{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":22,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":22,"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":"8c722e6e596b","filters":{"venue":"Surgeries"}},"results":[{"id":"W4283698679","doi":"10.3390/surgeries3030018","title":"Optimizing Design Parameters of PLA 3D-Printed Scaffolds for Bone Defect Repair","year":2022,"lang":"en","type":"article","venue":"Surgeries","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University Health Centre; Polytechnique Montréal; Shriners Hospitals for Children - Canada; Montreal General Hospital; McGill University","funders":"","keywords":"Materials science; Composite material; Rigidity (electromagnetism); Scaffold; Compressive strength; Cylinder; Biomedical engineering; Finite element method; Structural engineering; Mechanical engineering; Engineering","authors":[{"name":"Alexandrine Dussault","is_ca":true},{"name":"Audrey A. Pitaru","is_ca":true},{"name":"Michael Weber","is_ca":true},{"name":"Lisbet Haglund","is_ca":true},{"name":"Derek H. Rosenzweig","is_ca":true},{"name":"Isabelle Villemure","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02198530200235833,"gpt":0.2150116079707598,"spread":0.1930263059684014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003465338,0.0005362442,0.0002475548,0.0005108597,0.0001127791,0.0005331846,0.0003326668,0.0005169297,0.0005720071],"category_scores_gemma":[0.000784059,0.0002815016,0.0003422385,0.0003307709,0.0001659782,0.0003062323,0.0002089193,0.0001840071,0.0003779871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482057,"about_ca_system_score_gemma":0.0002441059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002100428,"about_ca_topic_score_gemma":0.0006265637,"domain_scores_codex":[0.9997278,0.00004258111,0.00002728879,0.00004750497,0.0001250161,0.00002982727],"domain_scores_gemma":[0.9994693,0.0001896558,0.0001895554,0.0000458666,0.00008237718,0.00002330092],"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":[0.00009126058,0.00008151038,0.0008716924,0.0002578618,0.00001269358,0.0001374429,0.00005112731,0.04107943,0.9464556,0.0002178487,0.00007327729,0.01067022],"study_design_scores_gemma":[0.0000189362,0.0006074914,0.003540772,0.00002405027,0.00005702944,0.0002199244,0.00006714592,0.06134655,0.9316833,0.0002065179,0.00219403,0.00003439911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9233326,0.000775881,0.07217246,0.00005331718,0.00002670389,0.00007177834,0.0002431514,0.0002674774,0.003056551],"genre_scores_gemma":[0.9671518,0.0004032563,0.03178957,0.00001148547,0.000004285735,0.00007311514,0.0001152215,0.00003701799,0.0004140936],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0005720071,"threshold_uncertainty_score":0.001913488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396962660","doi":"10.3390/surgeries5020033","title":"Osteoimmunology: An Overview of the Interplay of the Immune System and the Bone Tissue in Fracture Healing","year":2024,"lang":"en","type":"article","venue":"Surgeries","topic":"Bone Metabolism and Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; McGill University","funders":"","keywords":"Osteoimmunology; Bone healing; Immune system; Medicine; Inflammation; Intensive care medicine; Immunology; Bioinformatics; Surgery; Biology; Internal medicine","authors":[{"name":"Rayan Ben Letaifa","is_ca":true},{"name":"Tarek Klaylat","is_ca":true},{"name":"Magdalena Tarchala","is_ca":true},{"name":"Chan Gao","is_ca":true},{"name":"Prism Schneider","is_ca":true},{"name":"Derek H. Rosenzweig","is_ca":true},{"name":"Paul A. Martineau","is_ca":true},{"name":"Rahul Gawri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008470412495318476,"gpt":0.2700772302505102,"spread":0.2616068177551917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599115,0.0007270426,0.001038389,0.002649975,0.0004190123,0.001258971,0.0006075004,0.001216189,0.002879494],"category_scores_gemma":[0.0004134826,0.0002476545,0.0004959608,0.002160138,0.0006715293,0.001732316,0.0008641309,0.001626945,0.001154955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007465666,"about_ca_system_score_gemma":0.001290068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009119058,"about_ca_topic_score_gemma":0.001142166,"domain_scores_codex":[0.9997517,0.00004916763,0.00003620322,0.00003656763,0.00008739102,0.00003897983],"domain_scores_gemma":[0.9997813,0.00008768923,0.00003277404,0.000006039793,0.00005830509,0.00003387276],"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":[0.000205511,0.0001736912,0.001215512,0.02236632,0.0001438918,0.0008546943,0.0004650348,0.0005671603,0.01176267,0.0132953,0.04554085,0.9034094],"study_design_scores_gemma":[0.00001212186,0.0002602614,0.003415759,0.004896487,0.0001218664,0.004436465,0.0002792572,0.0001861775,0.001446332,0.008222959,0.976687,0.00003551583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003770108,0.9967173,0.0004575042,0.0005342657,0.0003739534,0.00000711854,0.0000166808,0.00001146696,0.001504648],"genre_scores_gemma":[0.002062345,0.9951603,0.0006687012,0.0003729454,0.0007666156,0.00001114524,0.00003523406,0.000003002324,0.0009196773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002879494,"threshold_uncertainty_score":0.009632885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186588971","doi":"10.3390/surgeries2030025","title":"3D Printing for Medical Applications: Current State of the Art and Perspectives during the COVID-19 Crisis","year":2021,"lang":"en","type":"article","venue":"Surgeries","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Technation Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Innovate BC","keywords":"Pandemic; Personal protective equipment; Face shield; Coronavirus disease 2019 (COVID-19); Economic shortage; Toll; Health care; 3D printing; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Respirator; Death toll; Medicine; Medical emergency; Engineering; Economic growth; Environmental health; Economics; Pathology; Immunology; Mechanical engineering","authors":[{"name":"Andrew Hagen","is_ca":true},{"name":"Megan Chisling","is_ca":true},{"name":"Kevin House","is_ca":true},{"name":"Tal Katz","is_ca":true},{"name":"Laila Abelseth","is_ca":true},{"name":"Ian S. Fraser","is_ca":true},{"name":"Stephen H Bradley","is_ca":true},{"name":"Rebecca Kirsch","is_ca":true},{"name":"Jacob Morris","is_ca":true},{"name":"Joshua W. Giles","is_ca":true},{"name":"Stephanie M. Willerth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06183531925236954,"gpt":0.3977832563057918,"spread":0.3359479370534223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003342095,0.0006994001,0.0009233636,0.001962239,0.0005080405,0.003214528,0.001039589,0.002680107,0.006268271],"category_scores_gemma":[0.003729237,0.0005089879,0.001446064,0.001881266,0.001423295,0.003292882,0.001137314,0.002539235,0.001920549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000807219,"about_ca_system_score_gemma":0.001198184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141144,"about_ca_topic_score_gemma":0.001714718,"domain_scores_codex":[0.998435,0.0003891782,0.0001797493,0.0001701932,0.0007214186,0.0001045192],"domain_scores_gemma":[0.9955474,0.003120759,0.000290684,0.0001158089,0.0008160229,0.0001093219],"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":[0.0001528255,0.0001245503,0.001061227,0.01964854,0.00008689094,0.0006407973,0.0005481717,0.001674877,0.009095261,0.02841769,0.02634917,0.9122],"study_design_scores_gemma":[0.000009913144,0.0002231367,0.001109874,0.004621465,0.00008087166,0.002012068,0.0005119764,0.000700218,0.005379372,0.007885578,0.9774029,0.0000626383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001089184,0.9882374,0.001827154,0.002834669,0.0006927084,0.00001384208,0.00004599404,0.00003127504,0.0052278],"genre_scores_gemma":[0.007829422,0.9859204,0.002786132,0.001076829,0.0007222049,0.00002474705,0.00006954076,0.00001871007,0.001551982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006268271,"threshold_uncertainty_score":0.02096945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303982242","doi":"10.3390/surgeries3040031","title":"Preoperative Nutritional Optimization and Physical Exercise for Patients Scheduled for Elective Implantation for a Left-Ventricular Assist Device—The PROPER-LVAD Study","year":2022,"lang":"en","type":"article","venue":"Surgeries","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston Health Sciences Centre; Clinical Evaluation Research Unit; Queen's University","funders":"","keywords":"Prehabilitation; Medicine; Ventricular assist device; Quality of life (healthcare); Adverse effect; Clinical endpoint; Randomized controlled trial; Physical therapy; Destination therapy; Clinical trial; Heart failure; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","authors":[{"name":"Aileen Hill","is_ca":false},{"name":"Vera von Dossow","is_ca":false},{"name":"Daren K. Heyland","is_ca":true},{"name":"Rolf Rossaint","is_ca":false},{"name":"Patrick Meybohm","is_ca":false},{"name":"Henrik Fox","is_ca":false},{"name":"Michiel Morshuis","is_ca":false},{"name":"Gunnar Elke","is_ca":false},{"name":"Bernd Panholzer","is_ca":false},{"name":"Assad Haneya","is_ca":false},{"name":"Andreas Böning","is_ca":false},{"name":"Bernd Niemann","is_ca":false},{"name":"Rashad Zayat","is_ca":false},{"name":"Ajay Moza","is_ca":false},{"name":"Christian Stoppe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01404818684186474,"gpt":0.2810982787004087,"spread":0.2670500918585439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322646,0.0008914511,0.00161929,0.0002672593,0.0004376193,0.000702947,0.0004975544,0.0009631127,0.002456648],"category_scores_gemma":[0.001418213,0.0004397153,0.0016172,0.0003262423,0.0006141344,0.0005271301,0.0005570743,0.001424966,0.0002674056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351948,"about_ca_system_score_gemma":0.001361137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132366,"about_ca_topic_score_gemma":0.001886985,"domain_scores_codex":[0.9994441,0.0002975454,0.00006221545,0.00007694051,0.00004712411,0.0000720687],"domain_scores_gemma":[0.9987237,0.000252005,0.0002535735,0.0001424023,0.0000651412,0.0005631233],"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":[0.8430025,0.05634952,0.06638772,0.0008770822,0.0037144,0.00010327,0.0001517885,0.000444209,0.002881439,0.0001398684,0.0008013931,0.02514675],"study_design_scores_gemma":[0.4567347,0.346714,0.1901236,0.0001348224,0.003055184,0.0001164643,0.0001984896,0.0008466505,0.0006184131,0.0001769783,0.001229614,0.00005117849],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975471,0.001124609,0.0001213632,0.0002137332,0.00006433697,0.0003801488,0.0002197467,0.000005721537,0.0003233735],"genre_scores_gemma":[0.9958141,0.001047045,0.0005896509,0.0004109184,0.0002499928,0.0008605942,0.0006176976,0.000003534897,0.0004064042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456648,"threshold_uncertainty_score":0.008218288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126761873","doi":"10.3390/surgeries2010004","title":"Ionizing Radiation Mediates Dose Dependent Effects Affecting the Healing Kinetics of Wounds Created on Acute and Late Irradiated Skin","year":2021,"lang":"en","type":"article","venue":"Surgeries","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre hospitalier universitaire de Québec; Cegep de Sainte Foy; Université Laval","funders":"Centre Hospitalier Universitaire de Québec; Canadian Institutes of Health Research; Université Laval","keywords":"Radiodermatitis; Medicine; Dermis; Wound healing; Ionizing radiation; Radiation therapy; Epidermis (zoology); In vivo; Irradiation; Erythema; Dermatology; Pathology; Surgery; Anatomy; Biology","authors":[{"name":"Candice Diaz","is_ca":true},{"name":"Cindy J. Hayward","is_ca":true},{"name":"Meryem Safoine","is_ca":true},{"name":"Caroline Paquette","is_ca":true},{"name":"Josée Langevin","is_ca":true},{"name":"Josée Galarneau","is_ca":true},{"name":"Valérie Théberge","is_ca":true},{"name":"Jean Ruel","is_ca":true},{"name":"Louis Archambault","is_ca":true},{"name":"Julie Fradette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008217359582964939,"gpt":0.2583736136185046,"spread":0.2501562540355397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002053334,0.0003167741,0.0002084498,0.000177714,0.0001006348,0.0001858944,0.0001428174,0.0002341171,0.00227406],"category_scores_gemma":[0.0001408944,0.0001362196,0.0002600929,0.0001028659,0.0002034064,0.0001838855,0.0001152202,0.0004579714,0.0002902214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007623561,"about_ca_system_score_gemma":0.00008447647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268932,"about_ca_topic_score_gemma":0.000190614,"domain_scores_codex":[0.9998634,0.00004099691,0.0000102939,0.0000280897,0.00002904713,0.00002821236],"domain_scores_gemma":[0.999838,0.00005550847,0.00004382154,0.00002532609,0.00001676668,0.00002046349],"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":[0.0001653251,0.00004676512,0.0002999166,0.00004449631,0.000005060097,0.00002496879,0.00002025342,0.0000393471,0.9980575,0.00002143482,0.00001224214,0.001262467],"study_design_scores_gemma":[0.000007164255,0.00175777,0.01098046,0.00001050033,0.00001885242,0.000156148,0.00004098217,0.000256247,0.9859308,0.00002562142,0.0008104168,0.000005093553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932117,0.00278041,0.002611069,0.0000209911,0.0000222451,0.00004228204,0.0001409049,0.00004067255,0.001129601],"genre_scores_gemma":[0.9939597,0.001710397,0.002003297,0.00003723802,0.00001188558,0.00004701647,0.000214847,0.00001762744,0.001998057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00227406,"threshold_uncertainty_score":0.00760752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366590051","doi":"10.3390/surgeries4020019","title":"The Evaluation of a Surgical Task-Sharing Program in South Sudan","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Global Health and Surgery","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":"BC Children's Hospital; Vancouver General Hospital","funders":"","keywords":"Logbook; Medicine; Workforce; Teamwork; Health care; Task force; Medical education; Task (project management); Nursing; Family medicine","authors":[{"name":"Mina Salehi","is_ca":true},{"name":"Irena Živković","is_ca":true},{"name":"Stephanie Mayronne","is_ca":false},{"name":"J P Letoquart","is_ca":false},{"name":"Shahrzad Joharifard","is_ca":true},{"name":"Émilie Joos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07253874212784997,"gpt":0.3875649267327988,"spread":0.3150261846049488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010843,0.0006162673,0.0003929871,0.00097395,0.004118563,0.001338573,0.001099834,0.0006693671,0.001793582],"category_scores_gemma":[0.009539979,0.0003390727,0.0004809558,0.001050354,0.00120421,0.001016072,0.002896713,0.000844949,0.000178859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007845122,"about_ca_system_score_gemma":0.02382914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03269105,"about_ca_topic_score_gemma":0.04977671,"domain_scores_codex":[0.9930239,0.004455571,0.0002472129,0.0001808997,0.0006071436,0.001485371],"domain_scores_gemma":[0.9942867,0.001486407,0.0007039679,0.0002649616,0.0008158535,0.002442126],"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":[0.008071082,0.1185864,0.3578743,0.003431567,0.0003864775,0.003733424,0.08981776,0.005924503,0.01150606,0.003295788,0.004438301,0.3929344],"study_design_scores_gemma":[0.003900419,0.09772678,0.735133,0.001045967,0.0002531503,0.0004014644,0.1345664,0.004018975,0.005039208,0.001014485,0.01673399,0.0001661137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974866,0.00003710923,0.0001115213,0.0002800792,0.00001660025,0.001180686,0.00007607679,0.000005543644,0.0008057687],"genre_scores_gemma":[0.993564,0.000237538,0.001824417,0.0004767283,0.00002998319,0.003008165,0.0001775791,0.000005106393,0.000676484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03269105,"threshold_uncertainty_score":0.06500155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383736809","doi":"10.3390/surgeries4030035","title":"Lasting Impact of COVID-19 on Bariatric Surgery Delivery in North America: A Retrospective International Cohort Study of 349,209 Patients in 902 Centers","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Bariatric Surgery and 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":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Sleeve gastrectomy; Gastric bypass; Coronavirus disease 2019 (COVID-19); Cohort; Retrospective cohort study; Surgery; Single Center; General surgery; Obesity; Weight loss; Internal medicine; Disease","authors":[{"name":"Kevin Verhoeff","is_ca":true},{"name":"Valentin Mocanu","is_ca":true},{"name":"Jerry T. Dang","is_ca":false},{"name":"Daniel W. Birch","is_ca":true},{"name":"Shahzeer Karmali","is_ca":true},{"name":"Noah J. Switzer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02300161112422636,"gpt":0.2923994832401713,"spread":0.2693978721159449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428908,0.000289488,0.0003587824,0.001036889,0.0007696647,0.001010285,0.0007851828,0.0004282291,0.001497815],"category_scores_gemma":[0.002371291,0.0005095719,0.0005550348,0.002161411,0.0005659574,0.0009827727,0.001349737,0.0007997524,0.0002769502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227016,"about_ca_system_score_gemma":0.0009997798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211398,"about_ca_topic_score_gemma":0.03320953,"domain_scores_codex":[0.9985392,0.0002834221,0.0001874194,0.0004170897,0.0002485509,0.0003243713],"domain_scores_gemma":[0.9956024,0.0004588137,0.002428076,0.0003845634,0.000291159,0.0008351146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002504849,0.00001301413,0.9994881,0.000002763453,0.00001642488,0.00002297286,0.00004984143,0.00001217422,0.00004354749,0.000007551941,0.00006611853,0.0002523593],"study_design_scores_gemma":[0.000003123294,0.00003644197,0.9993691,0.000004515887,0.000008913531,0.00007998627,0.0002816706,0.00006069971,0.00002225005,0.000004785739,0.000125557,0.00000297352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988255,0.0001456204,0.0000516421,0.00005712423,0.000005098336,0.0000101603,0.000659358,0.00000259742,0.0002429157],"genre_scores_gemma":[0.9988733,0.00008344592,0.00005576218,0.00005042144,0.00001052381,0.00001453368,0.0008179312,0.000002734649,0.00009143789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211398,"threshold_uncertainty_score":0.04203349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382449333","doi":"10.3390/surgeries4020021","title":"Primary Human Ligament Fibroblast Adhesion and Growth on 3D-Printed Scaffolds for Tissue Engineering Applications","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Scaffold; Tissue engineering; Biomedical engineering; 3d printed; Materials science; Adhesion; Ligament; Fibroblast; Elastomer; Regenerative medicine; Surgery; Chemistry; Medicine; Stem cell; In vitro; Composite material; Cell biology; Biology","authors":[{"name":"Jean-Gabriel Lacombe","is_ca":true},{"name":"Megan E. Cooke","is_ca":true},{"name":"Hyeree Park","is_ca":true},{"name":"Suliman Alshammari","is_ca":true},{"name":"Rahul Gawri","is_ca":true},{"name":"Showan N. Nazhat","is_ca":true},{"name":"Paul A. Martineau","is_ca":true},{"name":"Derek H. Rosenzweig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0116565048857243,"gpt":0.2735184074723964,"spread":0.2618619025866721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002679806,0.0004323072,0.0002211676,0.0003145153,0.0001400977,0.0003113686,0.0001932782,0.0004890094,0.001290854],"category_scores_gemma":[0.0002320187,0.0002183103,0.0003853793,0.0001957699,0.0001390577,0.0001853337,0.00019063,0.0002548409,0.0005579734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001425854,"about_ca_system_score_gemma":0.00009494432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196386,"about_ca_topic_score_gemma":0.0008116853,"domain_scores_codex":[0.9997455,0.00002128459,0.00002841139,0.00005221879,0.0001246501,0.00002791152],"domain_scores_gemma":[0.9998307,0.00006797721,0.00003837308,0.00002670354,0.00002408156,0.00001214645],"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":[0.0000104904,0.00001223399,0.00007752889,0.00003810205,0.000002184031,0.00004403129,0.00001062364,0.0001925786,0.9980565,0.00001872367,0.00001628279,0.001520773],"study_design_scores_gemma":[0.000004309012,0.0001248952,0.001835359,0.000008447795,0.00001082348,0.0001545034,0.0000136973,0.001789481,0.9947982,0.00003445426,0.001218344,0.000007506669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395546,0.003587673,0.05077542,0.00009572141,0.0001418397,0.0001456525,0.0007324661,0.0003588437,0.004607843],"genre_scores_gemma":[0.9420453,0.001522045,0.05278333,0.00008989742,0.00002005451,0.0002023549,0.0006337687,0.00004706119,0.002656149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001290854,"threshold_uncertainty_score":0.004318357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388407433","doi":"10.3390/surgeries4040056","title":"The Use of Indocyanine Green to Visualize the Thoracic Duct and Evaluate Gastric Conduit Perfusion in Esophagectomy","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Ontario; Wilfrid Laurier University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Indocyanine green; Esophagectomy; Chylothorax; Perfusion; Thoracic duct; Surgery; Radiology; Anastomosis; Esophageal cancer; Lymph; Internal medicine; Cancer; Pathology","authors":[{"name":"Katherine Aw","is_ca":true},{"name":"Aziza Al Rawahi","is_ca":true},{"name":"Rebecca Lau","is_ca":true},{"name":"Sami Aftab Abdul","is_ca":true},{"name":"Caitlin Anstee","is_ca":true},{"name":"Sébastien Gilbert","is_ca":true},{"name":"Daniel M. Jones","is_ca":true},{"name":"Andrew Seely","is_ca":true},{"name":"R. Sudhir Sundaresan","is_ca":true},{"name":"Patrick J. Villeneuve","is_ca":true},{"name":"Donna E. Maziak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0840630745591478,"gpt":0.3589422361543707,"spread":0.2748791615952229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000373617,0.0001759738,0.0001501866,0.0003940405,0.0001031835,0.0002868008,0.0001121787,0.0002150488,0.0005513658],"category_scores_gemma":[0.0009752022,0.00007436168,0.0001316942,0.0002657586,0.0002790725,0.0002745269,0.0001231832,0.0002809504,0.00008376376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892896,"about_ca_system_score_gemma":0.0002606709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005795148,"about_ca_topic_score_gemma":0.0009342614,"domain_scores_codex":[0.9998716,0.0000425208,0.000009722703,0.00002028389,0.00003304031,0.00002273545],"domain_scores_gemma":[0.9993669,0.0001883841,0.0002686684,0.00003121565,0.00007228665,0.00007257296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001580821,0.0002011611,0.9166609,0.0001284817,0.00004103961,0.0005525234,0.00009177034,0.000349491,0.04111996,0.00004104677,0.0001493352,0.03908336],"study_design_scores_gemma":[0.0001017687,0.007288495,0.9459873,0.00005551395,0.0001032049,0.007159072,0.0002719642,0.002075236,0.0351649,0.00005441919,0.001721291,0.00001674266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974133,0.001446203,0.0005351489,0.00004256879,0.0000053619,0.00001459207,0.00002142603,0.000009359233,0.000511934],"genre_scores_gemma":[0.9986181,0.0005036003,0.0007272493,0.00003319905,0.00000772011,0.000009687946,0.00002634808,0.00000194141,0.00007213616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005795148,"threshold_uncertainty_score":0.002098978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394837504","doi":"10.3390/surgeries5020023","title":"Opportunistic Salpingectomy at the Time of General Surgery Procedures: A Systematic Review and Narrative Synthesis of Current Knowledge","year":2024,"lang":"en","type":"review","venue":"Surgeries","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"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; General surgery; Perioperative; Surgery; Laparoscopy; Salpingectomy; Specialty; Family medicine; Pregnancy","authors":[{"name":"Kevin Verhoeff","is_ca":true},{"name":"Kimia Sorouri","is_ca":true},{"name":"Janice Y. Kung","is_ca":true},{"name":"Sophia Pin","is_ca":true},{"name":"Matt Strickland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06745952501223319,"gpt":0.3641875759360428,"spread":0.2967280509238097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007229666,0.001239947,0.006317471,0.01156857,0.0006767242,0.002904113,0.001831894,0.001809353,0.004126605],"category_scores_gemma":[0.03735484,0.0009323082,0.006402665,0.01188296,0.000833245,0.002575183,0.001618748,0.00127405,0.0002791673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003565928,"about_ca_system_score_gemma":0.01357002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008885701,"about_ca_topic_score_gemma":0.02841792,"domain_scores_codex":[0.9927914,0.0019856,0.003228836,0.0006012064,0.001120267,0.0002726997],"domain_scores_gemma":[0.9657489,0.02559916,0.005808202,0.000458133,0.002050035,0.0003355521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001196132,0.00001048651,0.001074978,0.9754345,0.004768995,0.0001406145,0.0002645431,0.00005947524,0.00009526802,0.0001984057,0.0009284042,0.01690467],"study_design_scores_gemma":[0.000100619,0.000108417,0.004137513,0.9363243,0.0447043,0.0004670971,0.0005032166,0.00006420133,0.0001114268,0.0002857971,0.01316375,0.00002934301],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001877768,0.9960827,0.0001879763,0.0003292128,0.0000851871,0.0003372647,0.0007742217,0.000007347681,0.0003184119],"genre_scores_gemma":[0.01806997,0.9793308,0.0005889583,0.0006405886,0.00008033643,0.000756482,0.0004287115,0.000005801122,0.00009823482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01156857,"threshold_uncertainty_score":0.03823459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399774005","doi":"10.3390/surgeries5020039","title":"Evaluating the Quality and Safety of In-Office Rhinologic Procedures: A YO-IFOS Pilot Study","year":2024,"lang":"en","type":"article","venue":"Surgeries","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":2,"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","authors":[{"name":"David Lobo","is_ca":false},{"name":"Christian Calvo","is_ca":false},{"name":"Juan M. Solano","is_ca":false},{"name":"Leigh J. Sowerby","is_ca":true},{"name":"Luca Giovanni Locatello","is_ca":false},{"name":"Alberto Maria Saibene","is_ca":false},{"name":"Carlos M. Chiesa‐Estomba","is_ca":false},{"name":"Osama Metwaly","is_ca":false},{"name":"Karol Zeleník","is_ca":false},{"name":"Manuel Tucciarone","is_ca":false},{"name":"Alkis J. Psaltis","is_ca":false},{"name":"Raghu Nandhan","is_ca":false},{"name":"Jérôme R. Lechien","is_ca":false},{"name":"Antonino Maniaci","is_ca":false},{"name":"Jaime Viera‐Artiles","is_ca":false},{"name":"Isam Alobid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1771582729784898,"gpt":0.4220128728963563,"spread":0.2448545999178664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007647936,0.0005007379,0.0004342391,0.0008092298,0.001354333,0.0005648031,0.0003439283,0.0005175287,0.002258416],"category_scores_gemma":[0.007330022,0.0004305493,0.000556561,0.0005213619,0.0009636856,0.001107796,0.0008449164,0.0008539179,0.0005625882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008422835,"about_ca_system_score_gemma":0.002267081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023906,"about_ca_topic_score_gemma":0.004996779,"domain_scores_codex":[0.9972178,0.001775024,0.0001985121,0.0001414035,0.0002683699,0.0003988916],"domain_scores_gemma":[0.9883752,0.00413422,0.002208522,0.0009447781,0.002458067,0.001879326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009482327,0.06679679,0.8465596,0.000418322,0.0001154499,0.0006011906,0.01757566,0.0002805066,0.008459885,0.0002456994,0.001234625,0.04823004],"study_design_scores_gemma":[0.001768786,0.1440931,0.8247565,0.00007982043,0.0001011975,0.0003361928,0.02319094,0.0005708577,0.002154146,0.0001064389,0.002796379,0.00004572729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998493,0.00001827836,0.0001578275,0.0000593862,0.000009629863,0.0007838755,0.00006950662,0.000004089703,0.000404518],"genre_scores_gemma":[0.9947724,0.00009527489,0.001812373,0.0002569507,0.00004914299,0.002264017,0.0001851198,0.000004600328,0.000560258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007647936,"threshold_uncertainty_score":0.04044664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407878661","doi":"10.3390/surgeries6010015","title":"Addressing Peri-Device Leaks in Next-Generation Transcatheter Left Atrial Appendage Occluders: An Open Question","year":2025,"lang":"en","type":"article","venue":"Surgeries","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"National Institutes of Health","keywords":"Appendage; Medicine; Cardiology; Anatomy","authors":[{"name":"Majid Roshanfar","is_ca":true},{"name":"Sun-Joo Jang","is_ca":false},{"name":"Albert J. Sinusas","is_ca":false},{"name":"S. Chiu Wong","is_ca":false},{"name":"Bobak Mosadegh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2777407620897794,"gpt":0.4272012060277182,"spread":0.1494604439379387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00534868,0.0004616508,0.001464314,0.0009421109,0.0005256046,0.002861557,0.0009084758,0.002418894,0.003227531],"category_scores_gemma":[0.01260594,0.0002024363,0.001433426,0.0005325376,0.001378391,0.005131615,0.0009218275,0.002532732,0.001009031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006103595,"about_ca_system_score_gemma":0.002816139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007565197,"about_ca_topic_score_gemma":0.001618491,"domain_scores_codex":[0.9977713,0.0008310545,0.0005071477,0.0002513556,0.0005036449,0.0001355242],"domain_scores_gemma":[0.9858178,0.01025154,0.001654614,0.0002768314,0.001642235,0.0003569265],"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":[0.0003368168,0.000187238,0.005669359,0.01211341,0.0003163936,0.0006779283,0.0004118279,0.0004140454,0.001079003,0.008573566,0.01518004,0.9550404],"study_design_scores_gemma":[0.0003734783,0.002493376,0.02737565,0.07092008,0.002612847,0.01813553,0.006349301,0.002807642,0.002968183,0.04604988,0.8196325,0.0002815435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.003110452,0.9642135,0.002007473,0.02744625,0.001211929,0.00002391932,0.00004295556,0.00002078253,0.001922768],"genre_scores_gemma":[0.03648488,0.9376539,0.005354824,0.00975593,0.009722345,0.00008491994,0.000109003,0.00002519368,0.0008089982],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00534868,"threshold_uncertainty_score":0.02828687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389204079","doi":"10.3390/surgeries4040062","title":"Myosteatosis as a Prognostic Marker for Postoperative Mortality in Adult Patients Undergoing Surgery in General—A Systematic Review","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Mortality rate; Surgery; Internal medicine; Confidence interval","authors":[{"name":"Onno Emanuel den Os","is_ca":false},{"name":"Rosalie Nielen","is_ca":false},{"name":"Elham Bidar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02348157149120901,"gpt":0.2956314576508202,"spread":0.2721498861596112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297386,0.0009476642,0.005129607,0.008112452,0.00039357,0.001846542,0.001141182,0.001435182,0.003375291],"category_scores_gemma":[0.01832874,0.000564513,0.00569352,0.00817547,0.0005216077,0.00147267,0.0008073839,0.0006462464,0.0002484093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411675,"about_ca_system_score_gemma":0.004388226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0041122,"about_ca_topic_score_gemma":0.01058488,"domain_scores_codex":[0.9972952,0.0006360848,0.001195545,0.0002782855,0.000498386,0.00009657803],"domain_scores_gemma":[0.9829862,0.0125536,0.003176771,0.0001851011,0.000938663,0.0001597948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002006914,0.00001304211,0.002617507,0.9632741,0.00931238,0.0001393266,0.0001310207,0.00006514488,0.0001243829,0.00009393324,0.001114057,0.02291443],"study_design_scores_gemma":[0.0002291455,0.0002743773,0.01634595,0.8425437,0.1247853,0.0009729891,0.0002764344,0.0001226537,0.0001691206,0.0002719406,0.0139581,0.00005021648],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001745328,0.9973099,0.00007025903,0.0001425885,0.00006228108,0.0001067506,0.0003998776,0.000005142744,0.0001578189],"genre_scores_gemma":[0.02223855,0.9763277,0.000310349,0.0003499946,0.0001111756,0.0002517114,0.0003053237,0.000003840824,0.0001012338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008112452,"threshold_uncertainty_score":0.01572746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3136977602","doi":"10.3390/surgeries2020012","title":"The Link between Aggrecan and Familial Osteochondritis Dissecans","year":2021,"lang":"en","type":"article","venue":"Surgeries","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"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; Shriners Hospitals for Children - Canada; McGill University","funders":"","keywords":"Aggrecan; Medicine; Cartilage; Articular cartilage; Mutation; Bioinformatics; Genetics; Biology; Gene; Pathology; Anatomy; Osteoarthritis","authors":[{"name":"Samantha Ozere","is_ca":true},{"name":"Sami Chergui","is_ca":true},{"name":"Megan E. Cooke","is_ca":true},{"name":"Thierry Pauyo","is_ca":true},{"name":"Derek H. Rosenzweig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317414297091823,"gpt":0.2466481259166947,"spread":0.2334739829457765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371741,0.0002074756,0.0002085995,0.0007784012,0.0002065662,0.00020289,0.0001327876,0.0003951461,0.001425307],"category_scores_gemma":[0.0006640535,0.00008411708,0.0001903367,0.0007809217,0.0002626667,0.0001621964,0.0001830586,0.0002550538,0.0001050585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536923,"about_ca_system_score_gemma":0.000290385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225786,"about_ca_topic_score_gemma":0.002796045,"domain_scores_codex":[0.9998841,0.00002359545,0.00002131326,0.00002241954,0.00003296192,0.00001545165],"domain_scores_gemma":[0.99975,0.00007847291,0.0001284706,0.000005823139,0.00002428273,0.00001298603],"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":[0.0007773516,0.0001969053,0.3061835,0.007459846,0.001012117,0.203723,0.00152765,0.0007197191,0.0319031,0.01027875,0.007479892,0.4287381],"study_design_scores_gemma":[0.0000545204,0.0002390325,0.3724822,0.001655036,0.0007179597,0.5406055,0.0008317155,0.0005959959,0.004563151,0.007468851,0.07072201,0.00006409882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3912277,0.5952031,0.001366989,0.00256918,0.0002268224,0.00002685068,0.0003308544,0.00003742845,0.009011058],"genre_scores_gemma":[0.8418124,0.1528147,0.002059535,0.0005614225,0.0003507303,0.00001419632,0.0002806686,0.000004123657,0.002102279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00225786,"threshold_uncertainty_score":0.004768074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409544920","doi":"10.3390/surgeries6020036","title":"A New Preclinical Surgical Model for the Assessment of Dental Implant Tissue Integration","year":2025,"lang":"en","type":"article","venue":"Surgeries","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Implant; Dental implant; Dentistry; Medicine; Surgery","authors":[{"name":"Ryan Noh","is_ca":true},{"name":"Nahrain Warda","is_ca":true},{"name":"John E. Davies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05004757799108805,"gpt":0.4258453567916702,"spread":0.3757977788005822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355634,0.001240073,0.0005211686,0.001110859,0.0003972281,0.0006709318,0.0007720274,0.0008617768,0.004352417],"category_scores_gemma":[0.0004671826,0.0007179306,0.0006135096,0.0003919151,0.0006136061,0.0006603093,0.0006556348,0.001663773,0.001641073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004437806,"about_ca_system_score_gemma":0.0005574482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005322488,"about_ca_topic_score_gemma":0.001368326,"domain_scores_codex":[0.9992124,0.00009092119,0.0001210629,0.0001514952,0.0003099981,0.0001140405],"domain_scores_gemma":[0.9991726,0.000138952,0.0002073414,0.0002218554,0.0001393124,0.0001198154],"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":[0.0002149623,0.0003793881,0.00049955,0.00008320789,0.00001039764,0.00008589718,0.0000493941,0.0001152594,0.996043,0.0002843012,0.00009005407,0.002144639],"study_design_scores_gemma":[0.0001365189,0.01240879,0.006108326,0.00007360164,0.0001468933,0.00153498,0.0001342916,0.002718295,0.9633195,0.0003360481,0.01305238,0.00003031474],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360608,0.003535323,0.04973647,0.0002741926,0.0004657237,0.001202074,0.001094666,0.000372856,0.007257846],"genre_scores_gemma":[0.8796384,0.00418225,0.09584319,0.0002094836,0.00009200226,0.002785389,0.002513809,0.0001437927,0.01459184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004352417,"threshold_uncertainty_score":0.01456028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405503027","doi":"10.3390/surgeries5040091","title":"Case Series: An Innovative Technique for Post-Corpectomy Reconstruction Using a Cage–Allograft/Autograft Construct","year":2024,"lang":"en","type":"article","venue":"Surgeries","topic":"Cervical and Thoracic Myelopathy","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":"McGill University Health Centre","funders":"","keywords":"Corpectomy; Cage; Construct (python library); Series (stratigraphy); Computer science; Surgery; Medicine; Engineering; Structural engineering; Geology; Programming language; Cervical spine","authors":[{"name":"Lilly Groszman","is_ca":true},{"name":"Salim Al Rawahi","is_ca":true},{"name":"Wissam Al Mugheiry","is_ca":true},{"name":"Mohammed Aldeghaither","is_ca":true},{"name":"Ahmed Aoude","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03244755935054772,"gpt":0.3179224095141577,"spread":0.28547485016361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006917854,0.001437848,0.0008890922,0.001896621,0.001821155,0.001571315,0.001131694,0.002890846,0.003108648],"category_scores_gemma":[0.002550488,0.000702933,0.001324539,0.001160385,0.001402506,0.001023547,0.001043353,0.001704585,0.0009619225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039701,"about_ca_system_score_gemma":0.0009125751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006407169,"about_ca_topic_score_gemma":0.001306127,"domain_scores_codex":[0.998633,0.0001670473,0.0002648675,0.0002735433,0.000339914,0.000321691],"domain_scores_gemma":[0.9972593,0.0006156084,0.001087061,0.0004532317,0.0001615066,0.0004232714],"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":[0.0001602849,0.0006806404,0.2202608,0.0001736258,0.0001147296,0.76579,0.0008124784,0.0001711797,0.003139504,0.0004299762,0.000476968,0.007789833],"study_design_scores_gemma":[0.000009056702,0.0002666208,0.01745042,0.0000186756,0.00002778138,0.9806581,0.0002941327,0.0001111568,0.000578966,0.00004032772,0.0005334801,0.00001132545],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921734,0.001890504,0.003062068,0.0002832304,0.0001217928,0.0001544206,0.0001028284,0.00005607655,0.00215566],"genre_scores_gemma":[0.9973581,0.0004523715,0.001161659,0.0001335068,0.0001309564,0.00004036452,0.00009007964,0.00001260619,0.0006204249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003108648,"threshold_uncertainty_score":0.01039946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400119560","doi":"10.3390/surgeries5030040","title":"Effectiveness of Bariatric Surgeries for Metabolic Dysfunction-Associated Steatotic Liver Disease: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Surgeries","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Sleeve gastrectomy; Gastroenterology; Fatty liver; Surgery; Randomized controlled trial; Gastric bypass; Liver enzyme; Disease; Weight loss; Obesity","authors":[{"name":"Abdullah Alrumaih","is_ca":false},{"name":"Lama Alzelfawi","is_ca":false},{"name":"Ghadah Khalid Alotaibi","is_ca":false},{"name":"Osamah AbdulAziz Aldayel","is_ca":false},{"name":"Abdulrahman Almutairi","is_ca":false},{"name":"Rosana Tariq Alnowaimi","is_ca":false},{"name":"Mubarak Mohammed Alshahrani","is_ca":false},{"name":"R. Alsharif","is_ca":false},{"name":"Sarah Nabil Almadani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05973308180754604,"gpt":0.3359558156806258,"spread":0.2762227338730798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00528837,0.001820885,0.01251105,0.004330334,0.0004723913,0.001969426,0.001476975,0.001551512,0.004092597],"category_scores_gemma":[0.01412747,0.0009248683,0.01945995,0.00520271,0.0004137929,0.001040854,0.0009825923,0.001166207,0.0002524569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425736,"about_ca_system_score_gemma":0.002194648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004866923,"about_ca_topic_score_gemma":0.01284866,"domain_scores_codex":[0.9966496,0.001338039,0.001067707,0.0004012462,0.0004031106,0.0001403172],"domain_scores_gemma":[0.990193,0.0073064,0.001501736,0.0001992305,0.0006402431,0.0001594396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002244973,0.00004206625,0.005703153,0.594891,0.3678251,0.0001357423,0.00008349732,0.000405428,0.0002506105,0.0001425445,0.001094208,0.0271817],"study_design_scores_gemma":[0.0005347403,0.0002651722,0.007651244,0.04526469,0.9421587,0.0001509134,0.00006286983,0.000185063,0.0001456473,0.0001722319,0.003382148,0.00002651784],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003482346,0.995615,0.0001464366,0.0001075987,0.00005544735,0.0000763202,0.0003348573,0.000009568413,0.0001724606],"genre_scores_gemma":[0.0980837,0.8994017,0.0007862815,0.0004403873,0.0001454569,0.0003116088,0.0005993892,0.00001356433,0.000217997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01251105,"threshold_uncertainty_score":0.02796793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319005247","doi":"10.3390/surgeries4010008","title":"Utilizing Additive Manufacturing to Produce Organ Mimics and Imaging Phantoms","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Victoria","funders":"Biotalent Canada; Canada Research Chairs","keywords":"Flexibility (engineering); Workflow; 3D printing; Computer science; Process (computing); Systems engineering; Field (mathematics); Manufacturing engineering; Process engineering; Engineering; Mechanical engineering; Database","authors":[{"name":"Dmitri Karaman","is_ca":true},{"name":"Stephanie M. Willerth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007053035608353032,"gpt":0.2149711922883652,"spread":0.2079181566800122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001615157,0.0008021027,0.0003381378,0.001340218,0.000404125,0.001941206,0.0007151755,0.0008471652,0.002503463],"category_scores_gemma":[0.001863208,0.0006896395,0.0007442052,0.0005987193,0.0007726214,0.0009022244,0.00133755,0.0009059907,0.001669484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540043,"about_ca_system_score_gemma":0.0005270329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002139137,"about_ca_topic_score_gemma":0.0004934916,"domain_scores_codex":[0.9990526,0.0001461133,0.00006277014,0.0001064995,0.0005649493,0.00006707558],"domain_scores_gemma":[0.9989579,0.0003850908,0.0001521063,0.0002853911,0.000158531,0.000061101],"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":[0.0001286029,0.0001267442,0.0006904102,0.001041949,0.00005686831,0.00137939,0.0005117831,0.0148526,0.8520118,0.02375466,0.002664935,0.1027804],"study_design_scores_gemma":[0.00002555317,0.0007388531,0.001012594,0.000195609,0.0001003984,0.003238219,0.0001186338,0.01646967,0.8392429,0.004845973,0.1339066,0.0001049254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07539355,0.004422478,0.8753954,0.0005952358,0.0007831079,0.0006418172,0.0004407132,0.002487402,0.0398403],"genre_scores_gemma":[0.3059922,0.005355566,0.6761557,0.0005166093,0.0001161712,0.0005777956,0.0003937413,0.0004775748,0.01041459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002503463,"threshold_uncertainty_score":0.008541822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381936852","doi":"10.3390/surgeries4030031","title":"Characteristics and Perioperative Risk Factors for Persistent Pain after Breast Cancer Surgery: A Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Anesthesia and Pain Management","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":"Mount Sinai Hospital; University Health Network; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Breast cancer; Prospective cohort study; Breast surgery; Analgesic; Neuropathic pain; Surgery; Anesthesia; Cancer; Internal medicine","authors":[{"name":"Sachin Sahni","is_ca":true},{"name":"Ronak Patel","is_ca":true},{"name":"Li Wang","is_ca":true},{"name":"Sarah Miles","is_ca":true},{"name":"Elad Dana","is_ca":true},{"name":"James S. Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0159846645198868,"gpt":0.2544581928101067,"spread":0.2384735282902199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846729,0.0004308796,0.0004981309,0.0006019332,0.0005421563,0.000884745,0.0004639837,0.0006940779,0.001480784],"category_scores_gemma":[0.003954787,0.0005871995,0.0009792839,0.00105341,0.0002974212,0.0007946547,0.0005434736,0.001132345,0.0002355761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349032,"about_ca_system_score_gemma":0.0005862538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561204,"about_ca_topic_score_gemma":0.004301832,"domain_scores_codex":[0.9989772,0.0002903062,0.00009768506,0.000223536,0.0002300406,0.000181234],"domain_scores_gemma":[0.9972509,0.0005826972,0.001217072,0.0003380546,0.0002141156,0.0003971333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003496982,0.0001346604,0.998509,0.000009271144,0.0001544615,0.00005929796,0.0000415113,0.00002322717,0.00009886694,0.000008149299,0.00006450141,0.0005472906],"study_design_scores_gemma":[0.00007906383,0.0006317195,0.9983081,0.00001317165,0.0001236094,0.0002863709,0.0001473218,0.0002115971,0.00003616211,0.00001689146,0.0001374518,0.000008488845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.0002519458,0.0001050559,0.00003185169,0.000009558084,0.00002733155,0.0002876387,0.000001974832,0.0001163771],"genre_scores_gemma":[0.9990562,0.0001843346,0.0001325479,0.00003604564,0.00001691681,0.00003570474,0.0004131893,0.000002099201,0.0001230581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003561204,"threshold_uncertainty_score":0.009766579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405945136","doi":"10.3390/surgeries6010002","title":"Gender Diversity in Canadian Surgical Residency","year":2024,"lang":"en","type":"article","venue":"Surgeries","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Obstetrics and gynaecology; Diversity (politics); Medicine; Gender diversity; Family medicine; General surgery; Management","authors":[{"name":"Rahim H. Valji","is_ca":true},{"name":"Sheharzad Mahmood","is_ca":true},{"name":"Kevin Verhoeff","is_ca":true},{"name":"Simon R. Turner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06294231718889774,"gpt":0.3097962609271717,"spread":0.246853943738274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002134232,0.0002687274,0.000296173,0.00376453,0.00540242,0.001505063,0.001244778,0.0004760843,0.006489603],"category_scores_gemma":[0.007674824,0.000218267,0.0004515988,0.005466643,0.00151499,0.0006013098,0.002160963,0.0008818754,0.000298388],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02519521,"about_ca_system_score_gemma":0.06026797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683478,"about_ca_topic_score_gemma":0.9805401,"domain_scores_codex":[0.9967124,0.0002010294,0.00009983371,0.0003034394,0.001660077,0.00102316],"domain_scores_gemma":[0.9931242,0.0003533656,0.001100973,0.00010981,0.00251882,0.002792726],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020831,0.00002934308,0.9142676,0.0003021426,0.00005383832,0.0003153585,0.006885715,0.0003095045,0.0002947784,0.002037724,0.01909289,0.056309],"study_design_scores_gemma":[0.000004462684,0.00002053267,0.9782662,0.0002460656,0.00001219735,0.0002225632,0.004830095,0.0001645801,0.00006390491,0.0002153038,0.0159298,0.00002422709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926245,0.01035198,0.000647178,0.01418655,0.0006790567,0.0001184855,0.0099207,0.00005052695,0.03780054],"genre_scores_gemma":[0.9919241,0.003785911,0.0003198811,0.0007609397,0.000103581,0.00002896115,0.001500891,0.00001416751,0.001561549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978658,"threshold_uncertainty_score":0.1828049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405107040","doi":"10.3390/surgeries5040089","title":"A Narrative Review in Hip Surgery: Key Findings from a Leading Orthopedic Journal in 2022–2023","year":2024,"lang":"en","type":"review","venue":"Surgeries","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Hip arthroscopy; Femoroacetabular impingement; Orthopedic surgery; Physical therapy; Rehabilitation; Systematic review; Traumatology; Evidence-based medicine; MEDLINE; Arthroscopy; Surgery; General surgery; Alternative medicine","authors":[{"name":"Nikolai Ramadanov","is_ca":false},{"name":"Maximilian Voss","is_ca":false},{"name":"Robert Prill","is_ca":false},{"name":"Jonathan Lettner","is_ca":false},{"name":"Aleksandra Królikowska","is_ca":false},{"name":"Krzysztof Korolczuk","is_ca":false},{"name":"Roland Becker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06525862241238749,"gpt":0.3756050001082971,"spread":0.3103463776959096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0302988,0.001611146,0.004139559,0.02687295,0.001314793,0.005877003,0.001540237,0.003820128,0.0129595],"category_scores_gemma":[0.1345541,0.001128733,0.006103596,0.01786906,0.001254039,0.006086115,0.004520151,0.002666546,0.001361584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008313541,"about_ca_system_score_gemma":0.02590872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837566,"about_ca_topic_score_gemma":0.01616742,"domain_scores_codex":[0.9726567,0.01119118,0.01019487,0.001021196,0.004090392,0.0008456621],"domain_scores_gemma":[0.8675005,0.09296983,0.0178906,0.001551855,0.01829225,0.00179491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002544806,0.00002574228,0.0008738488,0.9111518,0.002044988,0.0004085173,0.001273618,0.00008844366,0.000259823,0.001071789,0.01573977,0.0668072],"study_design_scores_gemma":[0.00008703363,0.00007147028,0.001753569,0.9400069,0.005154537,0.000439559,0.0009703225,0.0000311185,0.00008797184,0.0004518577,0.05092158,0.00002413276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001003359,0.9886154,0.0003084531,0.0051687,0.001314681,0.001232828,0.0009737157,0.00001262499,0.0013702],"genre_scores_gemma":[0.01407991,0.9750059,0.00161389,0.004848297,0.0007723062,0.002693761,0.0006415236,0.00001267866,0.0003318467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0302988,"threshold_uncertainty_score":0.1602373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413825175","doi":"10.3390/surgeries6030073","title":"Liver Cysts and Artificial Intelligence: Is AI Really a Patient-Friendly Support?","year":2025,"lang":"en","type":"article","venue":"Surgeries","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Artificial liver; Computer science; Artificial intelligence; Medicine; Surgery; Liver failure","authors":[{"name":"Enrico Spalice","is_ca":false},{"name":"Chiara D’Alterio","is_ca":false},{"name":"Maria Lanzone","is_ca":false},{"name":"Immacolata Iannone","is_ca":false},{"name":"Cristina De Padua","is_ca":false},{"name":"Matteo De Pastena","is_ca":true},{"name":"Alessandro Coppola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06800311265644088,"gpt":0.3894422961242925,"spread":0.3214391834678516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009841614,0.0003121917,0.0003355239,0.0006702994,0.001319474,0.003119632,0.0007672478,0.00194276,0.007524655],"category_scores_gemma":[0.07820054,0.0001598974,0.0002327847,0.0004207581,0.003284982,0.003697565,0.00284216,0.001419842,0.001192439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165064,"about_ca_system_score_gemma":0.002530494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007503268,"about_ca_topic_score_gemma":0.001081476,"domain_scores_codex":[0.9911146,0.006902664,0.0003832192,0.0003485697,0.0009226268,0.000328365],"domain_scores_gemma":[0.911751,0.07395709,0.004805692,0.001619993,0.002796931,0.005069322],"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":[0.001436344,0.0007962579,0.1347379,0.00778191,0.0001569266,0.005386129,0.1541094,0.001298744,0.0071917,0.01486528,0.07468303,0.5975564],"study_design_scores_gemma":[0.0003455443,0.002974724,0.1439749,0.01536039,0.0003431152,0.03367944,0.250787,0.01709413,0.01122797,0.06617422,0.4574121,0.0006265681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7220793,0.01172875,0.03028771,0.175696,0.001344828,0.0005580282,0.00038357,0.001170077,0.05675177],"genre_scores_gemma":[0.9627843,0.002581179,0.01605432,0.0135541,0.000503857,0.0002634244,0.0001421064,0.00006271066,0.00405395],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009841614,"threshold_uncertainty_score":0.05204809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}