{"meta":{"query_hash":"8c722e6e596b","filters":{"venue":"Surgeries"},"cohort_total":22,"direct_labels_cover":0,"predictions_cover":22,"exported":22,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8c722e6e596b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surgeries"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.008217359582964939,"score_gpt":0.25837361361850464,"score_spread":0.2501562540355397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126761873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321175,0.0027804098,0.002611069,0.000020991096,0.0000222451,0.000042282038,0.0001409049,0.000040672552,0.0011296008],"genre_scores_gemma":[0.99395967,0.0017103967,0.0020032974,0.000037238024,0.000011885584,0.00004701647,0.00021484701,0.000017627444,0.0019980571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998634,0.000040996907,0.000010293905,0.000028089698,0.000029047133,0.000028212362],"domain_scores_gemma":[0.999838,0.00005550847,0.000043821536,0.000025326093,0.000016766684,0.000020463487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020533339,0.00031677407,0.00020844977,0.00017771396,0.000100634796,0.00018589437,0.0001428174,0.00023411708,0.00227406],"category_scores_gemma":[0.00014089436,0.00013621962,0.00026009293,0.00010286585,0.00020340642,0.00018388554,0.00011522021,0.0004579714,0.00029022145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016532511,0.000046765115,0.0002999166,0.000044496308,0.0000050600966,0.000024968787,0.00002025342,0.0000393471,0.99805754,0.00002143482,0.000012242135,0.0012624674],"study_design_scores_gemma":[0.0000071642553,0.0017577697,0.010980458,0.000010500327,0.000018852415,0.00015614802,0.000040982166,0.00025624703,0.9859308,0.000025621415,0.00081041676,0.000005093553],"about_ca_topic_score_codex":0.00012689315,"about_ca_topic_score_gemma":0.00019061404,"teacher_disagreement_score":0.00227406,"about_ca_system_score_codex":0.000076235614,"about_ca_system_score_gemma":0.00008447647,"threshold_uncertainty_score":0.0076075196},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013174142970918231,"score_gpt":0.24664812591669474,"score_spread":0.2334739829457765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136977602","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3912277,0.5952031,0.0013669891,0.00256918,0.00022682243,0.000026850681,0.00033085444,0.000037428454,0.009011058],"genre_scores_gemma":[0.8418124,0.15281469,0.0020595351,0.0005614225,0.00035073035,0.000014196316,0.00028066855,0.0000041236567,0.0021022789],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998841,0.000023595449,0.000021313255,0.000022419545,0.000032961918,0.000015451651],"domain_scores_gemma":[0.99974996,0.000078472905,0.0001284706,0.0000058231385,0.00002428273,0.0000129860255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013717414,0.00020747559,0.00020859948,0.0007784012,0.0002065662,0.00020289002,0.00013278757,0.00039514608,0.0014253068],"category_scores_gemma":[0.00066405354,0.00008411708,0.00019033674,0.0007809217,0.0002626667,0.00016219636,0.00018305858,0.00025505383,0.00010505855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077735155,0.00019690527,0.30618355,0.007459846,0.0010121167,0.20372298,0.0015276503,0.0007197191,0.031903103,0.010278751,0.007479892,0.42873815],"study_design_scores_gemma":[0.000054520402,0.00023903248,0.37248215,0.0016550359,0.00071795966,0.5406055,0.00083171553,0.0005959959,0.004563151,0.007468851,0.070722006,0.00006409882],"about_ca_topic_score_codex":0.0022578603,"about_ca_topic_score_gemma":0.0027960448,"teacher_disagreement_score":0.0022578603,"about_ca_system_score_codex":0.0002536923,"about_ca_system_score_gemma":0.000290385,"threshold_uncertainty_score":0.0047680736},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.06183531925236954,"score_gpt":0.3977832563057918,"score_spread":0.3359479370534223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186588971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010891837,0.98823744,0.0018271542,0.002834669,0.00069270836,0.0000138420755,0.000045994042,0.000031275038,0.0052278],"genre_scores_gemma":[0.007829422,0.98592037,0.0027861318,0.0010768292,0.0007222049,0.000024747045,0.00006954076,0.000018710074,0.0015519825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843496,0.00038917817,0.00017974929,0.00017019325,0.00072141865,0.000104519175],"domain_scores_gemma":[0.9955474,0.0031207593,0.00029068402,0.00011580886,0.00081602286,0.00010932195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033420953,0.00069940015,0.0009233636,0.0019622394,0.00050804054,0.0032145279,0.0010395893,0.0026801073,0.0062682712],"category_scores_gemma":[0.0037292375,0.00050898787,0.0014460641,0.0018812662,0.0014232947,0.0032928823,0.0011373141,0.0025392347,0.0019205485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015282548,0.00012455031,0.0010612269,0.019648537,0.00008689094,0.00064079725,0.0005481717,0.0016748772,0.009095261,0.028417693,0.02634917,0.91220003],"study_design_scores_gemma":[0.000009913144,0.00022313668,0.0011098742,0.004621465,0.00008087166,0.002012068,0.00051197637,0.000700218,0.005379372,0.007885578,0.97740287,0.0000626383],"about_ca_topic_score_codex":0.0011411437,"about_ca_topic_score_gemma":0.0017147183,"teacher_disagreement_score":0.0062682712,"about_ca_system_score_codex":0.00080721895,"about_ca_system_score_gemma":0.0011981837,"threshold_uncertainty_score":0.02096945},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.021985302002358334,"score_gpt":0.21501160797075977,"score_spread":0.19302630596840142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283698679","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92333263,0.000775881,0.07217246,0.000053317177,0.000026703892,0.00007177834,0.00024315137,0.00026747744,0.0030565506],"genre_scores_gemma":[0.9671518,0.00040325627,0.031789575,0.0000114854665,0.0000042857355,0.000073115145,0.00011522148,0.00003701799,0.0004140936],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997278,0.00004258111,0.000027288786,0.00004750497,0.00012501614,0.000029827273],"domain_scores_gemma":[0.99946934,0.00018965578,0.00018955543,0.000045866596,0.00008237718,0.000023300921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034653384,0.0005362442,0.00024755482,0.00051085965,0.0001127791,0.0005331846,0.00033266676,0.00051692966,0.00057200715],"category_scores_gemma":[0.000784059,0.00028150162,0.00034223846,0.00033077085,0.00016597816,0.00030623228,0.00020891934,0.00018400709,0.00037798707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091260576,0.000081510385,0.0008716924,0.0002578618,0.000012693576,0.0001374429,0.000051127314,0.041079428,0.9464556,0.0002178487,0.00007327729,0.010670216],"study_design_scores_gemma":[0.000018936198,0.00060749135,0.003540772,0.00002405027,0.000057029436,0.0002199244,0.00006714592,0.061346546,0.9316833,0.00020651791,0.00219403,0.000034399105],"about_ca_topic_score_codex":0.00021004284,"about_ca_topic_score_gemma":0.00062656373,"teacher_disagreement_score":0.00057200715,"about_ca_system_score_codex":0.00024820573,"about_ca_system_score_gemma":0.00024410593,"threshold_uncertainty_score":0.0019134879},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014048186841864738,"score_gpt":0.28109827870040865,"score_spread":0.2670500918585439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303982242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975471,0.0011246086,0.000121363184,0.00021373318,0.00006433697,0.0003801488,0.00021974671,0.0000057215366,0.00032337353],"genre_scores_gemma":[0.99581414,0.0010470449,0.00058965094,0.00041091844,0.00024999282,0.00086059415,0.0006176976,0.000003534897,0.00040640423],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99944407,0.00029754537,0.000062215455,0.00007694051,0.00004712411,0.0000720687],"domain_scores_gemma":[0.9987237,0.00025200503,0.0002535735,0.00014240226,0.0000651412,0.00056312326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013226464,0.00089145114,0.0016192896,0.00026725925,0.00043761928,0.000702947,0.00049755437,0.00096311275,0.0024566476],"category_scores_gemma":[0.0014182134,0.00043971525,0.0016172003,0.00032624227,0.00061413436,0.0005271301,0.00055707427,0.0014249661,0.00026740556],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8430025,0.056349516,0.06638772,0.0008770822,0.0037143996,0.000103269966,0.00015178848,0.00044420897,0.0028814392,0.00013986837,0.00080139306,0.025146745],"study_design_scores_gemma":[0.45673466,0.346714,0.19012356,0.00013482243,0.003055184,0.0001164643,0.00019848956,0.0008466505,0.0006184131,0.0001769783,0.0012296139,0.000051178486],"about_ca_topic_score_codex":0.0011323657,"about_ca_topic_score_gemma":0.0018869854,"teacher_disagreement_score":0.0024566476,"about_ca_system_score_codex":0.0005351948,"about_ca_system_score_gemma":0.0013611374,"threshold_uncertainty_score":0.008218288},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.007053035608353032,"score_gpt":0.2149711922883652,"score_spread":0.20791815668001218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319005247","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07539355,0.0044224784,0.8753954,0.0005952358,0.00078310794,0.0006418172,0.0004407132,0.0024874024,0.039840303],"genre_scores_gemma":[0.3059922,0.0053555663,0.67615575,0.0005166093,0.00011617125,0.00057779555,0.00039374133,0.0004775748,0.010414587],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990526,0.0001461133,0.00006277014,0.000106499494,0.0005649493,0.000067075576],"domain_scores_gemma":[0.9989579,0.00038509083,0.00015210628,0.00028539108,0.00015853095,0.000061101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016151568,0.0008021027,0.00033813785,0.0013402177,0.000404125,0.001941206,0.0007151755,0.00084716524,0.0025034633],"category_scores_gemma":[0.0018632084,0.0006896395,0.0007442052,0.0005987193,0.0007726214,0.0009022244,0.0013375501,0.00090599066,0.0016694838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012860293,0.0001267442,0.0006904102,0.0010419495,0.00005686831,0.0013793905,0.00051178306,0.014852603,0.8520118,0.02375466,0.0026649346,0.10278039],"study_design_scores_gemma":[0.000025553167,0.0007388531,0.0010125937,0.00019560898,0.00010039843,0.0032382193,0.000118633805,0.016469669,0.83924294,0.0048459726,0.13390665,0.00010492536],"about_ca_topic_score_codex":0.00021391366,"about_ca_topic_score_gemma":0.0004934916,"teacher_disagreement_score":0.0025034633,"about_ca_system_score_codex":0.00035400427,"about_ca_system_score_gemma":0.0005270329,"threshold_uncertainty_score":0.008541822},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.07253874212784997,"score_gpt":0.3875649267327988,"score_spread":0.3150261846049488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366590051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974866,0.00003710923,0.00011152125,0.00028007923,0.000016600248,0.0011806856,0.00007607679,0.0000055436444,0.00080576865],"genre_scores_gemma":[0.99356395,0.000237538,0.0018244169,0.00047672825,0.00002998319,0.0030081647,0.00017757906,0.0000051063935,0.00067648396],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9930239,0.0044555706,0.00024721294,0.00018089972,0.0006071436,0.0014853714],"domain_scores_gemma":[0.9942867,0.0014864068,0.00070396793,0.00026496156,0.00081585353,0.0024421257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010843,0.00061626727,0.00039298713,0.00097395,0.004118563,0.0013385734,0.0010998338,0.0006693671,0.001793582],"category_scores_gemma":[0.009539979,0.00033907272,0.00048095582,0.0010503543,0.0012042095,0.0010160722,0.0028967133,0.00084494904,0.00017885905],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008071082,0.11858642,0.35787427,0.0034315672,0.00038647754,0.003733424,0.08981776,0.005924503,0.011506059,0.0032957878,0.004438301,0.39293435],"study_design_scores_gemma":[0.0039004188,0.09772678,0.735133,0.0010459665,0.00025315033,0.00040146444,0.13456637,0.004018975,0.0050392076,0.0010144848,0.016733985,0.00016611372],"about_ca_topic_score_codex":0.03269105,"about_ca_topic_score_gemma":0.049776707,"teacher_disagreement_score":0.03269105,"about_ca_system_score_codex":0.007845122,"about_ca_system_score_gemma":0.023829143,"threshold_uncertainty_score":0.06500155},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0159846645198868,"score_gpt":0.2544581928101067,"score_spread":0.23847352829021987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381936852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991683,0.00025194584,0.0001050559,0.000031851687,0.0000095580845,0.00002733155,0.00028763872,0.0000019748315,0.000116377145],"genre_scores_gemma":[0.99905616,0.0001843346,0.00013254794,0.00003604564,0.000016916809,0.000035704743,0.0004131893,0.0000020992006,0.00012305814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989772,0.0002903062,0.00009768506,0.00022353596,0.00023004062,0.00018123396],"domain_scores_gemma":[0.99725085,0.0005826972,0.001217072,0.00033805458,0.00021411563,0.00039713332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001846729,0.0004308796,0.0004981309,0.00060193316,0.0005421563,0.000884745,0.00046398366,0.00069407787,0.0014807844],"category_scores_gemma":[0.0039547873,0.0005871995,0.0009792839,0.0010534097,0.00029742118,0.00079465465,0.0005434736,0.0011323451,0.00023557608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003496982,0.00013466037,0.998509,0.000009271144,0.00015446148,0.00005929796,0.000041511295,0.000023227172,0.00009886694,0.000008149299,0.00006450141,0.0005472906],"study_design_scores_gemma":[0.00007906383,0.0006317195,0.99830806,0.0000131716515,0.00012360938,0.00028637087,0.00014732184,0.00021159709,0.000036162106,0.000016891458,0.00013745179,0.000008488845],"about_ca_topic_score_codex":0.003561204,"about_ca_topic_score_gemma":0.004301832,"teacher_disagreement_score":0.003561204,"about_ca_system_score_codex":0.00023490323,"about_ca_system_score_gemma":0.0005862538,"threshold_uncertainty_score":0.009766579},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.011656504885724296,"score_gpt":0.2735184074723964,"score_spread":0.26186190258667214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382449333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395546,0.0035876727,0.050775416,0.000095721414,0.00014183966,0.0001456525,0.0007324661,0.00035884374,0.0046078432],"genre_scores_gemma":[0.9420453,0.0015220455,0.05278333,0.000089897425,0.000020054506,0.00020235487,0.00063376874,0.00004706119,0.0026561494],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974555,0.000021284588,0.000028411392,0.000052218787,0.00012465013,0.00002791152],"domain_scores_gemma":[0.9998307,0.00006797721,0.00003837308,0.000026703536,0.000024081557,0.000012146452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026798056,0.00043230725,0.00022116762,0.0003145153,0.00014009766,0.0003113686,0.0001932782,0.0004890094,0.0012908544],"category_scores_gemma":[0.00023201866,0.00021831034,0.0003853793,0.00019576988,0.00013905768,0.00018533369,0.00019063005,0.0002548409,0.0005579734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010490403,0.000012233987,0.000077528886,0.00003810205,0.0000021840315,0.000044031287,0.00001062364,0.00019257862,0.9980565,0.000018723667,0.000016282787,0.0015207726],"study_design_scores_gemma":[0.0000043090117,0.00012489516,0.0018353593,0.000008447795,0.000010823478,0.00015450345,0.000013697302,0.0017894808,0.9947982,0.000034454264,0.0012183436,0.000007506669],"about_ca_topic_score_codex":0.0002196386,"about_ca_topic_score_gemma":0.00081168534,"teacher_disagreement_score":0.0012908544,"about_ca_system_score_codex":0.00014258541,"about_ca_system_score_gemma":0.00009494432,"threshold_uncertainty_score":0.0043183565},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02300161112422636,"score_gpt":0.2923994832401713,"score_spread":0.2693978721159449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383736809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988255,0.00014562039,0.000051642102,0.00005712423,0.0000050983363,0.0000101602955,0.00065935805,0.0000025974202,0.00024291566],"genre_scores_gemma":[0.9988733,0.00008344592,0.000055762182,0.00005042144,0.000010523808,0.000014533676,0.0008179312,0.000002734649,0.00009143789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985392,0.0002834221,0.00018741935,0.00041708967,0.0002485509,0.00032437127],"domain_scores_gemma":[0.99560237,0.00045881368,0.002428076,0.0003845634,0.00029115897,0.00083511457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014289083,0.00028948803,0.00035878245,0.0010368886,0.0007696647,0.0010102855,0.0007851828,0.00042822908,0.0014978154],"category_scores_gemma":[0.0023712914,0.00050957187,0.00055503484,0.0021614106,0.0005659574,0.0009827727,0.001349737,0.0007997524,0.00027695022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002504849,0.000013014134,0.9994881,0.0000027634535,0.000016424881,0.000022972858,0.000049841434,0.000012174223,0.000043547494,0.000007551941,0.000066118526,0.00025235934],"study_design_scores_gemma":[0.0000031232944,0.000036441972,0.9993691,0.000004515887,0.000008913531,0.00007998627,0.00028167063,0.00006069971,0.000022250055,0.000004785739,0.000125557,0.00000297352],"about_ca_topic_score_codex":0.021139797,"about_ca_topic_score_gemma":0.033209532,"teacher_disagreement_score":0.021139797,"about_ca_system_score_codex":0.0012270159,"about_ca_system_score_gemma":0.0009997798,"threshold_uncertainty_score":0.042033494},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0840630745591478,"score_gpt":0.3589422361543707,"score_spread":0.2748791615952229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388407433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741334,0.0014462027,0.0005351489,0.00004256879,0.0000053618996,0.000014592067,0.000021426029,0.0000093592325,0.000511934],"genre_scores_gemma":[0.9986181,0.0005036003,0.0007272493,0.00003319905,0.00000772011,0.000009687946,0.000026348082,0.0000019414103,0.000072136165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998716,0.000042520798,0.000009722703,0.000020283886,0.000033040313,0.000022735449],"domain_scores_gemma":[0.99936694,0.00018838412,0.00026866837,0.00003121565,0.000072286646,0.000072572955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037361696,0.0001759738,0.00015018656,0.00039404051,0.00010318346,0.00028680076,0.00011217867,0.00021504884,0.0005513658],"category_scores_gemma":[0.00097520225,0.00007436168,0.00013169418,0.00026575857,0.00027907253,0.00027452692,0.0001231832,0.00028095036,0.000083763756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015808214,0.00020116106,0.9166609,0.00012848168,0.00004103961,0.00055252336,0.00009177034,0.000349491,0.04111996,0.000041046773,0.00014933517,0.039083358],"study_design_scores_gemma":[0.00010176874,0.007288495,0.94598734,0.000055513952,0.0001032049,0.0071590724,0.00027196418,0.0020752358,0.035164904,0.00005441919,0.001721291,0.000016742662],"about_ca_topic_score_codex":0.0005795148,"about_ca_topic_score_gemma":0.00093426136,"teacher_disagreement_score":0.0005795148,"about_ca_system_score_codex":0.00028928963,"about_ca_system_score_gemma":0.00026067087,"threshold_uncertainty_score":0.0020989776},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Mortality rate; Surgery; Internal medicine; Confidence interval","score_opus":0.023481571491209007,"score_gpt":0.2956314576508202,"score_spread":0.2721498861596112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389204079","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017453283,0.9973099,0.00007025903,0.00014258853,0.000062281084,0.000106750595,0.00039987764,0.0000051427437,0.00015781891],"genre_scores_gemma":[0.022238549,0.9763277,0.00031034905,0.0003499946,0.000111175614,0.00025171138,0.0003053237,0.0000038408243,0.00010123379],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9972952,0.0006360848,0.0011955454,0.00027828547,0.00049838604,0.00009657803],"domain_scores_gemma":[0.98298615,0.012553598,0.0031767706,0.00018510113,0.000938663,0.00015979481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029738604,0.0009476642,0.0051296074,0.008112452,0.00039356996,0.0018465417,0.0011411818,0.0014351822,0.0033752907],"category_scores_gemma":[0.018328737,0.00056451303,0.00569352,0.00817547,0.0005216077,0.0014726698,0.0008073839,0.0006462464,0.0002484093],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020069136,0.000013042115,0.0026175075,0.9632741,0.00931238,0.00013932661,0.00013102073,0.00006514488,0.00012438295,0.00009393324,0.001114057,0.022914434],"study_design_scores_gemma":[0.00022914549,0.00027437732,0.016345954,0.8425437,0.12478535,0.00097298913,0.0002764344,0.00012265367,0.00016912055,0.0002719406,0.013958098,0.000050216477],"about_ca_topic_score_codex":0.0041122,"about_ca_topic_score_gemma":0.010584881,"teacher_disagreement_score":0.008112452,"about_ca_system_score_codex":0.0014116754,"about_ca_system_score_gemma":0.004388226,"threshold_uncertainty_score":0.01572746},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; General surgery; Perioperative; Surgery; Laparoscopy; Salpingectomy; Specialty; Family medicine; Pregnancy","score_opus":0.06745952501223319,"score_gpt":0.36418757593604284,"score_spread":0.29672805092380966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394837504","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018777677,0.99608266,0.00018797627,0.00032921278,0.0000851871,0.00033726468,0.0007742217,0.0000073476813,0.00031841188],"genre_scores_gemma":[0.01806997,0.97933084,0.0005889583,0.0006405886,0.00008033643,0.000756482,0.0004287115,0.000005801122,0.00009823482],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9927914,0.0019855995,0.0032288358,0.0006012064,0.0011202665,0.00027269975],"domain_scores_gemma":[0.9657489,0.025599161,0.005808202,0.00045813297,0.002050035,0.00033555206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072296658,0.001239947,0.0063174707,0.0115685705,0.00067672424,0.0029041131,0.0018318938,0.0018093531,0.004126605],"category_scores_gemma":[0.03735484,0.0009323082,0.0064026653,0.011882959,0.000833245,0.002575183,0.0016187477,0.0012740496,0.00027916726],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119613156,0.000010486507,0.0010749776,0.9754345,0.0047689946,0.00014061452,0.00026454305,0.00005947524,0.00009526802,0.0001984057,0.0009284042,0.016904667],"study_design_scores_gemma":[0.00010061898,0.000108417,0.004137513,0.9363243,0.044704303,0.0004670971,0.0005032166,0.00006420133,0.00011142679,0.00028579714,0.013163751,0.000029343011],"about_ca_topic_score_codex":0.008885701,"about_ca_topic_score_gemma":0.02841792,"teacher_disagreement_score":0.0115685705,"about_ca_system_score_codex":0.0035659284,"about_ca_system_score_gemma":0.013570018,"threshold_uncertainty_score":0.03823459},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008470412495318476,"score_gpt":0.2700772302505102,"score_spread":0.26160681775519173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396962660","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003770108,0.9967173,0.00045750424,0.00053426565,0.00037395343,0.00000711854,0.000016680802,0.000011466964,0.0015046478],"genre_scores_gemma":[0.0020623452,0.9951603,0.0006687012,0.00037294542,0.00076661556,0.000011145237,0.000035234058,0.0000030023243,0.0009196773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975175,0.000049167626,0.000036203215,0.00003656763,0.000087391025,0.000038979826],"domain_scores_gemma":[0.9997813,0.00008768923,0.000032774038,0.0000060397933,0.000058305093,0.000033872755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055991154,0.0007270426,0.0010383892,0.0026499752,0.00041901233,0.0012589708,0.0006075004,0.0012161894,0.0028794939],"category_scores_gemma":[0.0004134826,0.00024765448,0.00049596076,0.0021601378,0.00067152927,0.0017323161,0.0008641309,0.0016269454,0.0011549549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020551098,0.00017369118,0.0012155117,0.022366323,0.00014389183,0.0008546943,0.0004650348,0.00056716026,0.011762666,0.013295298,0.045540854,0.9034094],"study_design_scores_gemma":[0.000012121856,0.00026026135,0.0034157587,0.004896487,0.00012186645,0.0044364654,0.00027925722,0.00018617751,0.0014463315,0.008222959,0.97668695,0.000035515826],"about_ca_topic_score_codex":0.0009119058,"about_ca_topic_score_gemma":0.0011421661,"teacher_disagreement_score":0.0028794939,"about_ca_system_score_codex":0.0007465666,"about_ca_system_score_gemma":0.0012900684,"threshold_uncertainty_score":0.009632885},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine","score_opus":0.17715827297848982,"score_gpt":0.42201287289635625,"score_spread":0.24485459991786643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399774005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99849296,0.000018278364,0.0001578275,0.0000593862,0.000009629863,0.00078387547,0.00006950662,0.000004089703,0.000404518],"genre_scores_gemma":[0.9947724,0.00009527489,0.0018123734,0.0002569507,0.000049142986,0.0022640175,0.00018511982,0.000004600328,0.00056025805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972178,0.0017750236,0.00019851208,0.00014140349,0.00026836994,0.00039889157],"domain_scores_gemma":[0.9883752,0.0041342196,0.002208522,0.0009447781,0.0024580674,0.0018793258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007647936,0.00050073786,0.0004342391,0.0008092298,0.0013543327,0.0005648031,0.00034392832,0.0005175287,0.0022584156],"category_scores_gemma":[0.0073300223,0.0004305493,0.00055656105,0.0005213619,0.00096368557,0.0011077959,0.00084491645,0.0008539179,0.00056258816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009482327,0.06679679,0.8465596,0.00041832202,0.00011544994,0.0006011906,0.017575655,0.0002805066,0.008459885,0.0002456994,0.0012346251,0.04823004],"study_design_scores_gemma":[0.0017687865,0.1440931,0.8247565,0.00007982043,0.00010119746,0.0003361928,0.023190944,0.00057085766,0.0021541459,0.000106438856,0.0027963787,0.000045727294],"about_ca_topic_score_codex":0.0023906003,"about_ca_topic_score_gemma":0.004996779,"teacher_disagreement_score":0.007647936,"about_ca_system_score_codex":0.0008422835,"about_ca_system_score_gemma":0.0022670806,"threshold_uncertainty_score":0.04044664},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.059733081807546044,"score_gpt":0.3359558156806258,"score_spread":0.2762227338730798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400119560","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034823457,0.995615,0.00014643664,0.000107598666,0.000055447348,0.000076320204,0.00033485732,0.000009568413,0.00017246064],"genre_scores_gemma":[0.0980837,0.89940166,0.0007862815,0.00044038726,0.00014545694,0.00031160883,0.0005993892,0.000013564331,0.00021799699],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99664956,0.0013380391,0.0010677065,0.0004012462,0.00040311058,0.00014031718],"domain_scores_gemma":[0.990193,0.0073063998,0.0015017358,0.00019923055,0.00064024306,0.00015943963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00528837,0.0018208849,0.012511054,0.0043303343,0.0004723913,0.0019694264,0.001476975,0.0015515116,0.0040925974],"category_scores_gemma":[0.014127468,0.00092486833,0.01945995,0.00520271,0.00041379294,0.0010408538,0.0009825923,0.0011662068,0.0002524569],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022449729,0.00004206625,0.005703153,0.594891,0.3678251,0.00013574232,0.00008349732,0.000405428,0.0002506105,0.00014254451,0.0010942077,0.027181698],"study_design_scores_gemma":[0.0005347403,0.0002651722,0.0076512443,0.045264687,0.9421587,0.00015091343,0.00006286983,0.000185063,0.00014564727,0.0001722319,0.0033821485,0.000026517839],"about_ca_topic_score_codex":0.004866923,"about_ca_topic_score_gemma":0.012848656,"teacher_disagreement_score":0.012511054,"about_ca_system_score_codex":0.0014257358,"about_ca_system_score_gemma":0.0021946484,"threshold_uncertainty_score":0.02796793},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06525862241238749,"score_gpt":0.37560500010829706,"score_spread":0.31034637769590956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405107040","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010033585,0.9886154,0.0003084531,0.0051687,0.001314681,0.001232828,0.0009737157,0.000012624993,0.0013701996],"genre_scores_gemma":[0.014079907,0.97500587,0.0016138904,0.004848297,0.0007723062,0.0026937607,0.0006415236,0.00001267866,0.00033184668],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9726567,0.011191179,0.01019487,0.0010211963,0.0040903925,0.0008456621],"domain_scores_gemma":[0.86750054,0.092969835,0.017890602,0.0015518548,0.01829225,0.0017949098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0302988,0.0016111456,0.004139559,0.026872948,0.0013147935,0.005877003,0.001540237,0.003820128,0.012959499],"category_scores_gemma":[0.13455413,0.001128733,0.0061035957,0.017869063,0.0012540395,0.006086115,0.004520151,0.0026665463,0.001361584],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025448063,0.000025742278,0.0008738488,0.91115177,0.0020449879,0.0004085173,0.0012736184,0.00008844366,0.000259823,0.0010717887,0.015739774,0.066807196],"study_design_scores_gemma":[0.00008703363,0.000071470284,0.0017535688,0.94000685,0.0051545366,0.00043955896,0.0009703225,0.000031118503,0.000087971835,0.00045185772,0.05092158,0.000024132758],"about_ca_topic_score_codex":0.005837566,"about_ca_topic_score_gemma":0.01616742,"teacher_disagreement_score":0.0302988,"about_ca_system_score_codex":0.008313541,"about_ca_system_score_gemma":0.025908718,"threshold_uncertainty_score":0.16023725},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.032447559350547724,"score_gpt":0.31792240951415773,"score_spread":0.28547485016361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405503027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99217343,0.0018905039,0.0030620676,0.00028323045,0.000121792786,0.00015442063,0.00010282835,0.000056076555,0.0021556604],"genre_scores_gemma":[0.99735814,0.0004523715,0.0011616587,0.00013350681,0.0001309564,0.000040364517,0.00009007964,0.000012606191,0.00062042486],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99863297,0.00016704728,0.0002648675,0.00027354332,0.00033991403,0.00032169095],"domain_scores_gemma":[0.99725926,0.0006156084,0.0010870607,0.00045323168,0.0001615066,0.00042327144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006917854,0.0014378484,0.00088909216,0.0018966214,0.0018211553,0.0015713149,0.0011316943,0.0028908465,0.0031086477],"category_scores_gemma":[0.0025504879,0.000702933,0.0013245392,0.0011603849,0.0014025057,0.0010235469,0.0010433531,0.0017045853,0.00096192246],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016028491,0.0006806404,0.22026083,0.0001736258,0.00011472965,0.76579,0.0008124784,0.00017117965,0.0031395042,0.00042997618,0.00047696804,0.0077898325],"study_design_scores_gemma":[0.000009056702,0.00026662077,0.01745042,0.000018675602,0.000027781382,0.98065805,0.0002941327,0.0001111568,0.000578966,0.000040327723,0.0005334801,0.0000113254455],"about_ca_topic_score_codex":0.00064071687,"about_ca_topic_score_gemma":0.0013061273,"teacher_disagreement_score":0.0031086477,"about_ca_system_score_codex":0.00060397014,"about_ca_system_score_gemma":0.00091257505,"threshold_uncertainty_score":0.010399461},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06294231718889774,"score_gpt":0.3097962609271717,"score_spread":0.24685394373827396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405945136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926245,0.010351975,0.000647178,0.014186548,0.0006790567,0.000118485455,0.0099206995,0.000050526945,0.037800536],"genre_scores_gemma":[0.9919241,0.0037859112,0.00031988107,0.00076093967,0.00010358104,0.000028961154,0.0015008912,0.000014167514,0.0015615493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671245,0.00020102944,0.00009983371,0.00030343945,0.001660077,0.0010231603],"domain_scores_gemma":[0.9931242,0.00035336558,0.0011009725,0.00010980998,0.00251882,0.002792726],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021342319,0.0002687274,0.00029617304,0.0037645302,0.0054024197,0.0015050633,0.001244778,0.00047608433,0.0064896033],"category_scores_gemma":[0.0076748244,0.00021826703,0.00045159878,0.005466643,0.0015149903,0.0006013098,0.0021609634,0.0008818754,0.000298388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010208313,0.000029343082,0.9142676,0.00030214264,0.00005383832,0.00031535848,0.0068857153,0.00030950454,0.00029477835,0.0020377238,0.019092893,0.056308996],"study_design_scores_gemma":[0.0000044626836,0.00002053267,0.9782662,0.00024606555,0.000012197349,0.00022256325,0.004830095,0.00016458008,0.00006390491,0.00021530382,0.015929803,0.000024227085],"about_ca_topic_score_codex":0.9683478,"about_ca_topic_score_gemma":0.9805401,"teacher_disagreement_score":0.9978658,"about_ca_system_score_codex":0.02519521,"about_ca_system_score_gemma":0.06026797,"threshold_uncertainty_score":0.18280488},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Institutes of Health","keywords":"Appendage; Medicine; Cardiology; Anatomy","score_opus":0.27774076208977944,"score_gpt":0.42720120602771816,"score_spread":0.14946044393793873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407878661","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031104519,0.9642135,0.0020074735,0.027446251,0.0012119288,0.000023919316,0.000042955562,0.000020782534,0.0019227677],"genre_scores_gemma":[0.036484882,0.9376539,0.0053548245,0.00975593,0.009722345,0.000084919935,0.00010900296,0.000025193684,0.00080899824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777126,0.0008310545,0.0005071477,0.00025135564,0.00050364493,0.0001355242],"domain_scores_gemma":[0.98581785,0.010251537,0.0016546135,0.00027683136,0.0016422353,0.00035692647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053486796,0.00046165075,0.0014643136,0.0009421109,0.00052560464,0.002861557,0.00090847583,0.0024188936,0.0032275305],"category_scores_gemma":[0.012605943,0.00020243629,0.0014334257,0.0005325376,0.0013783914,0.0051316153,0.0009218275,0.0025327322,0.0010090306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033681677,0.00018723797,0.0056693587,0.012113406,0.00031639362,0.0006779283,0.0004118279,0.00041404544,0.001079003,0.008573566,0.015180037,0.9550404],"study_design_scores_gemma":[0.00037347828,0.0024933757,0.027375648,0.07092008,0.0026128471,0.018135535,0.0063493005,0.0028076423,0.0029681833,0.046049878,0.8196325,0.00028154353],"about_ca_topic_score_codex":0.0007565197,"about_ca_topic_score_gemma":0.0016184911,"teacher_disagreement_score":0.0053486796,"about_ca_system_score_codex":0.00061035954,"about_ca_system_score_gemma":0.002816139,"threshold_uncertainty_score":0.028286874},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Implant; Dental implant; Dentistry; Medicine; Surgery","score_opus":0.050047577991088055,"score_gpt":0.42584535679167024,"score_spread":0.3757977788005822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409544920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360608,0.0035353233,0.049736474,0.0002741926,0.0004657237,0.001202074,0.0010946658,0.00037285604,0.007257846],"genre_scores_gemma":[0.8796384,0.0041822502,0.09584319,0.00020948355,0.00009200226,0.0027853893,0.0025138087,0.00014379274,0.014591843],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992124,0.00009092119,0.00012106287,0.00015149522,0.00030999808,0.0001140405],"domain_scores_gemma":[0.9991726,0.000138952,0.00020734138,0.00022185544,0.0001393124,0.00011981541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355634,0.0012400735,0.00052116864,0.0011108593,0.00039722805,0.00067093177,0.0007720274,0.00086177676,0.0043524173],"category_scores_gemma":[0.0004671826,0.00071793055,0.0006135096,0.0003919151,0.00061360607,0.00066030934,0.0006556348,0.0016637731,0.0016410735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021496229,0.00037938813,0.00049954996,0.00008320789,0.000010397638,0.000085897176,0.000049394104,0.00011525937,0.99604297,0.00028430118,0.00009005407,0.002144639],"study_design_scores_gemma":[0.00013651892,0.012408786,0.006108326,0.00007360164,0.00014689329,0.0015349798,0.00013429156,0.0027182947,0.96331954,0.0003360481,0.013052382,0.000030314735],"about_ca_topic_score_codex":0.0005322488,"about_ca_topic_score_gemma":0.0013683263,"teacher_disagreement_score":0.0043524173,"about_ca_system_score_codex":0.00044378056,"about_ca_system_score_gemma":0.0005574482,"threshold_uncertainty_score":0.014560282},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Artificial liver; Computer science; Artificial intelligence; Medicine; Surgery; Liver failure","score_opus":0.06800311265644088,"score_gpt":0.3894422961242925,"score_spread":0.3214391834678516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413825175","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72207934,0.011728754,0.030287711,0.17569596,0.0013448283,0.00055802823,0.00038357,0.0011700774,0.056751765],"genre_scores_gemma":[0.96278435,0.0025811787,0.016054317,0.013554101,0.00050385704,0.00026342436,0.00014210638,0.00006271066,0.0040539503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911146,0.0069026635,0.00038321916,0.00034856965,0.00092262676,0.00032836496],"domain_scores_gemma":[0.91175103,0.07395709,0.004805692,0.0016199934,0.0027969307,0.0050693224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009841614,0.0003121917,0.00033552395,0.0006702994,0.0013194738,0.0031196317,0.0007672478,0.0019427597,0.007524655],"category_scores_gemma":[0.07820054,0.00015989743,0.0002327847,0.0004207581,0.0032849822,0.0036975648,0.0028421597,0.0014198418,0.0011924385],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014363442,0.00079625787,0.13473786,0.00778191,0.00015692665,0.0053861295,0.15410942,0.0012987445,0.0071917004,0.014865277,0.074683025,0.5975564],"study_design_scores_gemma":[0.00034554428,0.002974724,0.1439749,0.015360387,0.00034311524,0.033679444,0.250787,0.01709413,0.011227968,0.06617422,0.45741206,0.0006265681],"about_ca_topic_score_codex":0.00075032684,"about_ca_topic_score_gemma":0.0010814762,"teacher_disagreement_score":0.009841614,"about_ca_system_score_codex":0.0011650637,"about_ca_system_score_gemma":0.0025304938,"threshold_uncertainty_score":0.052048087},"labels":[],"label_agreement":null}]}