internal medicine","authors":[{"name":"Jeffrey Santos","is_ca":false},{"name":"Patrick T. Delaplain","is_ca":false},{"name":"Philip S. Barie","is_ca":false},{"name":"Justin Dvorak","is_ca":false},{"name":"Tina Mele","is_ca":true},{"name":"Rondi B. Gelbard","is_ca":false},{"name":"Christopher A. Guidry","is_ca":false},{"name":"Sebastian D. Schubl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05374672943200332,"gpt":0.3457756829739759,"spread":0.2920289535419726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05486414,0.0004680663,0.000810465,0.003570714,0.00153391,0.003023487,0.002850296,0.001770606,0.002966719],"category_scores_gemma":[0.1425947,0.0003549422,0.0009616512,0.002183072,0.002210883,0.003874406,0.002685793,0.002629708,0.001006976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472854,"about_ca_system_score_gemma":0.005405287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004122098,"about_ca_topic_score_gemma":0.005839346,"domain_scores_codex":[0.9408897,0.02238789,0.01670013,0.005593811,0.0116536,0.002774953],"domain_scores_gemma":[0.8539053,0.08817223,0.01883239,0.00715128,0.02505309,0.006885777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008361144,0.0001914727,0.1589594,0.009228855,0.0004939329,0.004175012,0.01857536,0.001850674,0.003640535,0.01070537,0.0671907,0.7241526],"study_design_scores_gemma":[0.0002673071,0.0007219489,0.2534227,0.05962572,0.001190313,0.05445664,0.1483615,0.01144329,0.008304772,0.08126872,0.3798779,0.001059227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4958562,0.1617421,0.1005331,0.1725035,0.0101962,0.001174046,0.002147654,0.0007358627,0.05511142],"genre_scores_gemma":[0.9206847,0.02633863,0.03425147,0.01426483,0.00131543,0.000349369,0.0009912357,0.0003573502,0.001446987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05486414,"threshold_uncertainty_score":0.2901528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}