{"meta":{"query_hash":"81af35d48900","filters":{"venue":"World Journal of Surgery"},"cohort_total":368,"direct_labels_cover":0,"predictions_cover":368,"exported":368,"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/81af35d48900","api":"https://metacan.xera.ac/api/v1/cohort?venue=World+Journal+of+Surgery"},"results":[{"id":"W15573263","doi":"10.1007/s00268-004-7383-7","title":"Wetland Action Plan for British Columbia","year":2004,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Environmental Conservation and Management","field":"Environmental Science","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":"Wetland; Stewardship (theology); General partnership; Environmental planning; Action plan; Wetland conservation; Environmental resource management; Government (linguistics); Environmental stewardship; Work (physics); Legislature; Business; Agriculture; Environmental protection; Geography; Political science; Environmental science; Engineering; Ecology","score_opus":0.039955522207026195,"score_gpt":0.23002667032432078,"score_spread":0.19007114811729459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W15573263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99486,0.00004608738,0.001129364,0.00159096,0.00045307708,0.00010855444,0.0000036711192,0.000009035813,0.0017992806],"genre_scores_gemma":[0.99257296,0.00014564715,0.0011595119,0.0016606819,0.00008758176,0.000005062018,0.0000040544564,0.000009561915,0.004354943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993405,0.000013448887,0.00025406518,0.00007986743,0.0001917634,0.00012039518],"domain_scores_gemma":[0.999618,0.00006246829,0.00018646554,0.00005774277,0.0000044281537,0.00007087799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034817995,0.000042571613,0.00011544671,0.00003371369,0.00009600635,0.00008255019,0.00006683244,0.000015652298,0.0017374563],"category_scores_gemma":[0.000021734213,0.00005872811,0.000100185556,0.00010583115,0.000046743837,0.00024209575,0.000027277016,0.00006315468,0.00003367332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045323315,0.00016318899,0.49922475,0.000018942465,0.000031045784,0.000061258754,0.000034228895,0.00094452366,0.0033670838,0.0000146597595,0.46017638,0.035918627],"study_design_scores_gemma":[0.00037605676,0.000018649425,0.61434954,0.000044878747,0.000012277187,0.00004516656,0.000040611478,0.0000032221033,0.00016270664,0.0008153395,0.38405356,0.00007797425],"about_ca_topic_score_codex":0.0017083599,"about_ca_topic_score_gemma":0.037452966,"teacher_disagreement_score":0.11512483,"about_ca_system_score_codex":0.00016022485,"about_ca_system_score_gemma":0.000009025862,"threshold_uncertainty_score":0.9991751},"labels":[],"label_agreement":null},{"id":"W1963786493","doi":"10.1007/s00268-005-7915-9","title":"How to Appraise the Effectiveness of Treatment","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Vascular surgery; Abdominal surgery; Medicine; Cardiac surgery; Cardiothoracic surgery; General surgery; Surgery","score_opus":0.3221037846629969,"score_gpt":0.40412373149591935,"score_spread":0.08201994683292246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963786493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8783501,0.0063870144,0.0026146555,0.10782832,0.0014340611,0.0005140265,0.000059897848,0.000010878405,0.0028010646],"genre_scores_gemma":[0.9958004,0.0001660944,0.00077105867,0.0016551986,0.0007086198,0.000019461553,0.0000013758748,0.00001711834,0.0008606936],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964501,0.0005819915,0.0025030768,0.00015801522,0.000085019274,0.00022175263],"domain_scores_gemma":[0.9897666,0.007252839,0.0024321643,0.00029373553,0.000103381346,0.00015127577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026231922,0.00012576008,0.0010488766,0.0006130881,0.000077314,0.00005282911,0.00018189877,0.000036448437,0.00010261497],"category_scores_gemma":[0.0027547996,0.000104140556,0.0003263851,0.00030076288,0.000043285494,0.0003473154,0.00001844066,0.00010222727,0.0001420283],"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":[0.00081646733,0.00097712,0.72160065,0.0009216894,0.0011777845,0.000014641076,0.0036776913,0.0075920387,0.0001959746,0.0886968,0.15197106,0.02235806],"study_design_scores_gemma":[0.0007911653,0.00016190404,0.19685487,0.000389433,0.000023021958,0.00003697302,0.00041358412,0.00016328717,0.00037875285,0.0026278459,0.7978993,0.0002598587],"about_ca_topic_score_codex":0.000077206576,"about_ca_topic_score_gemma":0.00006770023,"teacher_disagreement_score":0.6459282,"about_ca_system_score_codex":0.00059936487,"about_ca_system_score_gemma":0.00019381089,"threshold_uncertainty_score":0.90915126},"labels":[],"label_agreement":null},{"id":"W1963861895","doi":"10.1007/s00268-009-0261-6","title":"Key Concepts for Estimating the Burden of Surgical Conditions and the Unmet Need for Surgical Care","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":156,"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 Toronto","funders":"","keywords":"Medicine; Public health; Health care; Population; Surgical procedures; Quality of life (healthcare); Intensive care medicine; Surgery; Nursing; Environmental health","score_opus":0.030043377212298203,"score_gpt":0.35124471387167555,"score_spread":0.32120133665937733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963861895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91637915,0.01212201,0.00033015787,0.06712054,0.001164475,0.0010939003,0.00010155222,0.000018254732,0.0016699566],"genre_scores_gemma":[0.996814,0.00020868557,0.0009900886,0.00063140097,0.001174114,0.000012639158,0.000016869824,0.000010035389,0.00014216916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824333,0.00013406319,0.00088543206,0.000103175036,0.00029988418,0.00033413322],"domain_scores_gemma":[0.99026656,0.008369786,0.0004978071,0.00014030754,0.0005063779,0.00021915422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022153223,0.00012812871,0.00077424047,0.00015861014,0.00022355965,0.00002049375,0.00007853836,0.00005683597,0.000035300436],"category_scores_gemma":[0.0006895144,0.00006643263,0.0005313599,0.00024549058,0.00027651925,0.000066996756,0.00001116805,0.00023516397,4.3862346e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.066502154,0.0009116503,0.05638948,0.0036099511,0.001459343,0.0020015864,0.014037192,0.0030294785,0.0002750267,0.10833389,0.5643251,0.17912512],"study_design_scores_gemma":[0.05153875,0.0012753734,0.024938362,0.004982043,0.0018800608,0.010216302,0.016502902,0.010438325,0.00047417593,0.012495455,0.86443466,0.00082358887],"about_ca_topic_score_codex":0.000017698918,"about_ca_topic_score_gemma":0.0000023715354,"teacher_disagreement_score":0.30010954,"about_ca_system_score_codex":0.000036539954,"about_ca_system_score_gemma":0.000306859,"threshold_uncertainty_score":0.27090442},"labels":[],"label_agreement":null},{"id":"W1964696543","doi":"10.1007/s00268-005-0608-6","title":"Factors Associated with Disease Survival after Surgical Resection in Chinese Patients with Hepatocellular Carcinoma","year":2006,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Vascular surgery; Abdominal surgery; Hazard ratio; Cardiothoracic surgery; Surgery; Multivariate analysis; Proportional hazards model; Univariate analysis; Internal medicine; Hepatectomy; Overall survival; Carcinoma; Resection; Cardiac surgery; Gastroenterology; Confidence interval","score_opus":0.05229337391085524,"score_gpt":0.22760551730160322,"score_spread":0.17531214339074797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964696543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983843,0.000778395,0.000003913307,0.00017825257,0.00017824135,0.00025930256,0.000015720168,0.000017100754,0.00018477904],"genre_scores_gemma":[0.9992337,0.00000965452,0.00000978161,0.00001633147,0.00019779567,0.000011941608,0.00014643109,0.000044713488,0.00032960152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781257,0.00020409477,0.00061725214,0.00021596857,0.0007887887,0.00036131465],"domain_scores_gemma":[0.99843544,0.0004097122,0.00035808876,0.00017111152,0.0003185304,0.00030709695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004681311,0.0002937017,0.0007311234,0.0007666139,0.000054858563,0.00003147344,0.00005115311,0.00006521481,0.00013890059],"category_scores_gemma":[0.00007818595,0.00016970707,0.0002972253,0.0009649386,0.00007198524,0.00022854177,0.000014422313,0.00033311162,0.0000019868128],"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":[0.0052938587,0.0010913376,0.9869996,0.0000377398,0.00013353692,0.0062251966,0.0000356748,0.0000045359848,0.00000490375,0.000002432796,0.00008548617,0.00008574875],"study_design_scores_gemma":[0.0035076304,0.00024562154,0.9950471,0.00042354126,0.00022584153,0.000012284191,0.000010918267,0.000057787598,0.000071483664,0.00001606668,0.00018474401,0.00019698426],"about_ca_topic_score_codex":0.000103813116,"about_ca_topic_score_gemma":0.00032385282,"teacher_disagreement_score":0.008047548,"about_ca_system_score_codex":0.00023932055,"about_ca_system_score_gemma":0.00022659035,"threshold_uncertainty_score":0.69204533},"labels":[],"label_agreement":null},{"id":"W1965175058","doi":"10.1007/s00268-007-9033-3","title":"An evidence‐based review of poorly differentiated thyroid cancer","year":2007,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Thyroid cancer; Anaplastic thyroid cancer; Radiation therapy; Disease; Vascular surgery; Cancer; External beam radiotherapy; Thyroid; Oncology; Surgery; Internal medicine; Radiology; Cardiac surgery; Prostate cancer","score_opus":0.22577532964410604,"score_gpt":0.44130423701271176,"score_spread":0.21552890736860572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965175058","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007528961,0.9976285,0.000008882677,0.00058587693,0.00094988104,0.0005891329,0.000048108544,0.000015037646,0.00009930611],"genre_scores_gemma":[0.00042630718,0.9973159,0.00010128568,0.0010057415,0.0007900576,0.000048935846,0.000054108867,0.00008387951,0.00017377229],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99513644,0.00035204462,0.0028236322,0.00031820944,0.0009787595,0.00039088543],"domain_scores_gemma":[0.9929554,0.0016238643,0.0036531377,0.0006054218,0.0007116321,0.00045056417],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018478229,0.0005527054,0.005703346,0.0013189334,0.000039432914,0.000020273872,0.00025644078,0.00015496198,0.0012785699],"category_scores_gemma":[0.00025058366,0.0003536724,0.002721367,0.0012495642,0.00008484086,0.00019676097,0.00002209244,0.00068568886,0.000010003846],"study_design_candidate":"design_other","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":[0.000104540784,0.0006113187,0.0020508033,0.1458189,0.0009869542,0.00048646485,0.0000041699277,2.9160944e-7,0.0000036943939,0.0000058781447,0.024170926,0.8257561],"study_design_scores_gemma":[0.00024769493,0.00015230918,0.0010055406,0.51364344,0.0053395666,0.000113086564,0.0000013436631,1.6542921e-7,0.000025303243,0.0000012496823,0.47930238,0.00016790273],"about_ca_topic_score_codex":0.00006181325,"about_ca_topic_score_gemma":0.000024164363,"teacher_disagreement_score":0.82558817,"about_ca_system_score_codex":0.00059219444,"about_ca_system_score_gemma":0.0026243422,"threshold_uncertainty_score":0.9998915},"labels":[],"label_agreement":null},{"id":"W1965232465","doi":"10.1007/s00268-010-0683-1","title":"Is Breast Cancer the Same Disease in Asian and Western Countries?","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":643,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Breast cancer; Medicine; Epidemiology; Incidence (geometry); Disease; Developed country; Cancer; Demography; Gynecology; Environmental health; Population; Pathology; Internal medicine","score_opus":0.04903849582206744,"score_gpt":0.32705917338288093,"score_spread":0.2780206775608135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965232465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93012077,0.0021300241,0.0000025137,0.06700185,0.00045499374,0.00004753183,0.000014317972,0.000003326963,0.00022466833],"genre_scores_gemma":[0.99236023,0.00064573705,0.000016012662,0.0059117363,0.0005859047,0.0000018869896,3.9261352e-7,0.0000078188295,0.00047024945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990963,0.00002234392,0.00030972066,0.000080887075,0.00031767203,0.00017307815],"domain_scores_gemma":[0.99921906,0.00013608603,0.00018035305,0.000121527024,0.00012463941,0.00021831668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057573774,0.00008249328,0.0002533592,0.00016681443,0.00004673393,0.000037274607,0.00006620329,0.000023578848,0.0003846762],"category_scores_gemma":[0.000057143294,0.00005107109,0.00009129505,0.00020652625,0.00009974117,0.00017720592,0.000018760567,0.00041763284,0.0000036739839],"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":[0.00042553776,0.00001666581,0.982342,0.000021636455,0.000021550837,0.0003446543,0.00016936705,0.0000014092898,0.00006711803,0.000023181317,0.0076811425,0.0088857245],"study_design_scores_gemma":[0.0002626294,0.0000071902728,0.9621845,0.0005118828,0.000051307357,0.0004367436,0.000079831174,0.000007835597,0.00002168156,0.0000680972,0.036313295,0.000055034277],"about_ca_topic_score_codex":0.00030622695,"about_ca_topic_score_gemma":0.0015011539,"teacher_disagreement_score":0.06223949,"about_ca_system_score_codex":0.000039854287,"about_ca_system_score_gemma":0.00033404276,"threshold_uncertainty_score":0.42119348},"labels":[],"label_agreement":null},{"id":"W1966245583","doi":"10.1007/s00268-014-2513-3","title":"ALPPS Offers a Better Chance of Complete Resection in Patients with Primarily Unresectable Liver Tumors Compared with Conventional‐Staged Hepatectomies: Results of a Multicenter Analysis","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":282,"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":"Universität Zürich","keywords":"Medicine; Hepatectomy; Interquartile range; Surgery; Clinical endpoint; Cardiothoracic surgery; Abdominal surgery; Retrospective cohort study; Ligation; Portal vein embolization; Resection; Randomized controlled trial","score_opus":0.05294928457946753,"score_gpt":0.22589486740482276,"score_spread":0.17294558282535522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966245583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895716,0.00010886272,0.00026982656,0.00016479708,0.000046854166,0.0003015933,0.000030603285,0.0000053717195,0.00011496367],"genre_scores_gemma":[0.99894214,0.000018455106,0.0007370216,0.00005689062,0.000036170964,0.000007016027,0.000091925234,0.00001885825,0.000091510825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758315,0.00032446065,0.0009863673,0.00019862135,0.00066777284,0.00023961041],"domain_scores_gemma":[0.9973488,0.00054205506,0.0011018747,0.00022768423,0.00066401955,0.00011555878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117084,0.00018596048,0.0010920895,0.0014711872,0.000037166814,0.000010971684,0.00007564522,0.000038083308,0.00007821584],"category_scores_gemma":[0.00009758351,0.00012898151,0.00031392198,0.0013080493,0.00013203136,0.00016625624,0.00001878679,0.00022687945,0.0000012480025],"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":[0.018928323,0.0007029349,0.97750485,0.00021461646,0.0013743384,0.000078361605,0.0002746636,0.000051915467,0.00037535676,0.000001461706,0.00014923303,0.0003439267],"study_design_scores_gemma":[0.009059254,0.00076091464,0.9821873,0.0012676396,0.00084270525,0.000006465067,0.000047441354,0.0014654857,0.004081281,0.0000024320143,0.00015514017,0.00012399071],"about_ca_topic_score_codex":0.00041629796,"about_ca_topic_score_gemma":0.00060630636,"teacher_disagreement_score":0.00986907,"about_ca_system_score_codex":0.000114362345,"about_ca_system_score_gemma":0.00010090599,"threshold_uncertainty_score":0.52597135},"labels":[],"label_agreement":null},{"id":"W1966316993","doi":"10.1007/s00268-014-2855-x","title":"Operative Procedures in the Elderly in Low‐Resource Settings: A Review of Médecins Sans Frontières Facilities","year":2014,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"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":"Medicine; Abdominal surgery; Vascular surgery; Population; Cardiothoracic surgery; Developing country; American society of anesthesiologists; Surgery; Cardiac surgery; General surgery; Environmental health","score_opus":0.03882159046369985,"score_gpt":0.34554703809686627,"score_spread":0.3067254476331664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966316993","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039826712,0.99486285,0.0000021591306,0.0019962506,0.00028695338,0.00089149794,0.000041265917,0.0000061163364,0.0015146191],"genre_scores_gemma":[0.0005994083,0.9953202,0.00004152449,0.0030667628,0.00035701145,0.000042421765,0.000025909127,0.00003258608,0.00051419734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930643,0.0013218129,0.0038825588,0.00027135364,0.0008596075,0.0006003972],"domain_scores_gemma":[0.9929099,0.004119466,0.0020410458,0.00040423963,0.00030205052,0.00022328505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007895564,0.0004754908,0.005742236,0.0014259905,0.00004747459,0.00002399999,0.00033500086,0.00018140487,0.00013029398],"category_scores_gemma":[0.003918612,0.00027132392,0.0013942713,0.0012980215,0.00013958466,0.00011928684,0.000036667803,0.001429347,0.00000895206],"study_design_candidate":"systematic_review","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":[0.000100714555,0.00023728504,0.0017224334,0.37189338,0.000109892426,0.00045604885,0.00044071555,0.0000010860867,5.130916e-8,0.0000297638,0.13067178,0.49433684],"study_design_scores_gemma":[0.00015447197,0.00006274948,0.00026597385,0.40303677,0.00016712587,0.00041212735,0.00021925407,2.8457302e-7,1.6199827e-7,0.000006939469,0.5955508,0.0001233663],"about_ca_topic_score_codex":0.000055053133,"about_ca_topic_score_gemma":0.00021225795,"teacher_disagreement_score":0.4942135,"about_ca_system_score_codex":0.00020673184,"about_ca_system_score_gemma":0.002766466,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W1967848251","doi":"10.1007/s00268-011-1407-x","title":"The Life of John Wishart (1850–1926): Study of an Academic Surgical Career Prior to the Flexner Report","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":6,"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 Hospital; Canadian Armed Forces; Western University; University of Toronto","funders":"","keywords":"Wishart distribution; Asepsis; Biography; Medicine; Classics; Law; History; Political science; Surgery","score_opus":0.09824772498457396,"score_gpt":0.35737574758115814,"score_spread":0.2591280225965842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967848251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770834,0.006661385,0.0000059248146,0.012579516,0.0019838684,0.00032163915,0.0000014946731,0.000009670249,0.0013530958],"genre_scores_gemma":[0.9949157,0.0001498492,0.000057175323,0.0008008228,0.002061908,0.000005968476,9.671761e-7,0.000029684832,0.001977917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99504393,0.0006442555,0.0018787557,0.00015371718,0.0018832048,0.0003961315],"domain_scores_gemma":[0.99327457,0.0031287386,0.0015726985,0.00063272915,0.00055475533,0.00083652115],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014064843,0.00016991526,0.000844985,0.0003243061,0.00016129614,0.000009510549,0.00035125684,0.000097730925,0.00031453194],"category_scores_gemma":[0.008415043,0.00008958342,0.00029579134,0.00056622934,0.00024155345,0.00036408097,0.00008406562,0.0014271827,0.000019338015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049428213,0.003156911,0.46578732,0.00013319628,0.0010756033,0.0029763435,0.008076538,0.000035462006,0.0013690077,0.000033936103,0.4720019,0.040410936],"study_design_scores_gemma":[0.00090995216,0.0002769222,0.220959,0.0002893876,0.00054572104,0.0030755769,0.0030540659,0.0000040037626,0.00021247468,0.0000035642197,0.77054936,0.00011999224],"about_ca_topic_score_codex":0.000043451808,"about_ca_topic_score_gemma":0.000036265672,"teacher_disagreement_score":0.29854745,"about_ca_system_score_codex":0.000084099585,"about_ca_system_score_gemma":0.00064145576,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W1968323491","doi":"10.1007/s00268-009-0180-6","title":"Current Patterns of Prehospital Trauma Care in Kampala, Uganda and the Feasibility of a Lay‐First‐Responder Training Program","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hellman Family Foundation; Hellman Foundation","keywords":"Medicine; First responder; Training (meteorology); Vascular surgery; Cardiac surgery; Abdominal surgery; Medical emergency; Trauma care; Cardiothoracic surgery; Emergency medicine; Surgery; Geography","score_opus":0.0742918006739543,"score_gpt":0.342670141534777,"score_spread":0.2683783408608227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968323491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797354,0.018265877,0.000005347169,0.0010676129,0.00030123055,0.00027612396,0.000008361251,0.0000063864254,0.00033371587],"genre_scores_gemma":[0.9987816,0.0009800835,0.00006066566,0.000026601425,0.00012280607,0.0000041736484,0.000001424123,0.0000075899634,0.000015019364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983307,0.00009130668,0.00089570915,0.00012149494,0.0003554343,0.00020535752],"domain_scores_gemma":[0.99883705,0.00031616044,0.00038697274,0.00012487828,0.00025383098,0.00008110969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078589487,0.00013829496,0.0007823187,0.0003046564,0.0000385579,0.000006113164,0.00006711532,0.000030076688,0.0000283994],"category_scores_gemma":[0.00021322002,0.00008533071,0.00035361596,0.00030003305,0.00014529408,0.00007898158,0.000015327241,0.00030038907,9.695302e-8],"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":[0.0013832912,0.00027583158,0.7178016,0.00025537633,0.0000681987,0.00002716129,0.012325431,0.0000056922117,0.000022918395,0.000026105005,0.00015066253,0.26765776],"study_design_scores_gemma":[0.002175478,0.0003575802,0.9903336,0.001203266,0.00010279202,0.000041397598,0.0044329995,0.0000033103142,0.00012004853,0.000079141,0.0010744327,0.000075931894],"about_ca_topic_score_codex":0.000028654897,"about_ca_topic_score_gemma":0.00028612162,"teacher_disagreement_score":0.27253205,"about_ca_system_score_codex":0.000041660645,"about_ca_system_score_gemma":0.000113617985,"threshold_uncertainty_score":0.34796852},"labels":[],"label_agreement":null},{"id":"W1971611106","doi":"10.1007/s00268-014-2544-9","title":"Injury, Disability and Access to Care in Rwanda: Results of a Nationwide Cross‐Sectional Population Study","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":46,"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 British Columbia","funders":"Saudi Ophthalmological Society","keywords":"Medicine; Population; Epidemiology; Cross-sectional study; Injury prevention; Environmental health; Health care; Public health; Occupational safety and health; Poison control; Nursing","score_opus":0.04214850720552743,"score_gpt":0.3787191780964179,"score_spread":0.3365706708908905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971611106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979519,0.00013028625,0.000007816193,0.0008583728,0.0005866388,0.00021935857,0.000014040124,0.0000048644615,0.00022668557],"genre_scores_gemma":[0.9994362,0.0000137443,0.000046861605,0.00022468226,0.0002337944,0.0000032007965,0.000008454437,0.0000062755003,0.000026813059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793094,0.00016684277,0.0011335363,0.0001450425,0.00044825906,0.00017536759],"domain_scores_gemma":[0.9981208,0.0007471616,0.00037180667,0.00012885267,0.00041406215,0.00021735799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028479444,0.00008761175,0.00045323497,0.0004745071,0.00005531382,0.000025917636,0.000048743244,0.00003844716,0.000013498064],"category_scores_gemma":[0.0019228529,0.00007302907,0.000095303825,0.0005140735,0.000044354245,0.00021341223,0.000031684256,0.00019172471,6.306063e-7],"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":[0.0037338093,0.00024679955,0.9832629,0.00011132426,0.000011099911,0.000008990788,0.00017754352,0.000052003954,0.000010569873,0.000008612895,0.00055160274,0.011824735],"study_design_scores_gemma":[0.00096061296,0.00017589492,0.9974065,0.00018915499,0.000011439819,0.000019063851,0.00009169243,0.000009657537,0.000031491392,0.00008037097,0.0009710088,0.00005311953],"about_ca_topic_score_codex":0.00050792797,"about_ca_topic_score_gemma":0.0014408719,"teacher_disagreement_score":0.014143585,"about_ca_system_score_codex":0.0001488338,"about_ca_system_score_gemma":0.00014122111,"threshold_uncertainty_score":0.2978039},"labels":[],"label_agreement":null},{"id":"W1974342576","doi":"10.1007/s00268-006-0688-y","title":"Intraperitoneal Polypropylene Mesh Hernia Repair Complicates Subsequent Abdominal Surgery","year":2006,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Abdominal surgery; Medicine; Cardiac surgery; Vascular surgery; Cardiothoracic surgery; Surgery; Hernia; Hernia repair; General surgery","score_opus":0.031311394567425675,"score_gpt":0.2623296041699255,"score_spread":0.23101820960249983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974342576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790283,0.0048221587,0.00034327022,0.008282308,0.0012382062,0.00026628328,0.000005707853,0.00019200219,0.005821805],"genre_scores_gemma":[0.99320674,0.0004494887,0.0013169384,0.00095787155,0.0013306225,0.000009272046,0.000015390378,0.000050130577,0.0026635572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969227,0.00013512248,0.0014443641,0.00025921522,0.00072742417,0.00051119266],"domain_scores_gemma":[0.99781823,0.0006286028,0.00060625054,0.00035084176,0.00028451163,0.00031154297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018509463,0.00027479974,0.0010688578,0.00085568434,0.00010074452,0.00004188935,0.000109863104,0.00007053097,0.0005120064],"category_scores_gemma":[0.00011506159,0.00022354657,0.0011340406,0.00049975613,0.00013515909,0.00017989796,0.000047722246,0.0003936505,0.000048301725],"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":[0.0018720038,0.0011968581,0.5311015,0.00040935315,0.00063292094,0.0053753057,0.00005955651,0.00003634541,0.008073508,0.0005034359,0.42620495,0.024534233],"study_design_scores_gemma":[0.0012105841,0.00014620258,0.54866624,0.0010057866,0.0005548965,0.0031899684,0.00013769175,0.0002160888,0.005299155,0.0003457043,0.4386821,0.00054558367],"about_ca_topic_score_codex":0.00012512665,"about_ca_topic_score_gemma":0.00007354679,"teacher_disagreement_score":0.02398865,"about_ca_system_score_codex":0.00017989129,"about_ca_system_score_gemma":0.0003354859,"threshold_uncertainty_score":0.9115964},"labels":[],"label_agreement":null},{"id":"W1974814191","doi":"10.1007/s00268-006-0847-1","title":"An Evidence‐based Approach to Familial Nonmedullary Thyroid Cancer: Screening, Clinical Management, and Follow‐up","year":2007,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":127,"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 Northern British Columbia","funders":"","keywords":"Medicine; Thyroid cancer; Disease; Penetrance; Intensive care medicine; Oncology; Thyroid nodules; Cancer; Thyroid; Internal medicine; Genetics; Gene; Phenotype","score_opus":0.2914540865169461,"score_gpt":0.44689445678184786,"score_spread":0.15544037026490176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974814191","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003481386,0.9956416,0.00047758466,0.00028096518,0.0017710105,0.00096724305,0.000031081334,0.000025279563,0.00045710788],"genre_scores_gemma":[0.00049479515,0.9899398,0.0047178785,0.0012721912,0.0024795812,0.000102221034,0.00003711289,0.00010658442,0.00084980926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99499583,0.00037138007,0.0024473544,0.00066900195,0.0009467928,0.0005696555],"domain_scores_gemma":[0.9950993,0.0015487414,0.0014484074,0.0006256853,0.0002055123,0.0010723205],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003420468,0.00063842064,0.0040284153,0.0016311936,0.00010691513,0.000078873505,0.0002968436,0.00025105488,0.000065731976],"category_scores_gemma":[0.00013083256,0.00046292035,0.0018698578,0.00095840875,0.0001224793,0.00023104396,0.00008543243,0.0009416412,0.000009629714],"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":[0.0005560851,0.00065899873,0.020688083,0.005284322,0.0014734417,0.001139717,0.000013022564,0.0000056467698,1.2163731e-7,0.000011114916,0.04534562,0.9248238],"study_design_scores_gemma":[0.0013208253,0.00041179283,0.007773276,0.06155204,0.0054186196,0.00030244677,0.000024617655,0.000004402645,0.0000012402693,0.0000022488816,0.92278564,0.0004028715],"about_ca_topic_score_codex":0.00005403056,"about_ca_topic_score_gemma":0.000025671641,"teacher_disagreement_score":0.92442095,"about_ca_system_score_codex":0.00036627555,"about_ca_system_score_gemma":0.0008450768,"threshold_uncertainty_score":0.99978226},"labels":[],"label_agreement":null},{"id":"W1974835133","doi":"10.1007/s00268-006-0422-9","title":"Postoperative Complications in Obese and Non‐obese Patients","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cardiac surgery; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Obesity; Surgery; Internal medicine; General surgery","score_opus":0.027779627444761947,"score_gpt":0.2877535514380099,"score_spread":0.259973923993248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974835133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994432,0.0007295244,0.000045315966,0.0025287364,0.00037765782,0.00009019813,0.0000016519224,0.0000048803718,0.001790068],"genre_scores_gemma":[0.99760896,0.00018306238,0.0003277641,0.0014427903,0.00010128323,8.72191e-7,0.0000035777957,0.000009763468,0.00032191808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879766,0.000040089908,0.00065334194,0.00009434238,0.00021628728,0.00019826074],"domain_scores_gemma":[0.9980729,0.0011674154,0.0002310167,0.00010766924,0.00023727975,0.00018367662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011811348,0.00009914447,0.00041649592,0.0008276066,0.000049531278,0.000012008878,0.00003898195,0.000038650753,0.000063169784],"category_scores_gemma":[0.00035829208,0.000076780445,0.0001253117,0.0005608589,0.000050081115,0.00016293417,0.0000194058,0.00028401092,0.000007555042],"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":[0.00024528842,0.0002499712,0.9793021,0.000015790698,0.00003006542,0.000226513,0.00028028843,0.000001005817,0.00011771094,0.00004157796,0.0034034145,0.016086249],"study_design_scores_gemma":[0.0006895475,0.000030132336,0.9941958,0.00022358859,0.000025747133,0.00010330969,0.00013082038,0.0000036360227,0.00019858743,0.00006824498,0.004256975,0.00007361644],"about_ca_topic_score_codex":0.000018979603,"about_ca_topic_score_gemma":0.000060509265,"teacher_disagreement_score":0.016012631,"about_ca_system_score_codex":0.0000648383,"about_ca_system_score_gemma":0.00010849022,"threshold_uncertainty_score":0.31310156},"labels":[],"label_agreement":null},{"id":"W1975983275","doi":"10.1007/s00268-003-7173-7","title":"Ethics Curricula in Surgery: Needs and Approaches","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Ethics in medical practice","field":"Health Professions","cited_by":13,"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":"Curriculum; Medicine; Vascular surgery; Medical ethics; Medical education; Cardiothoracic surgery; Psychological intervention; Ethical issues; Nursing; Engineering ethics; Cardiac surgery; Surgery; Psychology; Pedagogy; Engineering","score_opus":0.35800929116640773,"score_gpt":0.46132698646168424,"score_spread":0.10331769529527651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975983275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82714784,0.014802944,0.0008447282,0.08429521,0.009009194,0.0004125237,0.0000032607775,0.00004871564,0.063435584],"genre_scores_gemma":[0.9906241,0.0026989453,0.00091288675,0.00459165,0.00038941373,0.0000071936884,9.433637e-7,0.0000287871,0.000746053],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887383,0.008403811,0.0014665369,0.00013961313,0.0007617005,0.0004900352],"domain_scores_gemma":[0.8867022,0.11150523,0.00101288,0.00019251289,0.00028876856,0.00029843743],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05985123,0.00015425366,0.0006763582,0.0011599215,0.00046144208,0.000016102043,0.00011456757,0.00038418095,0.0003274209],"category_scores_gemma":[0.07185752,0.00012550718,0.00014784974,0.0011784042,0.00026197243,0.00036035516,0.00004917013,0.01167872,0.000025360308],"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":[0.00007061568,0.00015089884,0.90606123,0.00042106063,0.000040215196,0.00021349966,0.0037952838,0.00000783935,0.000013455061,0.032236107,0.052318595,0.004671222],"study_design_scores_gemma":[0.0011729012,0.00003123326,0.1594319,0.007280304,0.00014464592,0.000418966,0.028575966,0.000045341618,0.00006485497,0.06905667,0.7330303,0.00074691145],"about_ca_topic_score_codex":0.000047067882,"about_ca_topic_score_gemma":0.00014889485,"teacher_disagreement_score":0.7466293,"about_ca_system_score_codex":0.000115993615,"about_ca_system_score_gemma":0.0014323012,"threshold_uncertainty_score":0.99060136},"labels":[],"label_agreement":null},{"id":"W1975994810","doi":"10.1007/s00268-007-9243-8","title":"Ethics of Surgical Training in Developing Countries","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":42,"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":"Harm; Competence (human resources); Medicine; Developing country; Ethical issues; Vascular surgery; Medical education; Nursing; Engineering ethics; Cardiac surgery; Psychology; Surgery","score_opus":0.10074783677242029,"score_gpt":0.3714804466778682,"score_spread":0.27073260990544795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975994810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977946,0.003214912,0.00023124414,0.013633849,0.001070827,0.00005956074,0.0000014102078,0.000008401863,0.0038338192],"genre_scores_gemma":[0.9941448,0.0025461628,0.0008521919,0.002002394,0.00031066252,2.6641348e-7,0.0000013474723,0.000010666718,0.00013150982],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974221,0.00008996681,0.0013830448,0.00008197577,0.0005761121,0.0004468155],"domain_scores_gemma":[0.99450004,0.0043309405,0.00046354832,0.0000819339,0.00037165626,0.00025188955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010744885,0.00010243281,0.00074792944,0.0009399549,0.00003952834,0.0000055546257,0.0000478317,0.00011144252,0.00006149179],"category_scores_gemma":[0.0007349401,0.00008523224,0.00020164327,0.0007100062,0.00009498411,0.00009452296,0.000011784645,0.0007211584,0.0000026342602],"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":[0.002247559,0.00008640259,0.9567999,0.00061623694,0.000052947882,0.006760964,0.0018708728,0.0000074536283,0.000040011593,0.0073591713,0.0040229205,0.020135554],"study_design_scores_gemma":[0.0011332658,0.00005381163,0.39504433,0.0039263126,0.000031040006,0.0024883444,0.000996911,0.0000046139007,0.00082490774,0.00040254404,0.5949198,0.00017414535],"about_ca_topic_score_codex":0.000023627954,"about_ca_topic_score_gemma":0.00010449205,"teacher_disagreement_score":0.59089684,"about_ca_system_score_codex":0.00013640871,"about_ca_system_score_gemma":0.0022599162,"threshold_uncertainty_score":0.40089944},"labels":[],"label_agreement":null},{"id":"W1977483924","doi":"10.1007/s00268-012-1771-1","title":"Guidelines for Perioperative Care for Pancreaticoduodenectomy: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":471,"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":"Medicine; Perioperative; Protocol (science); Pancreaticoduodenectomy; Vascular surgery; Evidence-based medicine; Randomized controlled trial; Abdominal surgery; MEDLINE; Evidence-based practice; Cardiothoracic surgery; Intensive care medicine; Surgery; General surgery; Cardiac surgery; Alternative medicine","score_opus":0.1235019000746652,"score_gpt":0.400795106893434,"score_spread":0.2772932068187688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977483924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93941313,0.017537404,0.021001067,0.018035423,0.0014949891,0.0014585414,0.00020092924,0.000041353716,0.00081714493],"genre_scores_gemma":[0.90286094,0.0060439687,0.072607055,0.003910846,0.0051848805,0.00066817406,0.00020019495,0.00010309538,0.008420861],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970771,0.000169011,0.0014281148,0.00022707619,0.00037584617,0.00072285667],"domain_scores_gemma":[0.9890836,0.006844637,0.000507487,0.0002634768,0.0028998754,0.00040090753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030106278,0.00027966508,0.0016760937,0.0004558416,0.00028057714,0.00004343449,0.0000941209,0.00015331029,0.0005889549],"category_scores_gemma":[0.0036667609,0.00021748946,0.001359693,0.00036357954,0.000119243196,0.00047388158,0.000033884393,0.00032932239,0.000011122124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060557905,0.0005759426,0.44692454,0.0010230003,0.0017151976,0.000020578616,0.0060693384,0.00004232473,0.0015641367,0.000052924595,0.47912335,0.05683287],"study_design_scores_gemma":[0.007565839,0.0011107274,0.08952664,0.005247611,0.0036764955,0.00055913115,0.022768192,0.0014544104,0.008963088,0.0003426452,0.8573986,0.0013865693],"about_ca_topic_score_codex":0.000013079744,"about_ca_topic_score_gemma":0.000014840681,"teacher_disagreement_score":0.37827528,"about_ca_system_score_codex":0.0004040809,"about_ca_system_score_gemma":0.0014526448,"threshold_uncertainty_score":0.88689625},"labels":[],"label_agreement":null},{"id":"W1977985042","doi":"10.1007/s00268-009-0050-2","title":"Impact of Obesity and Bariatric Surgery on Survival","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":45,"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","funders":"","keywords":"Medicine; Weight loss; Obesity; Abdominal surgery; Surgery; Vascular surgery; Cardiothoracic surgery; Cardiac surgery; General surgery; Internal medicine","score_opus":0.038806309681096544,"score_gpt":0.29529703531690893,"score_spread":0.2564907256358124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977985042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950849,0.0017430353,0.000016202644,0.0011498332,0.0009677921,0.00006279346,0.0000038527796,0.000014362232,0.0009572243],"genre_scores_gemma":[0.9978052,0.0009151412,0.00007140344,0.00027399787,0.0006457386,2.1348768e-7,0.0000024087126,0.000014427259,0.00027151054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779594,0.00017208622,0.0010515243,0.00015263252,0.00051273697,0.0003150973],"domain_scores_gemma":[0.99417496,0.004286232,0.0007478086,0.00022469606,0.00024101097,0.0003253011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025896505,0.00021523712,0.0013854877,0.0015261028,0.000056253033,0.000017208014,0.00006170977,0.00008518089,0.000229278],"category_scores_gemma":[0.0009961622,0.0001522337,0.0011248459,0.0009630827,0.00005254089,0.00018235618,0.000014023132,0.00039635444,0.0000048435895],"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":[0.0011243394,0.0004208447,0.9598294,0.00003742251,0.00019865052,0.00039081648,0.000029374336,0.000008319445,0.00020930325,0.00008237838,0.01422126,0.023447888],"study_design_scores_gemma":[0.0004185703,0.0001706589,0.9975699,0.00021234358,0.00017191614,0.00038020662,0.0000120522855,0.0000035111989,0.00023500442,0.00020357966,0.00048851647,0.00013369553],"about_ca_topic_score_codex":0.000027186637,"about_ca_topic_score_gemma":0.0000019275756,"teacher_disagreement_score":0.037740543,"about_ca_system_score_codex":0.00008661041,"about_ca_system_score_gemma":0.0005119052,"threshold_uncertainty_score":0.620791},"labels":[],"label_agreement":null},{"id":"W1979108445","doi":"10.1007/s00268-014-2899-y","title":"Can Focused Trauma Education Initiatives Reduce Mortality or Improve Resource Utilization in a Low‐Resource Setting?","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; Norges Idrettshøgskole","keywords":"Medicine; Glasgow Coma Scale; Emergency medicine; Psychological intervention; Mortality rate; Injury Severity Score; Vascular surgery; Cardiac surgery; Poison control; Injury prevention; Surgery; Nursing","score_opus":0.06272884110541538,"score_gpt":0.3317657476030128,"score_spread":0.26903690649759743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979108445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808571,0.0011106913,0.00004822817,0.0037620594,0.0006989069,0.0001695464,0.000005175646,0.00002416908,0.013324123],"genre_scores_gemma":[0.99727464,0.00012098247,0.0001453839,0.00066991145,0.0008188723,0.000009166971,0.000013686165,0.000027196584,0.0009201464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979548,0.00024312372,0.0009354918,0.00019730812,0.00038811873,0.00028120104],"domain_scores_gemma":[0.9983407,0.00047116136,0.000549427,0.00020481806,0.00026956914,0.00016432269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012823544,0.00018433624,0.0005718884,0.0006506892,0.000088387314,0.000017989001,0.00008054359,0.000058792273,0.000110397275],"category_scores_gemma":[0.001158269,0.00014361786,0.00021350749,0.00069143495,0.00008140197,0.00016476578,0.00001982667,0.00034113452,0.000002395483],"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":[0.001223957,0.0007956783,0.41814733,0.00048553405,0.00024230337,0.00007715291,0.0052563283,0.000032998574,0.0011169472,0.00012231384,0.03998624,0.5325132],"study_design_scores_gemma":[0.00090300513,0.00013524057,0.9453551,0.0014124678,0.00013978175,0.00006625271,0.0026471238,0.00004575713,0.0030718176,0.00016782744,0.045840807,0.00021478535],"about_ca_topic_score_codex":0.00006661254,"about_ca_topic_score_gemma":0.0004265035,"teacher_disagreement_score":0.53229845,"about_ca_system_score_codex":0.00013759531,"about_ca_system_score_gemma":0.00047318064,"threshold_uncertainty_score":0.5856566},"labels":[],"label_agreement":null},{"id":"W1980459707","doi":"10.1007/s00268-013-2069-7","title":"Extended Lymphadenectomy in Gastric Cancer Is Crucial","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Abdominal surgery; Medicine; Vascular surgery; Cardiothoracic surgery; Cardiac surgery; Cancer; Lymphadenectomy; General surgery; Surgery; Internal medicine","score_opus":0.03372347323080238,"score_gpt":0.2891559546911653,"score_spread":0.2554324814603629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980459707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805027,0.0035474792,0.000031536416,0.011712708,0.0012075462,0.00017446226,0.0000010588695,0.0000125734,0.0028099408],"genre_scores_gemma":[0.98972464,0.0011883538,0.00022766489,0.002342259,0.0007937492,0.0000107657825,6.3650657e-7,0.0000160023,0.005695915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860865,0.000027963964,0.00059934764,0.00011016928,0.00037464997,0.00027922925],"domain_scores_gemma":[0.99914396,0.00015079927,0.000303489,0.000117023235,0.00013910318,0.00014564718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003279515,0.00012162865,0.0005112244,0.0012018197,0.00002340611,0.000030179266,0.000082318504,0.000028300683,0.0039511845],"category_scores_gemma":[0.00006539896,0.00009594726,0.00025436154,0.0008830126,0.000028699105,0.00023141054,0.000026999309,0.00018021878,0.000035891237],"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":[0.000107411186,0.00007647785,0.7593388,0.000038622766,0.00008021356,0.00021700391,0.000059480295,0.0000041611142,0.00016813197,0.000009927076,0.14186805,0.0980317],"study_design_scores_gemma":[0.0011733274,0.000023622992,0.97536904,0.0002894241,0.000073058116,0.000094262796,0.00006698927,0.000018754661,0.00016881769,0.0001203662,0.022516415,0.000085915686],"about_ca_topic_score_codex":0.00027945274,"about_ca_topic_score_gemma":0.000048439913,"teacher_disagreement_score":0.21603023,"about_ca_system_score_codex":0.00020465867,"about_ca_system_score_gemma":0.0002351607,"threshold_uncertainty_score":0.9969593},"labels":[],"label_agreement":null},{"id":"W1981274987","doi":"10.1007/s00268-003-7331-y","title":"International Federation of Surgical Colleges and International Society of Surgery","year":2004,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Medicine; General surgery; Surgery","score_opus":0.043336864787666275,"score_gpt":0.3151959814877695,"score_spread":0.2718591167001032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981274987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97823155,0.0013540416,0.00009913805,0.016043609,0.002083795,0.00007250139,0.000021301305,0.000007978092,0.0020860839],"genre_scores_gemma":[0.99271333,0.005139056,0.00079130876,0.00037569154,0.00053653953,0.0000012100661,0.000019304201,0.000010346918,0.00041321854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978124,0.000040179948,0.0012379305,0.000117324686,0.00059410423,0.00019805157],"domain_scores_gemma":[0.9972216,0.0010061518,0.0007906008,0.00008607223,0.0006880493,0.00020752546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001585556,0.00012083542,0.0006805343,0.0004914243,0.000045659177,0.000015704009,0.00006417952,0.000073738134,0.00014618368],"category_scores_gemma":[0.00024226164,0.0001028428,0.00052400044,0.0002893558,0.00013004098,0.00021256357,0.000029947727,0.00021606447,0.0000012545104],"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":[0.0021324966,0.00069454685,0.88713086,0.00036401948,0.000514106,0.00031304258,0.0001738313,0.00006964261,0.001255001,0.0009887138,0.09128751,0.015076255],"study_design_scores_gemma":[0.0059069856,0.00018849959,0.69929296,0.004391407,0.00020947683,0.005561302,0.0007921823,0.0001980292,0.0082879085,0.0016161222,0.27307606,0.00047911043],"about_ca_topic_score_codex":0.00002994668,"about_ca_topic_score_gemma":0.0000051520396,"teacher_disagreement_score":0.18783791,"about_ca_system_score_codex":0.00013184368,"about_ca_system_score_gemma":0.00076360925,"threshold_uncertainty_score":0.41938078},"labels":[],"label_agreement":null},{"id":"W1981455840","doi":"10.1007/s00268-009-0021-7","title":"Responding to Trust: Surgeons’ Perspective on Informed Consent","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"University of Toronto","keywords":"Vascular surgery; Cardiothoracic surgery; Perspective (graphical); Abdominal surgery; Informed consent; Cardiac surgery; Medicine; General surgery; Surgery; Alternative medicine; Pathology; Computer science","score_opus":0.29216231349055194,"score_gpt":0.46309255682377204,"score_spread":0.1709302433332201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981455840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7744896,0.00225011,0.000034194058,0.15551196,0.0046755364,0.0010024923,0.000021639113,0.000104077706,0.061910428],"genre_scores_gemma":[0.9824224,0.000298098,0.00048585254,0.012813807,0.00030255754,0.00001650519,0.0000026690402,0.000019980316,0.0036381045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959809,0.0011014632,0.0016111527,0.00016276409,0.00057113776,0.0005725506],"domain_scores_gemma":[0.982873,0.013829304,0.0011929418,0.0005463162,0.001081754,0.00047663314],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015266631,0.00018233266,0.0005698647,0.003177868,0.0006614541,0.000016261063,0.00032220324,0.000096661555,0.00037017404],"category_scores_gemma":[0.008512775,0.00015934317,0.00023507785,0.0016287712,0.000043137137,0.0002401478,0.00006595507,0.0012152975,0.000213378],"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":[0.004566475,0.00031529582,0.4571415,0.00018850647,0.000106084,0.00015416175,0.03696502,0.00010231218,0.00022317315,0.040957112,0.4493789,0.0099014435],"study_design_scores_gemma":[0.0014287228,0.00045999477,0.5634345,0.0075900014,0.000040919633,0.000052992385,0.05499535,0.0000147126975,0.00018277747,0.004703863,0.36654922,0.00054694706],"about_ca_topic_score_codex":0.000095838346,"about_ca_topic_score_gemma":0.00026639597,"teacher_disagreement_score":0.20793286,"about_ca_system_score_codex":0.0015443928,"about_ca_system_score_gemma":0.0030772318,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W1982569721","doi":"10.1007/s00268-011-1125-4","title":"Rwandan Surgical and Anesthesia Infrastructure: A Survey of District Hospitals","year":2011,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":118,"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","funders":"Canadian Anesthesiologists' Society; United States Agency for International Development","keywords":"Medicine; Referral; Specialty; Health care; Medical emergency; Developing country; Population; Family medicine; Environmental health","score_opus":0.03612835034185989,"score_gpt":0.2742434314310037,"score_spread":0.2381150810891438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982569721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939559,0.004481034,0.000007681994,0.00028550514,0.00026022334,0.00006987732,0.000007756974,0.0000072980347,0.0009247283],"genre_scores_gemma":[0.9984966,0.0009123948,0.00017785066,0.00015838907,0.00010439385,5.9097067e-7,0.0000058294763,0.000013555471,0.00013042732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803454,0.0001787863,0.0009654228,0.0001192553,0.0003796173,0.00032236232],"domain_scores_gemma":[0.99752,0.0008563972,0.00057270296,0.00015554183,0.00039554966,0.0004997759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022730215,0.00014852628,0.0008912126,0.00040539977,0.00003859634,0.000007917832,0.00006216179,0.0000743872,0.00027248994],"category_scores_gemma":[0.00045185088,0.000108461696,0.00021660038,0.0005221063,0.00014972025,0.00008874877,0.000016685697,0.00027945143,0.0000021818573],"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":[0.001252525,0.00009477017,0.96986526,0.000109144385,0.0000516533,0.0018186969,0.00006713066,1.3980362e-7,0.000009674367,0.00007011261,0.013136079,0.01352483],"study_design_scores_gemma":[0.0004883675,0.00012168505,0.9884646,0.00023800749,0.000046364017,0.0036336062,0.000022857712,0.000001560533,0.000104571314,0.00010762707,0.0066803615,0.00009039563],"about_ca_topic_score_codex":0.00022762627,"about_ca_topic_score_gemma":0.00001866154,"teacher_disagreement_score":0.018599352,"about_ca_system_score_codex":0.00003352453,"about_ca_system_score_gemma":0.00039854107,"threshold_uncertainty_score":0.44229394},"labels":[],"label_agreement":null},{"id":"W1982875515","doi":"10.1007/s00268-004-7603-1","title":"<sup>131</sup>I‐Meta‐iodobenzylguanidine in the Management of Metastatic Midgut Carcinoid Tumors","year":2004,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Octreotide; Neuroendocrine tumors; Carcinoid tumors; Radionuclide therapy; Chemotherapy; Carcinoid syndrome; Cancer; Internal medicine; Radiology; Oncology; Somatostatin","score_opus":0.07528210130471774,"score_gpt":0.3291548312004576,"score_spread":0.25387272989573983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982875515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98368174,0.0069632763,0.00003260877,0.007527347,0.00012340708,0.00039412762,0.0000055666737,0.000010711819,0.0012612293],"genre_scores_gemma":[0.996282,0.0010700775,0.0015095465,0.00048797988,0.00011527887,0.000015001336,0.0000023846549,0.000030844065,0.0004868947],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9966428,0.000233144,0.0011758059,0.00019128359,0.0012587429,0.00049821724],"domain_scores_gemma":[0.9980816,0.0006484704,0.00049806194,0.00038732679,0.00019409828,0.00019040883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016711473,0.00022793138,0.0010474887,0.0011762119,0.000045459612,0.00002218195,0.00031384805,0.0000049781556,0.00021004652],"category_scores_gemma":[0.00019825982,0.00013979898,0.0005733509,0.0013063529,0.00014531455,0.00024147851,0.00006756563,0.00059316435,0.000012288309],"study_design_candidate":"case_report","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":[0.0077742436,0.009253104,0.17209826,0.010345902,0.014285638,0.6762038,0.0030490316,0.03196412,0.008281992,0.009077323,0.029727878,0.02793871],"study_design_scores_gemma":[0.033336114,0.004419079,0.57565504,0.014835584,0.01676046,0.10447138,0.025433326,0.00023897497,0.09945458,0.025493316,0.09744977,0.0024523735],"about_ca_topic_score_codex":0.00006361117,"about_ca_topic_score_gemma":0.00003346849,"teacher_disagreement_score":0.5717324,"about_ca_system_score_codex":0.00011505847,"about_ca_system_score_gemma":0.00021355326,"threshold_uncertainty_score":0.57008374},"labels":[],"label_agreement":null},{"id":"W1983467978","doi":"10.1007/s00268-007-9179-z","title":"An Update: The Operative Experience in Adrenal, Pancreatic, and Other Less Common Endocrine Diseases of U.S. General Surgery Residents","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":29,"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","funders":"","keywords":"Medicine; Endocrine surgery; Endocrine system; Abdominal surgery; Vascular surgery; General surgery; Cardiothoracic surgery; Cardiac surgery; Adrenalectomy; Surgery; Internal medicine; Hormone; Thyroid","score_opus":0.0725696288435836,"score_gpt":0.3673998348291848,"score_spread":0.2948302059856012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983467978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99714935,0.0020406265,0.00001977407,0.00031940316,0.00013858803,0.00006903039,0.000005506116,0.0000056384993,0.00025206932],"genre_scores_gemma":[0.99865276,0.00025483046,0.000054231492,0.0007528241,0.00019618019,0.0000015636983,0.000005086514,0.000012916202,0.00006959928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836695,0.00016954307,0.00079719996,0.00010825322,0.00035035113,0.00020767741],"domain_scores_gemma":[0.9974532,0.0018005483,0.0003125494,0.00013880717,0.00010142993,0.00019345531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010786343,0.0001140786,0.0005767481,0.00037907186,0.000055488807,0.000023342509,0.00006376321,0.000021661388,0.0002924202],"category_scores_gemma":[0.00019328544,0.00007128878,0.00012838568,0.00037679196,0.00016200249,0.00019004483,0.000017818562,0.00018316634,5.3537735e-7],"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":[0.00091522303,0.00016129093,0.97957224,0.000015838434,0.00004174288,0.00054357015,0.00047422273,0.00006662579,0.00016143495,0.00008162239,0.0002133355,0.017752828],"study_design_scores_gemma":[0.00074155215,0.000023450923,0.99422866,0.00036959987,0.000037543818,0.00013682955,0.0008468066,0.000083654464,0.0020908336,0.00004209442,0.0013183212,0.00008065071],"about_ca_topic_score_codex":0.00021788252,"about_ca_topic_score_gemma":0.00021732094,"teacher_disagreement_score":0.017672177,"about_ca_system_score_codex":0.000027631095,"about_ca_system_score_gemma":0.00007896696,"threshold_uncertainty_score":0.3201796},"labels":[],"label_agreement":null},{"id":"W1984242781","doi":"10.1007/s00268-012-1787-6","title":"Guidelines for Perioperative Care in Elective Rectal/Pelvic Surgery: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2176,"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","funders":"European Society for Clinical Nutrition and Metabolism","keywords":"Medicine; Colorectal surgery; Vascular surgery; Perioperative; Randomized controlled trial; Protocol (science); Abdominal surgery; Critical appraisal; Cardiothoracic surgery; MEDLINE; Cardiac surgery; Clinical trial; Evidence-based medicine; Intensive care medicine; General surgery; Clinical nutrition; Surgery; Alternative medicine; Internal medicine; Pathology","score_opus":0.05477869681984504,"score_gpt":0.3294833034264593,"score_spread":0.2747046066066143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984242781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96749926,0.018691208,0.0021427874,0.0054695983,0.004718324,0.000811996,0.00010759127,0.000083027044,0.00047620817],"genre_scores_gemma":[0.9775006,0.0072053852,0.005821668,0.003585137,0.003304758,0.00032039682,0.00017111449,0.0001853054,0.0019056108],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936765,0.0005482379,0.003156697,0.00055928034,0.0007159771,0.0013433447],"domain_scores_gemma":[0.9841907,0.01069568,0.0013004896,0.0004974407,0.0027624737,0.0005532348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052919057,0.000680209,0.0025530113,0.002035355,0.00021603535,0.00009661714,0.00014895207,0.00030445293,0.0005416778],"category_scores_gemma":[0.0049151555,0.0006118976,0.0028877156,0.0019512178,0.00014370872,0.0019014154,0.00007183711,0.0010152707,0.000025888621],"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":[0.009163891,0.0010082457,0.4852882,0.0008774859,0.001218462,0.00017603634,0.0071676765,0.000314524,0.0041283206,0.000008106303,0.36756912,0.12307993],"study_design_scores_gemma":[0.005946978,0.0008137281,0.33368605,0.025805268,0.0018490558,0.0022393398,0.024513151,0.00040922262,0.11900775,0.00031737128,0.47968736,0.0057247276],"about_ca_topic_score_codex":0.000028931554,"about_ca_topic_score_gemma":0.00009543606,"teacher_disagreement_score":0.15160216,"about_ca_system_score_codex":0.0011658971,"about_ca_system_score_gemma":0.0018858756,"threshold_uncertainty_score":0.99963325},"labels":[],"label_agreement":null},{"id":"W1985616190","doi":"10.1007/s00268-005-7860-7","title":"Dopamine‐secreting Pheochromocytomas: In Search of a Syndrome","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Pheochromocytoma; Asymptomatic; Dopamine; Medicine; Epinephrine; Catecholamine; Norepinephrine; Normetanephrine; Vascular surgery; Internal medicine; Cardiac surgery","score_opus":0.03669120026264834,"score_gpt":0.2889139370370076,"score_spread":0.25222273677435925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985616190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949513,0.0019393913,0.000024766307,0.0013180143,0.00013666194,0.000053425225,0.0000013119782,0.0000061736537,0.0015689306],"genre_scores_gemma":[0.99810684,0.000046084046,0.0005151208,0.00011630775,0.00034982295,6.525046e-7,0.0000014847153,0.000014005674,0.0008496936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833155,0.00007344123,0.00083014736,0.0000900473,0.0004287521,0.0002460901],"domain_scores_gemma":[0.9987611,0.0005117055,0.00031629982,0.00011635371,0.00014387142,0.00015066695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013697497,0.00010323928,0.00060327107,0.00090517954,0.000019847288,0.0000056673107,0.0000753311,0.000033256114,0.0004716024],"category_scores_gemma":[0.00017997438,0.00008083635,0.00023346707,0.000696297,0.00006692464,0.00012676799,0.000023550776,0.00038986283,0.00001665724],"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":[0.0029869047,0.0015734131,0.76983386,0.0009412642,0.0003918037,0.1390385,0.0016173554,0.00096034823,0.007856387,0.00028988457,0.0065072225,0.06800306],"study_design_scores_gemma":[0.00289666,0.00034143685,0.8386072,0.0058433767,0.00012311664,0.124525405,0.0005309147,0.00032526135,0.022158388,0.00009955606,0.0042188363,0.0003298291],"about_ca_topic_score_codex":0.000017354,"about_ca_topic_score_gemma":0.000021894686,"teacher_disagreement_score":0.068773374,"about_ca_system_score_codex":0.00008102957,"about_ca_system_score_gemma":0.00026049558,"threshold_uncertainty_score":0.51637155},"labels":[],"label_agreement":null},{"id":"W1985664724","doi":"10.1007/s00268-004-6953-z","title":"Role of Fine‐needle Aspiration Biopsy and Frozen Section in the Management of Papillary Thyroid Carcinoma Subtypes","year":2004,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Fine-needle aspiration; False positive paradox; Biopsy; Thyroid carcinoma; Thyroid cancer; Radiology; Pathology; Cancer; Thyroid; Internal medicine","score_opus":0.017798929697831926,"score_gpt":0.23779795420193547,"score_spread":0.21999902450410355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985664724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983408,0.014831239,0.000007204299,0.0008698662,0.00011375644,0.000112886126,0.0000022697375,0.0000020001094,0.00065282936],"genre_scores_gemma":[0.99836177,0.0012398604,0.00019792924,0.00005589187,0.00010572793,0.0000046678033,0.0000027777971,0.000006525629,0.000024857032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991697,0.00003136609,0.00041436942,0.000070830545,0.0002271012,0.0000866228],"domain_scores_gemma":[0.9994169,0.000079881414,0.0002991685,0.00010600326,0.00006541657,0.00003263926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039338102,0.00007589869,0.00027435226,0.00027396006,0.000019960331,0.0000059312642,0.000034357156,0.000022376567,0.000016039668],"category_scores_gemma":[0.000007045902,0.00004957108,0.00010509832,0.00027719507,0.000030547977,0.000073265,0.000010844579,0.000089090245,4.5381174e-7],"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":[0.00044961507,0.00066662044,0.96311027,0.00023807088,0.00027667626,0.00024063917,0.0008071287,0.00018135898,0.009681021,0.00051371416,0.0005471924,0.023287678],"study_design_scores_gemma":[0.0011207942,0.00023383465,0.98728067,0.0005055548,0.00015049172,0.0001240335,0.0005967051,0.0000026688479,0.009158871,0.00040130864,0.00038173745,0.00004333455],"about_ca_topic_score_codex":0.0001380332,"about_ca_topic_score_gemma":0.000068661444,"teacher_disagreement_score":0.02417038,"about_ca_system_score_codex":0.00006663569,"about_ca_system_score_gemma":0.00005138305,"threshold_uncertainty_score":0.20214501},"labels":[],"label_agreement":null},{"id":"W1986423456","doi":"10.1007/s00268-007-9143-y","title":"Objective Assessment of Technical Performance","year":2007,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":101,"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":"Abdominal surgery; Vascular surgery; Cardiac surgery; Cardiothoracic surgery; Medicine; Surgery","score_opus":0.17110190885749382,"score_gpt":0.43857255386694244,"score_spread":0.2674706450094486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986423456","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019726582,0.97125185,0.000065628505,0.00002167375,0.00047901893,0.00015496314,0.0000020437978,0.000011381448,0.027816197],"genre_scores_gemma":[0.024034403,0.9746052,0.0005025668,0.000052344345,0.0004292706,0.0000018587657,0.000007080316,0.000027369297,0.00033989426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973276,0.00008972328,0.0016629718,0.00012030542,0.0006015715,0.0001978182],"domain_scores_gemma":[0.99557614,0.0023395948,0.0014641769,0.00015675007,0.00028566679,0.00017768507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022606906,0.00020614611,0.00250813,0.0011755108,0.00002766394,0.0000069057483,0.00008222607,0.00014497335,0.00039664772],"category_scores_gemma":[0.0002072652,0.00013770278,0.0012554456,0.0008687968,0.000077870114,0.000066393535,0.000024481207,0.0009711649,0.000004888549],"study_design_candidate":"design_other","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":[0.000046769157,0.00012398859,0.003997211,0.0035077156,0.00022517268,0.00020825437,0.000004352108,0.0000031786624,2.3223733e-7,0.000042523436,0.00021582926,0.9916248],"study_design_scores_gemma":[0.00036652444,0.000061023864,0.009692532,0.031546947,0.0006344608,0.00065244705,0.000006367621,0.0000051593097,0.000001323507,0.0000032320427,0.95691293,0.00011707422],"about_ca_topic_score_codex":5.833358e-7,"about_ca_topic_score_gemma":5.712124e-7,"teacher_disagreement_score":0.9915077,"about_ca_system_score_codex":0.00022340093,"about_ca_system_score_gemma":0.00088615494,"threshold_uncertainty_score":0.56153566},"labels":[],"label_agreement":null},{"id":"W1989198905","doi":"10.1007/s00268-003-7085-6","title":"Challenges of Teaching Surgery: Ethical Framework","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Secrecy; Medicine; Cardiac surgery; Patient safety; Medical education; Interventional radiology; Process (computing); Patient care; Nursing; Medical emergency; Surgery; Health care; Computer science","score_opus":0.0779730514971534,"score_gpt":0.3657729422944454,"score_spread":0.287799890797292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989198905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87324023,0.00778549,0.0029650463,0.09021224,0.006058241,0.00013176264,7.543649e-7,0.000030779112,0.01957548],"genre_scores_gemma":[0.98492634,0.00074566447,0.011365959,0.002138602,0.00064954296,0.0000016691596,0.0000013312588,0.00002040149,0.00015046999],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761546,0.0002943253,0.0010840391,0.00010938109,0.00068433967,0.00021243494],"domain_scores_gemma":[0.99521834,0.0032406938,0.0006940599,0.00024270678,0.00049197726,0.00011220591],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008097117,0.00011123052,0.00065558247,0.00096529245,0.000060233586,0.000007761825,0.00006667906,0.00020716211,0.00032754915],"category_scores_gemma":[0.023913303,0.00009132267,0.00028068174,0.00057235244,0.00012011221,0.00008524636,0.000009097447,0.0021798038,0.000006837122],"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":[0.00025301575,0.001204133,0.2124571,0.0007012664,0.00040012682,0.00023192335,0.0015669273,0.000007545802,0.0006799612,0.17401297,0.22050168,0.38798335],"study_design_scores_gemma":[0.0009463507,0.00019991562,0.289205,0.014907212,0.0004901439,0.003126627,0.003908297,0.00002677267,0.0062052486,0.041146357,0.6391576,0.0006804814],"about_ca_topic_score_codex":0.0000019456445,"about_ca_topic_score_gemma":8.816459e-7,"teacher_disagreement_score":0.4186559,"about_ca_system_score_codex":0.00008085021,"about_ca_system_score_gemma":0.00058947864,"threshold_uncertainty_score":0.98430866},"labels":[],"label_agreement":null},{"id":"W1991614433","doi":"10.1007/s00268-014-2566-3","title":"Tragic Knowledge: Truth Telling and the Maintenance of Hope in Surgery","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Dilemma; Harm; Truth telling; Autonomy; Medicine; Psychology; Law; Epistemology; Philosophy; Social psychology; Psychoanalysis; Political science","score_opus":0.11132847339802901,"score_gpt":0.3584693493914669,"score_spread":0.2471408759934379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991614433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698389,0.025239367,0.00020948269,0.0013010771,0.00062671094,0.000058976475,0.0000012444384,0.00000370674,0.0027205015],"genre_scores_gemma":[0.99042934,0.00867927,0.00020420918,0.00013058083,0.00028297794,9.4712215e-7,6.5519873e-7,0.00001162944,0.0002603763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848765,0.00019331485,0.0008468243,0.000087203276,0.00020769441,0.00017733952],"domain_scores_gemma":[0.99167943,0.0073132627,0.00055231183,0.00012961616,0.0002441152,0.000081244834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032731101,0.00010872344,0.00094557373,0.0004942832,0.000019210574,0.0000059333,0.00006225152,0.000034535176,0.000028692119],"category_scores_gemma":[0.002104976,0.00006463607,0.00028239342,0.0004328713,0.00023497874,0.000075876414,0.000015211513,0.00025776433,0.0000014082381],"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":[0.0019470752,0.0002112157,0.905574,0.00056501717,0.00018078275,0.00011648861,0.0022213461,0.00002827563,0.00055841607,0.0010274529,0.009302892,0.07826702],"study_design_scores_gemma":[0.010129251,0.00024607423,0.6376963,0.047834676,0.0006714174,0.00051060255,0.003721754,0.0009838052,0.024708446,0.005396489,0.26735222,0.00074893306],"about_ca_topic_score_codex":0.00001971698,"about_ca_topic_score_gemma":0.000021026963,"teacher_disagreement_score":0.2678777,"about_ca_system_score_codex":0.000025190435,"about_ca_system_score_gemma":0.00013334298,"threshold_uncertainty_score":0.26357827},"labels":[],"label_agreement":null},{"id":"W1993001203","doi":"10.1007/s00268-013-1903-2","title":"Liberian Surgical and Anesthesia Infrastructure: A Survey of County Hospitals","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa; University of British Columbia","funders":"","keywords":"Medicine; Specialty; Population; Health care; Medical emergency; Government (linguistics); Emergency medicine; Family medicine; Environmental health","score_opus":0.017388759414236905,"score_gpt":0.26439212715693294,"score_spread":0.24700336774269605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993001203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927939,0.0044449447,0.0000028487184,0.0019729154,0.00030740633,0.00012041264,0.0000062363965,0.000007977704,0.0003433647],"genre_scores_gemma":[0.9980204,0.00087829033,0.00015217457,0.0005368329,0.00016985906,0.0000015215187,0.0000069634557,0.000015993264,0.00021792522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789673,0.00018169642,0.0010146725,0.00012012661,0.00043225667,0.00035453876],"domain_scores_gemma":[0.99686605,0.0012136311,0.00057116355,0.00016245636,0.00063499424,0.0005517003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033849,0.00015456523,0.0009428045,0.00038145992,0.000038372047,0.000022546395,0.000059394737,0.00008561913,0.00044037434],"category_scores_gemma":[0.0004127159,0.00011331599,0.00018473802,0.00049043103,0.00014028302,0.00019356524,0.000016155915,0.0002829886,0.000006884924],"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":[0.00036832175,0.000059637696,0.9308972,0.00012367261,0.000045331304,0.00057125994,0.000025471856,8.324739e-7,0.00004431402,0.000035049,0.057178386,0.010650518],"study_design_scores_gemma":[0.00045976564,0.000072979106,0.98136485,0.00026924204,0.000027561757,0.00306758,0.000020805897,0.0000072908456,0.000048825204,0.00014543638,0.014421911,0.00009375499],"about_ca_topic_score_codex":0.00034847925,"about_ca_topic_score_gemma":0.000014292971,"teacher_disagreement_score":0.05046764,"about_ca_system_score_codex":0.000040665484,"about_ca_system_score_gemma":0.0004685294,"threshold_uncertainty_score":0.48217902},"labels":[],"label_agreement":null},{"id":"W1993606148","doi":"10.1007/s00268-008-9635-4","title":"Oncoplastic Breast Surgery: A Global Perspective on Practice, Availability, and Training","year":2008,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":43,"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; Cardiothoracic surgery; General surgery; Cardiac surgery; Specialty; Oncoplastic Surgery; Breast surgery; Vascular surgery; Plastic surgery; Perspective (graphical); Mammoplasty; Surgery; Breast cancer; Family medicine; Internal medicine","score_opus":0.05636304044289877,"score_gpt":0.30059413184477934,"score_spread":0.24423109140188057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993606148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874017,0.0007071551,0.000025078487,0.0049692933,0.0013095485,0.00007210319,0.000014855105,0.000021273061,0.005478942],"genre_scores_gemma":[0.99824023,0.00021744259,0.0002925726,0.0002116657,0.00084117247,7.863389e-7,0.0000018494295,0.000012270544,0.00018199149],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9985199,0.00012398996,0.00054993376,0.00016678404,0.00039541558,0.00024395593],"domain_scores_gemma":[0.99658173,0.0021466606,0.00048609616,0.00009900143,0.0004103055,0.0002762305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009395677,0.00015717927,0.00064634834,0.00043074047,0.00012334967,0.000018688039,0.000029726281,0.00006151826,0.00011251904],"category_scores_gemma":[0.0005446986,0.00012147692,0.00025774882,0.00043396186,0.00021913912,0.00029499445,0.000013011838,0.0003826564,0.000014794668],"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":[0.0058442377,0.000553317,0.70013034,0.0000748676,0.0005526678,0.004202816,0.0008457279,0.0000051722122,0.000058326812,0.0005059301,0.021541368,0.26568523],"study_design_scores_gemma":[0.0004920549,0.00006382658,0.3438281,0.00047358806,0.00013797241,0.65208817,0.0011045542,0.00000629703,0.000015563928,0.0001512859,0.0015257623,0.00011282457],"about_ca_topic_score_codex":0.000037042384,"about_ca_topic_score_gemma":0.000017411274,"teacher_disagreement_score":0.6478853,"about_ca_system_score_codex":0.00032676614,"about_ca_system_score_gemma":0.0007836956,"threshold_uncertainty_score":0.4953685},"labels":[],"label_agreement":null},{"id":"W1995687334","doi":"10.1007/s00268-013-2053-2","title":"Pretraining Experience and Structure of Surgical Training at a Sub‐Saharan African University","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"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; Workforce; Intervention (counseling); Institutional review board; Perioperative; Health care; Cross-sectional study; Family medicine; Medical education; Nursing; Surgery","score_opus":0.034245812282495625,"score_gpt":0.25971230590243327,"score_spread":0.22546649361993765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995687334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996769,0.0010608084,0.00000537457,0.0008355657,0.0002436916,0.000078492274,0.0000060968837,0.000008208047,0.0009927454],"genre_scores_gemma":[0.9988192,0.0004844456,0.0002245966,0.00013121535,0.00012371138,1.7566566e-7,0.0000016400888,0.000008477288,0.00020654908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986185,0.000083234154,0.00050452177,0.00012396679,0.0003294839,0.00034033268],"domain_scores_gemma":[0.9982445,0.0005820971,0.00037840285,0.00010447566,0.00019033323,0.00050017174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040974765,0.00011734917,0.00061717053,0.00038659552,0.00008091652,0.000008321275,0.000055919885,0.000059565387,0.00039709735],"category_scores_gemma":[0.00012640757,0.00009694508,0.00017485315,0.0004137453,0.00017347914,0.00018860643,0.000029337994,0.00026648666,0.0000012571104],"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":[0.001942801,0.00010007642,0.8923702,0.00032181753,0.00012687148,0.0021348104,0.005657229,0.0000058028854,0.01396123,0.00012871795,0.01252355,0.07072687],"study_design_scores_gemma":[0.001968898,0.00018540931,0.92635983,0.0013096491,0.00010098958,0.0051655667,0.004893099,0.00009756421,0.0023558117,0.00012352895,0.057119887,0.00031975098],"about_ca_topic_score_codex":0.000038337428,"about_ca_topic_score_gemma":0.000011842913,"teacher_disagreement_score":0.070407115,"about_ca_system_score_codex":0.00008278995,"about_ca_system_score_gemma":0.00024344347,"threshold_uncertainty_score":0.43479377},"labels":[],"label_agreement":null},{"id":"W1998354644","doi":"10.1007/s00268-009-0150-z","title":"Breast Cancer Care in Developing Countries","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":127,"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":"Breast cancer; Medicine; Developing country; Excellence; Health care; Public health; Cancer; Disease; Developed country; Incidence (geometry); Family medicine; Global health; Economic growth; Nursing; Population; Environmental health; Internal medicine; Political science","score_opus":0.06285301632107418,"score_gpt":0.3368046569467003,"score_spread":0.27395164062562616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998354644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516033,0.019521985,0.000038177874,0.026260272,0.000503929,0.0000569261,0.0000049238906,0.000010828218,0.0019996418],"genre_scores_gemma":[0.9920304,0.0024388847,0.00032490396,0.0046776677,0.00040615155,6.540855e-7,8.779216e-7,0.000005303375,0.00011517892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895316,0.000019241681,0.00042373827,0.000073229516,0.00032862963,0.00020201415],"domain_scores_gemma":[0.9992679,0.00007554723,0.00018817263,0.000065391054,0.00031416534,0.00008885827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003437227,0.00008423612,0.0003588092,0.00037794976,0.000033713248,0.000018099618,0.000052624357,0.00002769978,0.00011629558],"category_scores_gemma":[0.000026831958,0.00006830577,0.00010991573,0.0004206161,0.000022321805,0.00019347019,0.000006588037,0.00019462472,0.0000032274713],"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":[0.00067521184,0.000013275914,0.9189241,0.000046609217,0.000023301487,0.0009779453,0.00036309153,0.000043708806,0.00005047281,0.00022406172,0.010662956,0.0679953],"study_design_scores_gemma":[0.00035881568,0.000025093832,0.9422525,0.0026385628,0.000027734008,0.0010880476,0.00033245535,0.0000019953573,0.00028429113,0.00005174282,0.052846067,0.000092655464],"about_ca_topic_score_codex":0.00007442386,"about_ca_topic_score_gemma":0.00027163248,"teacher_disagreement_score":0.06790265,"about_ca_system_score_codex":0.00035607812,"about_ca_system_score_gemma":0.00075191486,"threshold_uncertainty_score":0.27854285},"labels":[],"label_agreement":null},{"id":"W2001038732","doi":"10.1007/s00268-015-2972-1","title":"Development, Organisation and Implementation of a Surgical Skills ‘Boot Camp’: SIMweek","year":2015,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":35,"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","funders":"National Institute for Health and Care Research","keywords":"Internship; Boot camp; Medical education; Graduation (instrument); Medicine; Computer science","score_opus":0.11093422407731957,"score_gpt":0.3998553125645624,"score_spread":0.28892108848724285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001038732","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00740274,0.99123657,0.000013747546,0.00006614344,0.00035112293,0.0002789605,0.000007140862,0.000012768535,0.0006308047],"genre_scores_gemma":[0.008690118,0.990099,0.00049866777,0.000034036235,0.0003241643,0.0000032168696,0.00008347731,0.000037121423,0.00023021128],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972227,0.0001437489,0.0017577227,0.0001439665,0.00055184495,0.00017999513],"domain_scores_gemma":[0.99671227,0.0010782891,0.0015426261,0.000094672396,0.00030413046,0.00026802698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018104078,0.00022506292,0.0019222056,0.0007858665,0.000037102614,0.000019127734,0.000040393945,0.00010596997,0.0007271291],"category_scores_gemma":[0.00009687641,0.0001630105,0.00036128645,0.00046636962,0.000047848116,0.000103632934,0.000027142385,0.00031153212,0.0000108030545],"study_design_candidate":"design_other","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":[0.000038183844,0.00007277031,0.0034644424,0.0018168725,0.0002614452,0.00023555888,0.000250668,3.8366295e-7,2.6548054e-7,0.000025846726,0.00043617343,0.9933974],"study_design_scores_gemma":[0.0011632169,0.000026400472,0.0013203094,0.00543404,0.00051500555,0.0007483143,0.00013718047,5.0127096e-7,0.000005678053,0.0000130894305,0.9904954,0.0001408922],"about_ca_topic_score_codex":0.0000026695513,"about_ca_topic_score_gemma":0.000006909543,"teacher_disagreement_score":0.9932565,"about_ca_system_score_codex":0.00015916818,"about_ca_system_score_gemma":0.0013973811,"threshold_uncertainty_score":0.79615533},"labels":[],"label_agreement":null},{"id":"W2001252852","doi":"10.1007/s00268-002-6376-7","title":"One Hundred Citation Classics in General Surgical Journals","year":2002,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":391,"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":"University of Washington; University of Pennsylvania","keywords":"Medicine; Specialty; Citation; Vascular surgery; Science Citation Index; Impact factor; Cardiothoracic surgery; Citation analysis; Library science; Surgery; Cardiac surgery; Family medicine; Political science","score_opus":0.394992041950198,"score_gpt":0.430467744507035,"score_spread":0.03547570255683702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001252852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9168021,0.006611068,0.00006706707,0.072131954,0.0005437826,0.00013470871,0.0000015092147,0.000009289007,0.0036985062],"genre_scores_gemma":[0.98414683,0.008169822,0.00052946404,0.0036692529,0.0016444969,0.000001758038,0.0000021766887,0.000018204619,0.0018180212],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964575,0.00024620246,0.0011139777,0.00009893433,0.0013415535,0.000741798],"domain_scores_gemma":[0.9943237,0.0013752767,0.00034410582,0.00011799647,0.00034968424,0.0034892433],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004911239,0.00009208828,0.0006401153,0.001356583,0.00004510412,0.00002961429,0.000069799586,0.000086510445,0.0013625891],"category_scores_gemma":[0.012913397,0.000082953644,0.00022540551,0.0009963737,0.000077165794,0.00022123649,0.0000131769975,0.0010531566,0.00004282617],"study_design_candidate":"design_other","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":[0.0010313541,0.0009856619,0.07970495,0.00018391665,0.00008337972,0.0069000595,0.00025511032,0.000012729814,0.001168321,0.0000969085,0.15749551,0.7520821],"study_design_scores_gemma":[0.0073205438,0.00064774614,0.5801729,0.0042085606,0.00008224291,0.0032749113,0.00009778467,0.00095030817,0.0006046809,0.0007281105,0.40160146,0.00031075146],"about_ca_topic_score_codex":0.000011212808,"about_ca_topic_score_gemma":0.000014251964,"teacher_disagreement_score":0.75177133,"about_ca_system_score_codex":0.00028719858,"about_ca_system_score_gemma":0.0013076776,"threshold_uncertainty_score":0.9995503},"labels":[],"label_agreement":null},{"id":"W2002441710","doi":"10.1007/s00268-009-9995-4","title":"Intraabdominal Hypertension and the Abdominal Compartment Syndrome in Burn Patients","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Abdominal compartment syndrome; Medicine; Resuscitation; Intensive care medicine; Multiple organ dysfunction syndrome; Compartment Syndromes; Polytrauma; Abdominal surgery; Laparotomy; Surgery; Abdomen; Anesthesia; Sepsis","score_opus":0.02786440161453887,"score_gpt":0.24831397862698498,"score_spread":0.2204495770124461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002441710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875465,0.0011587065,0.000033821016,0.010466292,0.00018390523,0.00015886297,8.022852e-7,0.0000049245937,0.00044620538],"genre_scores_gemma":[0.9979717,0.0002559037,0.00018858713,0.0013746521,0.000093981136,0.000003090512,0.0000024027947,0.000006278836,0.00010341933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853057,0.00011627214,0.0007275358,0.000112653586,0.00031337136,0.00019961385],"domain_scores_gemma":[0.9984363,0.0007768619,0.0003306469,0.00014919834,0.00016142229,0.00014562307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010219084,0.00012745813,0.0006425325,0.00038286732,0.000088735615,0.00001946645,0.000067396286,0.00002887956,0.000043128734],"category_scores_gemma":[0.0001492011,0.00007727713,0.00020195113,0.00035252204,0.00013500838,0.00011880191,0.000016460303,0.0003157527,0.0000063441857],"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":[0.020284517,0.0032413926,0.6695316,0.000074413045,0.0002458186,0.003192735,0.00045282705,0.000034522003,0.0011609015,0.0027672919,0.018177127,0.28083688],"study_design_scores_gemma":[0.0020577053,0.00014286506,0.9898659,0.00042249425,0.000119237404,0.0034607074,0.000075270545,0.00008799881,0.00010255687,0.0010122481,0.0025556812,0.00009736037],"about_ca_topic_score_codex":0.000006644116,"about_ca_topic_score_gemma":0.0000031143452,"teacher_disagreement_score":0.32033432,"about_ca_system_score_codex":0.00005570045,"about_ca_system_score_gemma":0.00007042751,"threshold_uncertainty_score":0.315127},"labels":[],"label_agreement":null},{"id":"W2003023691","doi":"10.1007/s00268-014-2761-2","title":"Laparoscopic Peritoneal Dialysis Catheter Insertion Using Nitrous Oxide under Procedural Sedation","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Dialysis and Renal Disease Management","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":"University Health Network; Ottawa Hospital; Toronto Western Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pneumoperitoneum; Surgery; Catheter; Anesthesia; Sedation; Peritoneal dialysis; Laparoscopy","score_opus":0.034010071580386284,"score_gpt":0.27501083478007765,"score_spread":0.24100076319969138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003023691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996527,0.00018611301,0.0011417661,0.0013521048,0.00033828706,0.000072467425,6.1731214e-7,0.000011827699,0.00036981917],"genre_scores_gemma":[0.9973569,0.000045929726,0.00043813675,0.0011498089,0.0005658831,0.0000019828121,0.000009777076,0.000017571037,0.0004140251],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862456,0.000101320766,0.0005569436,0.00012009855,0.00041419026,0.00018286474],"domain_scores_gemma":[0.9990419,0.00009570115,0.0003850687,0.00013443413,0.00018393144,0.00015896594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065351644,0.000121844554,0.00046181676,0.0006133709,0.00007282766,0.000049534592,0.00004818054,0.000031036594,0.000068580586],"category_scores_gemma":[0.00010902945,0.0000897516,0.00039152298,0.0003698713,0.00003649678,0.00018328737,0.00002016831,0.00013481804,0.000010728363],"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":[0.002082602,0.0026931495,0.83221155,0.0010037104,0.002555595,0.0002706891,0.00060554093,0.0069453134,0.094639055,0.00046766325,0.015045956,0.04147915],"study_design_scores_gemma":[0.0025995737,0.00020395765,0.9649127,0.001603018,0.0036088275,0.00021348053,0.0003673209,0.0058588893,0.007071654,0.00065787876,0.012364757,0.0005379122],"about_ca_topic_score_codex":0.00004210477,"about_ca_topic_score_gemma":0.00002976504,"teacher_disagreement_score":0.13270116,"about_ca_system_score_codex":0.00012179164,"about_ca_system_score_gemma":0.00010495954,"threshold_uncertainty_score":0.36599642},"labels":[],"label_agreement":null},{"id":"W2003071248","doi":"10.1007/s00268-014-2863-x","title":"Racial Disparities in Operative Outcomes After Major Cancer Surgery in the United States","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Perioperative; Cystectomy; Esophagectomy; Vascular surgery; General surgery; Surgery; Pneumonectomy; Prostatectomy; Cancer; Bladder cancer; Prostate cancer; Cardiac surgery; Internal medicine; Lung cancer; Esophageal cancer","score_opus":0.07620234163929135,"score_gpt":0.35398257132868394,"score_spread":0.2777802296893926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003071248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494744,0.0015766975,0.000018685132,0.01277861,0.00043660973,0.00007958044,0.0000055273044,0.0000044613344,0.0001523768],"genre_scores_gemma":[0.9905917,0.0006058487,0.000036705707,0.00822333,0.00030546013,0.000018581854,0.0000065864147,0.000011195291,0.00020058964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981109,0.00028095167,0.00073124527,0.000106876476,0.00046349535,0.00030656974],"domain_scores_gemma":[0.99741703,0.0019846717,0.00022675232,0.00012202798,0.00016539702,0.000084096944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023049747,0.00014580239,0.00066221267,0.00089773507,0.00004164498,0.000047797577,0.00009572299,0.000038985792,0.0001816498],"category_scores_gemma":[0.00051570224,0.00008797385,0.00021437535,0.00081045856,0.000087311106,0.00025601475,0.000019607258,0.000445361,0.000003235948],"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":[0.00066871743,0.000051541545,0.9870393,0.00002845434,0.00003565159,0.0004794562,0.00087892375,0.00015310492,0.0000059991035,0.000036388417,0.008128498,0.0024939661],"study_design_scores_gemma":[0.00039970837,0.000018468936,0.9883148,0.00095069775,0.00003558623,0.00004963195,0.0007125932,0.000056714714,0.00003921048,0.00015213595,0.009162897,0.00010757403],"about_ca_topic_score_codex":0.0028080654,"about_ca_topic_score_gemma":0.0067535117,"teacher_disagreement_score":0.00564425,"about_ca_system_score_codex":0.00012758323,"about_ca_system_score_gemma":0.00021899167,"threshold_uncertainty_score":0.42449737},"labels":[],"label_agreement":null},{"id":"W2003855043","doi":"10.1007/s00268-007-9113-4","title":"Perioperative Vasopressors Are Associated with an Increased Risk of Gastrointestinal Anastomotic Leakage","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"University of Toronto","keywords":"Medicine; Anastomosis; Perioperative; Hypovolemia; Anesthesia; Surgery; Vascular surgery; Anesthesiology; Intensive care unit; Leak; Abdominal surgery; Blood pressure; Retrospective cohort study; Cardiac surgery; Internal medicine","score_opus":0.023149968880078618,"score_gpt":0.25886806642198706,"score_spread":0.23571809754190845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003855043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970651,0.00027753573,0.00022246303,0.00017606495,0.00007257713,0.00009173175,0.0000054400766,0.00001654105,0.0020725064],"genre_scores_gemma":[0.99817383,0.00002928595,0.0007883026,0.00018648413,0.00017730836,5.651374e-7,0.000006125346,0.000026271311,0.00061181333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779254,0.00031503197,0.0007736772,0.00014091474,0.00065412605,0.0003237271],"domain_scores_gemma":[0.99472785,0.0031100716,0.0009884846,0.00017743459,0.0005929475,0.00040319227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030719996,0.000196173,0.0013264033,0.0005410774,0.00007070089,0.000018136883,0.00007363564,0.000041911557,0.00012817423],"category_scores_gemma":[0.0019166161,0.00013173406,0.00059118913,0.0005359535,0.00017299787,0.00016839884,0.000010393405,0.00047096217,0.0000018104171],"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":[0.0021267245,0.000362509,0.990907,0.000025381083,0.0003128679,0.0047293855,0.00014718951,0.000043399046,0.0004583379,0.00004806468,0.00010990379,0.00072924985],"study_design_scores_gemma":[0.0013448067,0.00044280698,0.9924196,0.0011006513,0.00044453185,0.002187724,0.0005528607,0.000022086326,0.0006981718,0.0000036427743,0.00065450533,0.00012862176],"about_ca_topic_score_codex":0.000048823156,"about_ca_topic_score_gemma":0.00012759531,"teacher_disagreement_score":0.0030646536,"about_ca_system_score_codex":0.000096239135,"about_ca_system_score_gemma":0.00021599981,"threshold_uncertainty_score":0.5371959},"labels":[],"label_agreement":null},{"id":"W2003913823","doi":"10.1007/s00268-013-2077-7","title":"Impact of Preoperative Breast MRI on Surgical Decision Making and Clinical Outcomes: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"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; Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Magnetic resonance imaging; Breast cancer; Vascular surgery; Breast MRI; Cardiothoracic surgery; Radiology; Preoperative care; Surgery; Cancer; Cardiac surgery; Mammography; Internal medicine","score_opus":0.0635492213332917,"score_gpt":0.41916178814797783,"score_spread":0.3556125668146861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003913823","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080643664,0.99814904,0.000008966518,0.000036610254,0.00025533832,0.00063004444,0.00006248221,0.0000021940464,0.000048900307],"genre_scores_gemma":[0.0024095003,0.99705565,0.000106160165,0.000047516485,0.00023262146,0.00003196197,0.000015070155,0.000038324073,0.00006322437],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9958558,0.0007153576,0.0025683881,0.00030848317,0.00033267774,0.000219295],"domain_scores_gemma":[0.9942232,0.002268414,0.0026498993,0.00040480343,0.00031937548,0.00013431588],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014826067,0.0004808325,0.005277115,0.00025558824,0.000044250486,0.000025024767,0.00019928432,0.00017154535,0.000045313398],"category_scores_gemma":[0.00066374784,0.0002516438,0.0029099248,0.00021452138,0.000112822716,0.000008986749,0.00012866834,0.00033020056,0.000008086356],"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":[0.0003043925,0.00067790056,0.047464576,0.49000314,0.013510515,0.00026823432,0.000013639291,0.0000013060652,1.4960708e-7,0.0000067457463,0.012071621,0.4356778],"study_design_scores_gemma":[0.00037349373,0.0002006089,0.009825159,0.9709145,0.004664081,0.0029383225,0.000005402253,1.7005279e-7,1.5287831e-7,0.000004714452,0.010734919,0.0003384778],"about_ca_topic_score_codex":0.0000047996286,"about_ca_topic_score_gemma":0.00000367881,"teacher_disagreement_score":0.48091137,"about_ca_system_score_codex":0.00009469654,"about_ca_system_score_gemma":0.00039964644,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W2005570361","doi":"10.1007/s00268-005-0174-y","title":"Peripherally Inserted Central Venous Catheters Are Not Superior to Central Venous Catheters in the Acute Care of Surgical Patients on the Ward","year":2006,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Peripherally inserted central catheter; Catheter; Parenteral nutrition; Complication; Cardiac surgery; Central venous catheter; Abdominal surgery; Vascular surgery; Surgery; Intensive care medicine","score_opus":0.06798543670354819,"score_gpt":0.3479576851479661,"score_spread":0.2799722484444179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005570361","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47164527,0.51565456,0.0000023821585,0.003162018,0.004562068,0.0035708277,0.0010214603,0.00003418013,0.00034721082],"genre_scores_gemma":[0.20834228,0.78795457,0.0000215687,0.0018509134,0.0011116372,0.00012814079,0.00021876508,0.00018597116,0.00018616741],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906265,0.0025329622,0.0032597866,0.00049980305,0.0012780952,0.0018028463],"domain_scores_gemma":[0.99299484,0.0027330362,0.002641952,0.00080613955,0.0004058059,0.00041820476],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015154985,0.0008212622,0.003999004,0.0009670379,0.00063545344,0.00006237415,0.0011788644,0.00041187502,0.00014556419],"category_scores_gemma":[0.0001442893,0.00045744906,0.0031089222,0.0012178723,0.00015742818,0.00011514893,0.00012992026,0.00261238,0.000030857624],"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":[0.0039212657,0.010287482,0.04791029,0.015871238,0.0036874434,0.0046414733,0.09313669,0.00032103373,0.0000054008688,0.000099502395,0.061921313,0.7581969],"study_design_scores_gemma":[0.0008889075,0.00049798726,0.019722113,0.017274257,0.0014866721,0.000073240146,0.0018855222,0.0000015513544,0.0000018293491,0.0000047812696,0.9575161,0.0006470668],"about_ca_topic_score_codex":0.00042857995,"about_ca_topic_score_gemma":0.0006161755,"teacher_disagreement_score":0.8955948,"about_ca_system_score_codex":0.0015714562,"about_ca_system_score_gemma":0.0015495567,"threshold_uncertainty_score":0.99978775},"labels":[],"label_agreement":null},{"id":"W2006953667","doi":"10.1007/s00268-011-1210-8","title":"Delayed Primary Closure of the Septic Open Abdomen with a Dynamic Closure System","year":2011,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":88,"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; Surgery; Peritonitis; Negative-pressure wound therapy; Abdomen; Abdominal compartment syndrome; Dehiscence; Abdominal surgery; Damage control surgery; Abdominal wall; Incisional hernia; Sepsis; Wound dehiscence; Fascia; Population; Resuscitation","score_opus":0.040511564663263076,"score_gpt":0.25219188797408915,"score_spread":0.21168032331082606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006953667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98154247,0.0007794842,0.00013300256,0.00084878394,0.000281774,0.00034174894,0.0000086000455,0.000013601394,0.016050516],"genre_scores_gemma":[0.9973154,0.00004291887,0.000768197,0.0002573765,0.00007465395,0.000011357979,0.0000025855963,0.000026370164,0.0015011209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982558,0.00015472532,0.00082676235,0.00013742219,0.0004110927,0.00021423612],"domain_scores_gemma":[0.9976577,0.00034565333,0.0010120588,0.00046047047,0.0003705926,0.0001534896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010949046,0.0001591657,0.0007504124,0.00025672626,0.0001131561,0.00001607042,0.00036565156,0.000049962266,0.00012821748],"category_scores_gemma":[0.000040627256,0.000090806854,0.0003689159,0.0007084684,0.00013439228,0.0001878171,0.00009514758,0.00035399906,0.000008088434],"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":[0.0074550183,0.0009946778,0.9626552,0.0007498292,0.0017358527,0.00063848455,0.00084169785,0.000017867562,0.004557484,0.0014952165,0.012037241,0.006821433],"study_design_scores_gemma":[0.00087530067,0.00027782423,0.9843287,0.0033187715,0.0009158358,0.0036516518,0.00069284876,0.000021866372,0.001296741,0.00020656483,0.004176389,0.00023750628],"about_ca_topic_score_codex":0.000032869593,"about_ca_topic_score_gemma":0.000029707575,"teacher_disagreement_score":0.021673502,"about_ca_system_score_codex":0.00012952335,"about_ca_system_score_gemma":0.000580714,"threshold_uncertainty_score":0.37029958},"labels":[],"label_agreement":null},{"id":"W2008107596","doi":"10.1007/s00268-003-7097-2","title":"Patient Safety in Surgery: Error Detection and Prevention","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Patient safety; Cardiothoracic surgery; Vascular surgery; Abdominal surgery; Cardiac surgery; Incidence (geometry); MEDLINE; Retrospective cohort study; Intensive care medicine; Surgery; General surgery; Medical emergency; Health care","score_opus":0.20212305606684844,"score_gpt":0.44016627624002946,"score_spread":0.23804322017318102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008107596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028951233,0.99311537,0.00029110568,0.00019993968,0.004817329,0.0006701763,0.000011230938,0.00001313682,0.00059219863],"genre_scores_gemma":[0.0010431614,0.9975397,0.00006009223,0.00015884092,0.00023961822,0.00005748908,0.000027361264,0.0000398138,0.00083394116],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928348,0.002709465,0.0033880987,0.00022701186,0.0004274636,0.0004131477],"domain_scores_gemma":[0.9904052,0.004169572,0.004805765,0.00020601338,0.00017599865,0.00023744574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004818018,0.00029070725,0.002161541,0.0019920063,0.00024311792,0.0000020914752,0.00007403139,0.00032626942,0.00028751156],"category_scores_gemma":[0.0011316988,0.00023318098,0.00064884557,0.0010306526,0.000052174637,0.00022272806,0.000035552257,0.0015617033,0.00003661993],"study_design_candidate":"design_other","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":[0.000059794562,0.000074847565,0.0020713243,0.006109149,0.000068269,0.000027784,0.0001830331,0.0000015713053,1.033771e-7,0.000012959839,0.0035732011,0.98781794],"study_design_scores_gemma":[0.00014643947,0.000018148847,0.0017735176,0.043235607,0.00018548762,0.000052894447,0.00012667353,6.392946e-7,1.5243944e-7,0.000071094386,0.9542057,0.00018364158],"about_ca_topic_score_codex":0.000009784914,"about_ca_topic_score_gemma":0.00013949022,"teacher_disagreement_score":0.9876343,"about_ca_system_score_codex":0.0005027972,"about_ca_system_score_gemma":0.0017009723,"threshold_uncertainty_score":0.9508844},"labels":[],"label_agreement":null},{"id":"W2012224191","doi":"10.1007/s00268-006-0048-y","title":"Mortality in Terrorist Attacks: A Unique Modal of Temporal Death Distribution","year":2006,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Disaster Response and Management","field":"Health Professions","cited_by":34,"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; Quarter (Canadian coin); Cause of death; Case fatality rate; Injury prevention; Demography; Poison control; Mortality rate; Violent death; Terrorism; Medical emergency; Emergency medicine; Epidemiology; Surgery; Disease; Internal medicine; History","score_opus":0.10057359151426795,"score_gpt":0.40406493777437474,"score_spread":0.30349134626010676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012224191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99284524,0.00015340993,0.0011606936,0.0006605892,0.00047740192,0.00016083352,0.000028158925,0.000008932381,0.004504768],"genre_scores_gemma":[0.9975842,0.000029707422,0.000060935472,0.00012453915,0.00019080457,0.0000082849865,0.000030908734,0.000009795263,0.0019608217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757457,0.00053107017,0.0012414923,0.0000948704,0.00028258815,0.00027539488],"domain_scores_gemma":[0.9984549,0.00037377072,0.00081100484,0.00016470658,0.000127281,0.00006832715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002433439,0.00010415478,0.00042232274,0.00034879343,0.00007336237,0.0000058733067,0.00010362951,0.000051716397,0.00012305027],"category_scores_gemma":[0.00008454146,0.00008737333,0.00016318845,0.00035858736,0.000035036934,0.00018407387,0.000052690182,0.0003418309,0.0000074525124],"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":[0.0002692869,0.00021703714,0.9675585,0.00012761196,0.00002681171,0.00012701686,0.00019286966,0.000040103125,0.00006621767,0.0018485384,0.029088572,0.00043743275],"study_design_scores_gemma":[0.00042248203,0.000019269699,0.95411617,0.0006333855,0.000026883525,0.0000036187314,0.0006075823,0.00002145032,0.000053459524,0.0017444551,0.04226026,0.000090964895],"about_ca_topic_score_codex":0.0012208553,"about_ca_topic_score_gemma":0.0016350084,"teacher_disagreement_score":0.013442311,"about_ca_system_score_codex":0.00018316208,"about_ca_system_score_gemma":0.00027680097,"threshold_uncertainty_score":0.35629812},"labels":[],"label_agreement":null},{"id":"W2012897585","doi":"10.1007/s00268-013-2414-x","title":"Surgical Resident Experience in Breast Disease: A National Study","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","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":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; The Wilson Centre; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Competence (human resources); Breast surgery; Vascular surgery; General surgery; Breast disease; Disease; Mastectomy; Cardiothoracic surgery; Family medicine; Surgery; Breast cancer; Cardiac surgery; Internal medicine; Psychology","score_opus":0.0747786590498149,"score_gpt":0.3546397691416413,"score_spread":0.2798611100918264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012897585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476767,0.00015066973,0.000010986047,0.0015446615,0.00021081652,0.00006482975,6.90597e-7,0.000009048469,0.0032406275],"genre_scores_gemma":[0.99900055,0.0000122287065,0.00001695602,0.000250273,0.00038739853,0.000002836776,0.0000013342569,0.000007796268,0.00032060276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982583,0.00014191685,0.000584267,0.000108455235,0.0007585455,0.00014851168],"domain_scores_gemma":[0.9982199,0.0010676767,0.00017076617,0.00007681403,0.00019402974,0.00027081414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014486542,0.000081052625,0.00032743555,0.0004767045,0.000034299766,0.000019291374,0.000048300903,0.000016313308,0.00072328316],"category_scores_gemma":[0.00041030152,0.00006196623,0.00015441918,0.00043648435,0.000038639435,0.000116826486,0.000015592586,0.00020249121,0.000009208182],"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":[0.00095832534,0.00041647197,0.9904403,0.000006995402,0.000019498983,0.0011039316,0.00026529655,0.00020449195,0.0000033934623,0.00022630944,0.00030753852,0.0060474253],"study_design_scores_gemma":[0.0021750717,0.000023295583,0.980421,0.00020689015,0.000013769901,0.0002434201,0.00023646705,0.00036802015,0.0000023263963,0.00012520114,0.016118044,0.00006651608],"about_ca_topic_score_codex":0.00000593726,"about_ca_topic_score_gemma":0.0000069640764,"teacher_disagreement_score":0.015810505,"about_ca_system_score_codex":0.00006811876,"about_ca_system_score_gemma":0.00015070298,"threshold_uncertainty_score":0.7919443},"labels":[],"label_agreement":null},{"id":"W2014080523","doi":"10.1007/s00268-003-7234-y","title":"Definition and Classification of Chronic Pancreatitis","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":15,"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 Saskatchewan","funders":"","keywords":"Pancreatitis; Medicine; Etiology; Disease; Intensive care medicine; Abdominal surgery; Chronic disease; Vascular surgery; Pancreas; Pathology; Cardiac surgery; General surgery; Internal medicine","score_opus":0.1194599901860721,"score_gpt":0.3329636627577397,"score_spread":0.21350367257166758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014080523","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045375584,0.99445605,0.000020960128,0.000034157198,0.000287494,0.00015646892,0.000018020271,0.000004531508,0.0045685833],"genre_scores_gemma":[0.0017785939,0.99712545,0.0004717099,0.000018727233,0.00017616256,0.000011514719,0.000052186053,0.000022154272,0.0003434843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837434,0.00021112191,0.0009741306,0.0001309366,0.00017422716,0.00013524706],"domain_scores_gemma":[0.9976562,0.0006130033,0.0013369881,0.00016716163,0.00012820296,0.00009842752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000523091,0.00019927912,0.0020775045,0.0006839277,0.000032369524,0.0000053979943,0.000030628315,0.00014990453,0.00011926169],"category_scores_gemma":[0.00011033463,0.00014731436,0.00051202957,0.00028233824,0.00011081641,0.000060869796,0.0000072439007,0.00031078575,0.000012745171],"study_design_candidate":"design_other","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":[0.000026423018,0.00019110771,0.007142315,0.007867369,0.000612304,0.0007800869,0.000008552088,1.5196733e-8,0.000004642422,0.001005202,0.001760291,0.98060167],"study_design_scores_gemma":[0.0005208483,0.00019978221,0.013281754,0.04158262,0.005435679,0.012908316,0.000004229419,1.6394681e-7,0.0000062398485,0.00028066232,0.92561376,0.00016595636],"about_ca_topic_score_codex":0.0000019026367,"about_ca_topic_score_gemma":0.0000039999213,"teacher_disagreement_score":0.9804357,"about_ca_system_score_codex":0.0001854098,"about_ca_system_score_gemma":0.00068914436,"threshold_uncertainty_score":0.60073054},"labels":[],"label_agreement":null},{"id":"W2015279142","doi":"10.1007/s00268-005-0768-z","title":"An Evidence‐Based Approach to the Treatment of Thyroid Lymphoma","year":2007,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; Baker Hughes (Canada); University of Calgary","funders":"","keywords":"Medicine; Thyroid lymphoma; Thyroid; Lymphoma; Biopsy; Radiation therapy; Radiation oncologist; Radiology; Pathology; Internal medicine; Thyroiditis","score_opus":0.21922632736425923,"score_gpt":0.39721949109511956,"score_spread":0.17799316373086033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015279142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025945326,0.99747413,0.000070831265,0.00039667083,0.00058525125,0.00080443994,0.000021943813,0.000010299275,0.0003769887],"genre_scores_gemma":[0.0019752854,0.9953803,0.00062261993,0.0002791831,0.0012894212,0.00008863657,0.00002282642,0.00006478233,0.00027693465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966983,0.0002561926,0.0016317938,0.00030273362,0.0007508717,0.00036011596],"domain_scores_gemma":[0.99520016,0.0019250927,0.0014224221,0.0007615561,0.00025987535,0.00043088532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012707178,0.0004887669,0.0033251087,0.0011704034,0.00006595838,0.000032236705,0.00024709696,0.00011982459,0.000057165384],"category_scores_gemma":[0.00007274376,0.00024078319,0.0022243555,0.0010280956,0.00007017749,0.000101338526,0.000012108516,0.00016352492,0.000015567657],"study_design_candidate":"design_other","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":[0.00024668494,0.0032739155,0.0006658017,0.0021394247,0.00085996184,0.00026899812,0.00006821983,0.000015622081,7.402368e-7,0.00001642426,0.007320408,0.9851238],"study_design_scores_gemma":[0.0006263465,0.0011777178,0.0009254845,0.026302958,0.0035508655,0.00037491493,0.000023366616,0.0000015301889,0.000040231967,0.000001607942,0.9667889,0.00018610488],"about_ca_topic_score_codex":0.000043621894,"about_ca_topic_score_gemma":0.000013633447,"teacher_disagreement_score":0.98493767,"about_ca_system_score_codex":0.0010564501,"about_ca_system_score_gemma":0.0016394441,"threshold_uncertainty_score":0.9818854},"labels":[],"label_agreement":null},{"id":"W2016094263","doi":"10.1007/s00268-014-2733-6","title":"Clinical Outcome in Acute Small Bowel Obstruction after Surgical or Conservative Management","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Interquartile range; Bowel obstruction; Surgery; Hazard ratio; Cardiothoracic surgery; Odds ratio; Conservative treatment; Conservative management; Abdominal surgery; Vascular surgery; Cardiac surgery; Confidence interval; Internal medicine","score_opus":0.09668165087334227,"score_gpt":0.35790031858826127,"score_spread":0.261218667714919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016094263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343574,0.00008923426,0.000053902433,0.0029068033,0.0010681945,0.00009109057,0.0000020276489,0.000010754841,0.0023422744],"genre_scores_gemma":[0.98383504,0.00021004504,0.003194156,0.001449656,0.0006586665,0.000005801241,0.00000242981,0.000015287527,0.010628888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795437,0.00018461462,0.0012368668,0.00014152814,0.0002536391,0.00022898226],"domain_scores_gemma":[0.9975375,0.001626523,0.00033101928,0.00012821425,0.00016861285,0.0002081136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015592197,0.00013449416,0.0006373403,0.0004003274,0.000032359345,0.000013619064,0.00006483644,0.00005915113,0.0003001503],"category_scores_gemma":[0.00034949105,0.00008646254,0.00035427156,0.00032154899,0.00009776074,0.000078987156,0.000036876725,0.0005399141,0.00003624704],"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":[0.0025999271,0.00021794242,0.97596043,0.000068137204,0.000115036244,0.007291199,0.00003599282,0.0000016194195,0.000010867481,0.00013236099,0.002514773,0.011051694],"study_design_scores_gemma":[0.0010304749,0.00017009742,0.92817754,0.00059294055,0.00013485253,0.0019275824,0.000053219715,0.00003205752,0.000026360429,0.00016535126,0.06761206,0.00007745989],"about_ca_topic_score_codex":0.000012019397,"about_ca_topic_score_gemma":0.000039946884,"teacher_disagreement_score":0.06509729,"about_ca_system_score_codex":0.000054697848,"about_ca_system_score_gemma":0.00006688551,"threshold_uncertainty_score":0.352584},"labels":[],"label_agreement":null},{"id":"W2016867481","doi":"10.1007/s00268-007-9125-0","title":"An Odyssey of Islet Transplantation for Therapy of Type 1 Diabetes","year":2007,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation United Kingdom; Michael Smith Health Research BC; Canadian Diabetes Association","keywords":"Medicine; Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Cardiac surgery; Transplantation; Islet; Diabetes mellitus; Type 1 diabetes; Internal medicine; General surgery; Surgery; Endocrinology","score_opus":0.1250409950127687,"score_gpt":0.3729836674709439,"score_spread":0.24794267245817522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016867481","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010374794,0.9882714,0.000052471023,0.000024151048,0.0006951264,0.0002420771,0.000032492804,0.0000057132584,0.00030176234],"genre_scores_gemma":[0.0019957738,0.9967343,0.00047491534,0.00009088801,0.0004358266,0.0000036079987,0.00009033173,0.00003257995,0.00014174994],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804103,0.0000912443,0.0013177138,0.000099745455,0.00028433872,0.0001658958],"domain_scores_gemma":[0.99589324,0.0020152081,0.0013701054,0.00016591273,0.0004413532,0.000114177594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013712079,0.00018957947,0.002256404,0.0010114159,0.000016241225,0.000004864917,0.00007356409,0.000115881994,0.00018719026],"category_scores_gemma":[0.00016886175,0.00013010897,0.00083993253,0.0004859408,0.00005449595,0.000078790996,0.0000017672145,0.00018995846,0.0000015140743],"study_design_candidate":"design_other","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":[0.0004334164,0.00024573662,0.002141434,0.015990824,0.00065082975,0.0000126756695,0.000040650382,5.7752004e-7,0.00038872924,0.000023901315,0.0031944737,0.97687674],"study_design_scores_gemma":[0.000733419,0.0004860946,0.00069854036,0.025359575,0.0014614047,0.00004927579,0.000015857953,0.000002705499,0.0017471495,0.000036187266,0.96925247,0.00015733766],"about_ca_topic_score_codex":0.0000016557078,"about_ca_topic_score_gemma":4.078263e-7,"teacher_disagreement_score":0.97671944,"about_ca_system_score_codex":0.000028403963,"about_ca_system_score_gemma":0.00042414278,"threshold_uncertainty_score":0.53056896},"labels":[],"label_agreement":null},{"id":"W2017698393","doi":"10.1007/s00268-014-2620-1","title":"Prevalence of Surgical Conditions in Individuals Aged More Than 50 Years: A Cluster‐Based Household Survey in Sierra Leone","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":15,"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":"Medicine; Sierra leone; Odds ratio; Population; Confidence interval; Cross-sectional study; Health care; Vascular surgery; Cluster (spacecraft); Disease; Disease burden; Gerontology; Demography; Environmental health; Surgery; Cardiac surgery; Internal medicine","score_opus":0.060766334625333034,"score_gpt":0.3175727373773966,"score_spread":0.25680640275206357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017698393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99710876,0.0008679031,0.000014304042,0.0011954113,0.00036654965,0.00018535487,0.000094672316,0.0000113946335,0.0001556498],"genre_scores_gemma":[0.9985576,0.0003348317,0.00010398549,0.00068379537,0.00013192632,0.0000056018553,0.000028168475,0.00002172977,0.00013234232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962227,0.0008646468,0.001539656,0.00018967187,0.0006683901,0.0005149673],"domain_scores_gemma":[0.9945495,0.004008509,0.00065945985,0.0002619643,0.00014128155,0.0003792525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007948442,0.00017584198,0.0010339215,0.0015391206,0.000026896636,0.000011864306,0.00012925497,0.00011847611,0.00012655719],"category_scores_gemma":[0.001073043,0.00015942827,0.00027921895,0.0010544108,0.00014710403,0.00015291311,0.000027260827,0.00064097025,0.0000040044724],"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":[0.00057356333,0.0004671472,0.9901457,0.0003949723,0.00002145378,0.00038260003,0.00009576407,0.00017391142,0.000048654227,0.000010568928,0.0071882964,0.00049736624],"study_design_scores_gemma":[0.0020895726,0.00007484157,0.9940288,0.0021121528,0.000029050958,0.00014692539,0.000029197938,0.00004484353,0.00005505629,0.000038324884,0.0012243777,0.00012682263],"about_ca_topic_score_codex":0.00029680008,"about_ca_topic_score_gemma":0.00038864612,"teacher_disagreement_score":0.006875399,"about_ca_system_score_codex":0.00010836755,"about_ca_system_score_gemma":0.0005898931,"threshold_uncertainty_score":0.6501296},"labels":[],"label_agreement":null},{"id":"W2018275652","doi":"10.1007/s00268-013-2025-6","title":"Evolution of Percutaneous Dilatational Tracheostomy—A Review of Current Techniques and Their Pitfalls","year":2013,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":45,"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; Montreal General Hospital","funders":"","keywords":"Medicine; Percutaneous; Intensive care medicine; Cardiothoracic surgery; Vascular surgery; Critically ill; Cardiac surgery; Surgery; Acute respiratory failure; Complication; Abdominal surgery; Mechanical ventilation; Anesthesia","score_opus":0.06790839230220667,"score_gpt":0.33754920741285976,"score_spread":0.2696408151106531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018275652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009312334,0.9987664,0.000027510498,0.00019596545,0.00019523656,0.00044565994,0.00004413677,0.000009275544,0.00022269289],"genre_scores_gemma":[0.0004923997,0.99882394,0.00025389442,0.000024912833,0.0002389227,0.00000906453,0.000034863897,0.000028597397,0.00009338094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723995,0.00015525888,0.0019163252,0.00014920255,0.00037757563,0.00016170563],"domain_scores_gemma":[0.9963425,0.00071001495,0.0021784662,0.00017195083,0.0004586559,0.00013842084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088042155,0.0002953179,0.0029216139,0.00070898683,0.000021656357,0.0000050190956,0.00010506494,0.000097737495,0.00016725174],"category_scores_gemma":[0.00018959635,0.00018270143,0.0010849219,0.0004089373,0.00014476693,0.00010602745,0.000023957262,0.0005723174,0.0000023645532],"study_design_candidate":"design_other","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":[0.000015486728,0.00016043935,0.00011683356,0.14565945,0.0001286768,0.000021247024,0.00001385181,2.2895945e-8,0.000006329555,0.000059729016,0.0041131414,0.8497048],"study_design_scores_gemma":[0.000056175875,0.000064558815,0.00008508209,0.28735486,0.0007194129,0.0025218704,0.000012269103,2.4595786e-7,0.00000562966,0.000071704766,0.70898867,0.000119516415],"about_ca_topic_score_codex":0.000006820494,"about_ca_topic_score_gemma":0.000001303938,"teacher_disagreement_score":0.8495853,"about_ca_system_score_codex":0.00010302916,"about_ca_system_score_gemma":0.0007483381,"threshold_uncertainty_score":0.7450349},"labels":[],"label_agreement":null},{"id":"W2018886426","doi":"10.1007/s00268-006-0478-6","title":"Invited Commentary on The Analysis of Infection after Polypropylene Mesh Repair of Abdominal Wall Hernia","year":2006,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Abdominal surgery; Vascular surgery; Medicine; Cardiac surgery; Cardiothoracic surgery; Hernia; Surgery; Hernia repair; Abdominal wall; Surgical mesh; General surgery","score_opus":0.017284064816235806,"score_gpt":0.24967376485989395,"score_spread":0.23238970004365814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018886426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981014,0.00033685434,0.00005566151,0.018026048,0.00013498573,0.00010987158,0.0000050482918,0.00001322827,0.00030427738],"genre_scores_gemma":[0.9917138,0.0001364401,0.000115025985,0.007659405,0.00017202004,0.000003927867,0.000007412706,0.000012017174,0.00017990606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824,0.00015726461,0.0008818891,0.00010004309,0.00047554437,0.00014525124],"domain_scores_gemma":[0.9985086,0.00037319318,0.00062048406,0.00025901283,0.00017561835,0.00006310258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013240759,0.000120461926,0.000628139,0.0012219704,0.000028081313,0.000005374479,0.00004669672,0.00003249835,0.0003040339],"category_scores_gemma":[0.000054821227,0.00007655352,0.0009208093,0.0009625692,0.000066202454,0.00006452088,0.00002500736,0.00019656114,0.000001477107],"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":[0.0015020656,0.0006221583,0.8206916,0.00008708701,0.0023741818,0.00013243145,0.00006540065,0.00016002315,0.0010273188,0.000010060027,0.17141208,0.0019156015],"study_design_scores_gemma":[0.0004587986,0.00013217924,0.9666836,0.00030072208,0.0024823798,0.000013561737,0.00003421963,0.00030737577,0.0017655105,0.00002371165,0.027724406,0.000073532516],"about_ca_topic_score_codex":0.00068166933,"about_ca_topic_score_gemma":0.00036946402,"teacher_disagreement_score":0.14599201,"about_ca_system_score_codex":0.00007831017,"about_ca_system_score_gemma":0.000021813561,"threshold_uncertainty_score":0.3328958},"labels":[],"label_agreement":null},{"id":"W2019900237","doi":"10.1007/s00268-012-1494-3","title":"Somatostatin Analogues for the Treatment of Enterocutaneous Fistulas: A Systematic Review and Meta‐analysis","year":2012,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Enterocutaneous fistula; Confidence interval; Somatostatin; Placebo; Cardiothoracic surgery; Cochrane Library; Internal medicine; Surgery; Fistula; Pathology","score_opus":0.19755631715873265,"score_gpt":0.37736895973874135,"score_spread":0.1798126425800087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019900237","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022760426,0.99773747,0.00012950302,0.00043419722,0.00006150502,0.0015168648,0.000095468415,0.000004561308,0.000018140958],"genre_scores_gemma":[0.0001537064,0.9983659,0.00015351897,0.0001429795,0.00008404388,0.00033013284,0.000037599,0.000024517969,0.0007076289],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9968443,0.00033360365,0.0022267937,0.00014481132,0.0002565523,0.00019392389],"domain_scores_gemma":[0.9882159,0.007858131,0.003079108,0.00044498628,0.000252988,0.00014887807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012064043,0.0003384407,0.010155771,0.00066276116,0.00007994509,0.000014965751,0.00011718918,0.000052941585,0.00010484699],"category_scores_gemma":[0.00015964193,0.0001533091,0.006765472,0.00080559746,0.00007137211,0.00004644518,0.0000126803,0.00012491502,0.0000029266962],"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":[0.0000237315,0.00030472595,0.000023475324,0.6922703,0.28421855,0.0000378287,0.00004111714,2.02715e-7,6.8666914e-8,0.000024401457,0.00056816085,0.022487445],"study_design_scores_gemma":[0.000028223154,0.000052474166,0.0000035896378,0.040203344,0.75339085,0.0012406105,0.000014499179,6.719653e-7,3.825347e-7,0.0000057114266,0.20497346,0.00008620546],"about_ca_topic_score_codex":0.000006069968,"about_ca_topic_score_gemma":0.000009862765,"teacher_disagreement_score":0.65206695,"about_ca_system_score_codex":0.00007214433,"about_ca_system_score_gemma":0.00015122104,"threshold_uncertainty_score":0.6942282},"labels":[],"label_agreement":null},{"id":"W2020852055","doi":"10.1007/s00268-012-1821-8","title":"Effect of Obesity and Decompressive Laparotomy on Mortality in Acute Pancreatitis Requiring Intensive Care Unit Admission","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Acute pancreatitis; Odds ratio; Intensive care unit; Body mass index; Abdominal compartment syndrome; Mortality rate; Internal medicine; Confidence interval; Obesity; Abdominal surgery; Retrospective cohort study; Cardiac surgery; Vascular surgery; Univariate analysis; Surgery; Multivariate analysis; Abdomen","score_opus":0.04324795832756146,"score_gpt":0.3436907388875249,"score_spread":0.30044278055996343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020852055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973791,0.0015118457,0.00001060035,0.00014390478,0.00016930744,0.00016351024,0.0000047482213,0.000005263,0.00061167916],"genre_scores_gemma":[0.9993564,0.0002680318,0.000038542377,0.0001396407,0.00011463276,0.0000067672736,0.000004913901,0.0000092983755,0.00006181199],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988218,0.00020888216,0.00048119578,0.00009123348,0.00021105983,0.00018585671],"domain_scores_gemma":[0.9975009,0.0013438943,0.00041102176,0.00015832217,0.0003594314,0.00022643871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073350675,0.00012267588,0.0006620402,0.0003667374,0.000050344333,0.0000053366625,0.000044302025,0.000042418862,0.000060375933],"category_scores_gemma":[0.00047992342,0.00009177348,0.00017044116,0.00027070098,0.00006474011,0.00017444024,0.000033291468,0.00028592558,0.0000020758039],"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":[0.0008474505,0.00006615653,0.98863244,0.00014573586,0.00010673739,0.00016675198,0.00027654634,0.0000027602966,0.0021910807,0.000028466846,0.0003493863,0.0071865087],"study_design_scores_gemma":[0.00034078961,0.0001469459,0.95609677,0.0017444702,0.00023791834,0.0003235748,0.00023365606,0.0000037286286,0.040325627,0.000017237058,0.0004504593,0.00007885125],"about_ca_topic_score_codex":0.000029713461,"about_ca_topic_score_gemma":0.0000063432044,"teacher_disagreement_score":0.03813455,"about_ca_system_score_codex":0.000053416024,"about_ca_system_score_gemma":0.00006622809,"threshold_uncertainty_score":0.37424138},"labels":[],"label_agreement":null},{"id":"W2023720877","doi":"10.1007/s00268-011-1319-9","title":"Accuracy of Axillary Ultrasound in the Diagnosis of Nodal Metastasis in Invasive Breast Cancer: A Review","year":2011,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"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":"Medicine; Breast cancer; Radiology; Sentinel node; Biopsy; Sentinel lymph node; Axillary Lymph Node Dissection; Ultrasound; Lymph node; Fine-needle aspiration; Dissection (medical); Stage (stratigraphy); Cancer; Surgery; Internal medicine","score_opus":0.0751130026478829,"score_gpt":0.3389338943472978,"score_spread":0.2638208916994149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023720877","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009396719,0.99789095,3.1998442e-7,0.0002443178,0.00019224279,0.00031483435,0.00034509378,7.2654626e-7,0.00007182574],"genre_scores_gemma":[0.0048472355,0.9945815,0.000028017965,0.0001734469,0.00016473065,0.00012746087,0.000039999857,0.00003009363,0.0000074966474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969671,0.000578824,0.0017137446,0.00023374052,0.00026072457,0.00024588592],"domain_scores_gemma":[0.99482065,0.0018458712,0.002659935,0.00039341292,0.000230966,0.000049171314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276885,0.0003701988,0.0026086434,0.00043963196,0.000021206473,0.0000062522136,0.00044535653,0.000108682034,0.00009153159],"category_scores_gemma":[0.0006832249,0.00023148868,0.001163493,0.0008071719,0.00014776713,0.000012904568,0.000094143375,0.00031397544,8.811863e-7],"study_design_candidate":"design_other","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":[0.00008778338,0.00039728833,0.048753794,0.023067804,0.0014295586,0.00009168247,0.00008907082,7.085188e-7,0.00000719213,0.0000057155153,0.00783469,0.9182347],"study_design_scores_gemma":[0.00035197416,0.00004185568,0.014477986,0.13862054,0.0024329706,0.001130688,0.00006677029,3.1204896e-9,0.00015570137,0.000015223912,0.8423517,0.00035459702],"about_ca_topic_score_codex":0.00039447765,"about_ca_topic_score_gemma":0.0006871608,"teacher_disagreement_score":0.9178801,"about_ca_system_score_codex":0.00008176956,"about_ca_system_score_gemma":0.0009318534,"threshold_uncertainty_score":0.94398344},"labels":[],"label_agreement":null},{"id":"W2025706931","doi":"10.1007/s002680010231","title":"Feasibility of Sentinel Lymph Node Biopsy and Lymphatic Mapping in Nodular Thyroid Neoplasms","year":2000,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":73,"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; Foothills Medical Centre","funders":"","keywords":"Medicine; Sentinel lymph node; Lymphatic system; Thyroid; Biopsy; Thyroid cancer; Papillary thyroid cancer; Lymph; Lymph node; Radiology; Pathology; Thyroid lymphoma; Cancer; Breast cancer; Internal medicine; Thyroiditis","score_opus":0.03536701262785211,"score_gpt":0.27147143074582614,"score_spread":0.23610441811797403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025706931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889552,0.008668144,0.000005605181,0.0014658474,0.00012759914,0.000085722684,0.0000036904,0.000006244562,0.0006819625],"genre_scores_gemma":[0.99653226,0.0024535505,0.00035974284,0.00027923568,0.000107259926,0.0000031942816,0.0000022698016,0.000015069419,0.00024741198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844754,0.00006441406,0.0008115934,0.0001628715,0.0002935854,0.00021999767],"domain_scores_gemma":[0.9989361,0.0003122292,0.0003169854,0.00019716153,0.000084563515,0.00015294932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064749125,0.00014882477,0.00070164335,0.00045316614,0.000027827416,0.00001319028,0.000047119207,0.00003792029,0.0002810888],"category_scores_gemma":[0.000058991744,0.000118305994,0.00022643297,0.00044780204,0.00007394534,0.00011392068,0.0000142488925,0.000093146155,0.0000048995007],"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":[0.00024275694,0.000502494,0.98427516,0.0001367364,0.00010407866,0.0004426092,0.000114810384,0.000030657375,0.001586054,0.000007706632,0.00033917846,0.012217741],"study_design_scores_gemma":[0.002403794,0.000013338848,0.9944795,0.0010422654,0.00009014968,0.00058882014,0.00006906037,0.00004267043,0.00073472725,0.00007871379,0.00036400632,0.00009296546],"about_ca_topic_score_codex":0.000073533956,"about_ca_topic_score_gemma":0.0000042849383,"teacher_disagreement_score":0.012124776,"about_ca_system_score_codex":0.00017350186,"about_ca_system_score_gemma":0.00018642035,"threshold_uncertainty_score":0.48243782},"labels":[],"label_agreement":null},{"id":"W2027115324","doi":"10.1007/s002680010188","title":"Débridement of Gunshot Wounds: Semantics and Surgery","year":2000,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","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 Manitoba; Manitoba Health","funders":"","keywords":"Medicine; Surgery; Gunshot wound; Context (archaeology); Confusion; Abdominal surgery; Meaning (existential); Cardiothoracic surgery; Vascular surgery; Doctrine; General surgery; Cardiac surgery; Law; History","score_opus":0.1043716286832859,"score_gpt":0.34173833339406523,"score_spread":0.23736670471077934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027115324","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006007723,0.99713635,0.0000094542365,0.00014625255,0.0004696553,0.00020989397,0.0000176992,0.000008660317,0.0014012348],"genre_scores_gemma":[0.0011470793,0.9973355,0.000247182,0.0000957545,0.0005415034,0.0000033737329,0.000039217433,0.000057435846,0.0005329773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958884,0.00015360983,0.0028080656,0.00018429743,0.00065400935,0.0003116198],"domain_scores_gemma":[0.9954401,0.0018760071,0.0019208608,0.00033808895,0.00017592376,0.00024899127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00196745,0.00040175402,0.0050099455,0.0016663157,0.00004946386,0.000032880005,0.000103586346,0.00016203498,0.0006150908],"category_scores_gemma":[0.00020278626,0.0002852017,0.0019915241,0.0005517034,0.00022510877,0.000114560135,0.000028884338,0.00058902166,0.0000074753407],"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":[0.00009242311,0.00019791965,0.0029770832,0.032090046,0.0014224022,0.00057142106,0.000048520487,2.0789065e-7,3.120188e-7,0.00009227498,0.03758423,0.9249232],"study_design_scores_gemma":[0.0001448778,0.000039247803,0.00049943646,0.060718235,0.0031899577,0.0019154452,0.000023192379,3.4986218e-7,0.000005149727,0.00011737119,0.93312246,0.00022429676],"about_ca_topic_score_codex":0.000004105098,"about_ca_topic_score_gemma":0.0000019220881,"teacher_disagreement_score":0.9246989,"about_ca_system_score_codex":0.00007103699,"about_ca_system_score_gemma":0.0008954767,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W2027949589","doi":"10.1007/s00268-012-1760-4","title":"TAPP or TEP? Population‐Based Analysis of Prospective Data on 4,552 Patients Undergoing Endoscopic Inguinal Hernia Repair","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Johnson and Johnson; Covidien","keywords":"Medicine; Abdominal surgery; Inguinal hernia; Prospective cohort study; Surgery; Cardiothoracic surgery; Vascular surgery; Cohort; Hernia; Anesthesia; Cardiac surgery; Internal medicine","score_opus":0.06565711688993843,"score_gpt":0.32349496845170134,"score_spread":0.2578378515617629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027949589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971984,0.00022466191,0.00023477813,0.00025468678,0.00046351086,0.00021575195,0.000020017378,0.000033723718,0.001354475],"genre_scores_gemma":[0.99715143,0.00003147793,0.001612955,0.00032574384,0.00025259136,0.0000025935603,0.00007872716,0.000019506426,0.0005249923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791265,0.00011756816,0.0008423016,0.00017661828,0.0006918331,0.0002590178],"domain_scores_gemma":[0.99774456,0.0006010012,0.00073531864,0.00051551725,0.00021756289,0.00018605494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012454367,0.00014870698,0.0007091626,0.0014262832,0.0000553258,0.000011150197,0.00012446099,0.00003541862,0.00041675082],"category_scores_gemma":[0.00095844123,0.00010752145,0.00036112926,0.0011538913,0.000023752247,0.0002565966,0.00006686434,0.00020519966,0.000006526709],"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":[0.00079001545,0.0007773503,0.9891858,0.0001275086,0.0017269275,0.00004106258,0.00008387918,0.00013472582,0.000014672839,0.000034998495,0.0050939503,0.0019890766],"study_design_scores_gemma":[0.0010328719,0.00016652772,0.99194366,0.00047056132,0.0018706449,0.000003184455,0.00006551135,0.00031245698,0.00006869995,0.000007269781,0.003969429,0.00008917512],"about_ca_topic_score_codex":0.000058891754,"about_ca_topic_score_gemma":0.00019632182,"teacher_disagreement_score":0.0027578352,"about_ca_system_score_codex":0.00019526613,"about_ca_system_score_gemma":0.00019117269,"threshold_uncertainty_score":0.45631292},"labels":[],"label_agreement":null},{"id":"W2029263393","doi":"10.1007/s002680010168","title":"Future of Thyroid Surgery and Training Surgeons to Meet the Expectations of 2000 and Beyond","year":2000,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"History of Medical Practice","field":"Medicine","cited_by":48,"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","funders":"","keywords":"Medicine; Thyroid; Thyroid disease; Endocrine surgery; Vascular surgery; Excellence; General surgery; Endocrine system; Disease; Endocrine disease; Cardiac surgery; Intensive care medicine; Surgery; Internal medicine; Hormone","score_opus":0.07478483408799186,"score_gpt":0.33075493547001367,"score_spread":0.2559701013820218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029263393","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012682253,0.9922695,0.0000035298624,0.0032669785,0.0008023247,0.0002507178,0.000032004064,0.000006791268,0.0020999329],"genre_scores_gemma":[0.001645911,0.9964995,0.00023890732,0.0002870701,0.00073253893,0.0000075017747,0.0000072352645,0.00005213323,0.0005292357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959534,0.0005837074,0.0021396126,0.00023108009,0.0007957854,0.00029644827],"domain_scores_gemma":[0.9843667,0.012603288,0.0019935265,0.00033074018,0.00022989284,0.00047581622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036638835,0.00033639514,0.003549699,0.001538597,0.00010985691,0.00001435366,0.00013820903,0.0001814761,0.0003771364],"category_scores_gemma":[0.0018889516,0.0002197989,0.00086011493,0.00092922885,0.00036640183,0.00016634169,0.000031573847,0.00082985463,0.00000293996],"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":[0.00013547817,0.00010123248,0.00021928913,0.0032964642,0.00045822095,0.0002625841,0.0017175584,2.958379e-7,0.000003587695,0.00003543323,0.122675866,0.871094],"study_design_scores_gemma":[0.0001507468,0.000047013862,0.00024015922,0.011825066,0.0016275219,0.0021808357,0.0010618855,2.0076872e-7,0.0000013605115,0.000020442703,0.9826734,0.0001713405],"about_ca_topic_score_codex":0.000011558849,"about_ca_topic_score_gemma":0.000031628417,"teacher_disagreement_score":0.8709226,"about_ca_system_score_codex":0.000091224625,"about_ca_system_score_gemma":0.002229839,"threshold_uncertainty_score":0.8963139},"labels":[],"label_agreement":null},{"id":"W2029881119","doi":"10.1007/s00268-013-2396-8","title":"Continuous Absorbable Intradermal Sutures Yield Better Cosmetic Results than Nonabsorbable Interrupted Sutures in Open Appendectomy Wounds: A Prospective, Randomized Trial","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":14,"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":"Tampereen Yliopisto","keywords":"Medicine; Surgery; Visual analogue scale; Fibrous joint; Randomized controlled trial; Abdominal surgery; Cardiac surgery; Prospective cohort study","score_opus":0.035913234773955006,"score_gpt":0.28521397947235844,"score_spread":0.24930074469840344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029881119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97152084,0.0023305165,0.000013512733,0.011207493,0.0015320532,0.0028230941,0.000007985457,0.00003520611,0.010529277],"genre_scores_gemma":[0.9917335,0.00024789886,0.00040684215,0.0018461483,0.0015374266,0.00013747958,0.000014178692,0.000052243107,0.0040242965],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99530435,0.00050425914,0.002282115,0.00045175894,0.0007174299,0.00074011524],"domain_scores_gemma":[0.9929046,0.004804683,0.0011113802,0.0003801282,0.00039210738,0.00040707787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003140674,0.0004390988,0.0028516548,0.0009803695,0.00011142474,0.00040918624,0.00046591848,0.00020240474,0.0017981644],"category_scores_gemma":[0.0029321758,0.00028869705,0.001090598,0.00079529284,0.00026656123,0.00070831086,0.00017246074,0.0012060739,0.000040741117],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.86330175,0.0010358021,0.042026345,0.00007963995,0.0007456747,0.0011370878,0.00047956678,0.000011972754,0.00093836006,0.00012730075,0.086523615,0.0035929026],"study_design_scores_gemma":[0.87079406,0.0006009398,0.09596646,0.002670283,0.00038398057,0.0007133951,0.0009574794,0.000054999124,0.002438,0.0029895825,0.021709006,0.0007218098],"about_ca_topic_score_codex":0.0009830481,"about_ca_topic_score_gemma":0.00017503777,"teacher_disagreement_score":0.064814605,"about_ca_system_score_codex":0.00015453383,"about_ca_system_score_gemma":0.0003154478,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W2030208389","doi":"10.1007/s00268-013-1996-7","title":"Household Survey in Sierra Leone Reveals High Prevalence of Surgical Conditions in Children","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":27,"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 British Columbia","funders":"Thompson Family Foundation","keywords":"Sierra leone; Medicine; Population; Confidence interval; Vascular surgery; Cross-sectional study; Rural area; Pediatric surgery; Developing country; Cluster (spacecraft); Family medicine; Pediatrics; Cardiac surgery; Environmental health; Surgery; Socioeconomics","score_opus":0.04230652534593179,"score_gpt":0.29331062158354737,"score_spread":0.2510040962376156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030208389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99582016,0.0020487101,0.0000014598555,0.001278359,0.00032916293,0.00025668208,0.00006272036,0.000008234,0.00019452091],"genre_scores_gemma":[0.9970533,0.002017755,0.00004823158,0.00031842498,0.00013878786,0.0000070104293,0.000020807252,0.000016797147,0.00037887215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675596,0.0004240778,0.001677905,0.00016392833,0.00047955048,0.00049860013],"domain_scores_gemma":[0.99669516,0.0018485589,0.00059272,0.00022310416,0.0002605567,0.0003799242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003618882,0.00015807916,0.0010201744,0.0011498438,0.000025299198,0.000009701618,0.00010534603,0.000094982955,0.00062832504],"category_scores_gemma":[0.0005928837,0.0001340699,0.00022110321,0.0010827688,0.00011086674,0.00024344973,0.000024155097,0.0005432844,0.0000152562625],"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":[0.00023699747,0.0003804544,0.9762383,0.00018211288,0.000026178277,0.00025480235,0.000016017364,0.000024987305,0.00009960508,0.00003730557,0.021966483,0.00053672295],"study_design_scores_gemma":[0.000963671,0.000045130797,0.996696,0.0012383325,0.00001870506,0.00050358323,0.000008557289,0.000002518078,0.000058554422,0.00021384642,0.00014521589,0.0001058839],"about_ca_topic_score_codex":0.0014800667,"about_ca_topic_score_gemma":0.0001369575,"teacher_disagreement_score":0.021821268,"about_ca_system_score_codex":0.00011601318,"about_ca_system_score_gemma":0.0004056665,"threshold_uncertainty_score":0.6879719},"labels":[],"label_agreement":null},{"id":"W2032397890","doi":"10.1007/s00268-010-0585-2","title":"Key Aspects of Health Policy Development to Improve Surgical Services in Uganda","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Health policy; Public health; Health services research; Multidisciplinary approach; Health care; Developing country; Global health; Nursing; Economic growth; Political science","score_opus":0.020093232594206673,"score_gpt":0.3194175398136491,"score_spread":0.2993243072194425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032397890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98194844,0.0009185192,0.000003630223,0.013154289,0.0011691564,0.00014714351,0.000003903156,0.000008699308,0.0026462106],"genre_scores_gemma":[0.9958529,0.00014421633,0.0006835817,0.0026155706,0.0005110254,0.0000022551915,0.0000036224742,0.000015159873,0.00017170426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970551,0.00008240817,0.0016052135,0.00014759839,0.000529032,0.00058064103],"domain_scores_gemma":[0.99773544,0.00042274062,0.000620431,0.00017678838,0.00026290375,0.0007816684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033714694,0.00015162096,0.0009869658,0.0013887717,0.000048231315,0.0000105420795,0.00009605169,0.000066967805,0.00009731624],"category_scores_gemma":[0.00022697634,0.00012062698,0.00018236702,0.000982457,0.000031995613,0.000094096635,0.00003625589,0.00051640294,0.000018024055],"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":[0.001570772,0.0007347333,0.77754235,0.0013194388,0.00007317352,0.001398322,0.0012622385,0.0000055826063,0.0016833092,0.0009173881,0.0035710242,0.20992164],"study_design_scores_gemma":[0.0011742375,0.00013400483,0.77965933,0.0013720959,0.000009496508,0.0009016205,0.00016445396,0.000003640611,0.0019626599,0.00018214571,0.21426867,0.00016763333],"about_ca_topic_score_codex":0.0005903852,"about_ca_topic_score_gemma":0.0010538554,"teacher_disagreement_score":0.21069765,"about_ca_system_score_codex":0.00017847739,"about_ca_system_score_gemma":0.003963855,"threshold_uncertainty_score":0.7031709},"labels":[],"label_agreement":null},{"id":"W2032451896","doi":"10.1007/s00268-013-2182-7","title":"A Square Peg in a Round Hole? Challenges with DALY‐based “Burden of Disease” Calculations in Surgery and a Call for Alternative Metrics","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Metric (unit); Disease burden; Burden of disease; Health care; Vascular surgery; Disease; Cardiac surgery; Operations management; Surgery; Pathology","score_opus":0.06922200722886851,"score_gpt":0.31260199391199145,"score_spread":0.24337998668312294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032451896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821863,0.009550154,0.00018200904,0.007341537,0.0001728751,0.0004492928,0.000021686703,0.000005904103,0.00009022282],"genre_scores_gemma":[0.9978859,0.0011839085,0.0003936929,0.00026603005,0.00013801528,0.00003807555,0.000011297079,0.000021098036,0.0000619992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997755,0.00013279745,0.0010661357,0.00018616112,0.00044998637,0.00040990862],"domain_scores_gemma":[0.9940684,0.0042349338,0.00057132804,0.00015835521,0.00050219265,0.00046479888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015626226,0.00017525276,0.0009878043,0.0023900766,0.000031611664,0.000016712896,0.00004983427,0.000054665274,0.00002413653],"category_scores_gemma":[0.0011781208,0.00013516551,0.00023459681,0.0009846687,0.00008179638,0.00023471341,0.000013442244,0.00025134976,8.0953413e-7],"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":[0.0020698525,0.00043696078,0.97774,0.0011431099,0.00007713441,0.00043619837,0.00030994942,0.0005798293,0.000015383306,0.00009318098,0.0019170934,0.015181294],"study_design_scores_gemma":[0.0015982022,0.00011807848,0.98964775,0.0029364175,0.00007954749,0.00003988362,0.00041674977,0.0028278613,0.000018860901,0.00026408074,0.0018745948,0.00017795591],"about_ca_topic_score_codex":0.0006762048,"about_ca_topic_score_gemma":0.0005201743,"teacher_disagreement_score":0.015699565,"about_ca_system_score_codex":0.00015337438,"about_ca_system_score_gemma":0.0008727832,"threshold_uncertainty_score":0.55118895},"labels":[],"label_agreement":null},{"id":"W2032786313","doi":"10.1007/s00268-012-1453-z","title":"Hepatocellular Telomere Length in Biliary Atresia Measured by Q‐FISH","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Telomeres, Telomerase, and Senescence","field":"Medicine","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":"Terry Fox Research Institute","funders":"Jichi Medical University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Biliary atresia; Telomere; Liver transplantation; Atresia; Centromere; Gastroenterology; Fluorescence in situ hybridization; Internal medicine; Medicine; Liver disease; Transplantation; Biology; Pathology; Chromosome; Genetics; DNA","score_opus":0.04122296970653214,"score_gpt":0.2568471028107716,"score_spread":0.21562413310423947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032786313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826952,0.013031092,0.000026320151,0.002247531,0.0010517566,0.00014523014,0.0000073825067,0.000029529157,0.00076593657],"genre_scores_gemma":[0.99548274,0.0013929117,0.00021385221,0.0009585832,0.0007978336,0.0000032608875,0.000009177515,0.00004773345,0.0010939046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970219,0.00019708404,0.0011155143,0.00019084972,0.00079689245,0.00067776645],"domain_scores_gemma":[0.9979279,0.000498309,0.00047252746,0.00031695733,0.00020356338,0.0005807499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021249037,0.0002694977,0.00094024884,0.0010113489,0.000064034386,0.000022675693,0.00015287125,0.000100248944,0.0003157886],"category_scores_gemma":[0.0004072657,0.00022394996,0.00040053023,0.00096975535,0.00010591053,0.00047087594,0.0000297216,0.0007009267,0.000036210065],"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":[0.00034061517,0.00050020585,0.89379084,0.00009992054,0.00008869439,0.00049042125,0.00020797692,0.0000011612149,0.010459499,0.000015237411,0.078766465,0.015238974],"study_design_scores_gemma":[0.0013162377,0.000068240304,0.8594577,0.0009801885,0.0001553514,0.0009946949,0.00027803183,0.000024715238,0.01583962,0.00004895293,0.120399736,0.00043657236],"about_ca_topic_score_codex":0.00005727076,"about_ca_topic_score_gemma":0.000029869361,"teacher_disagreement_score":0.041633267,"about_ca_system_score_codex":0.00017742426,"about_ca_system_score_gemma":0.0002926241,"threshold_uncertainty_score":0.9132414},"labels":[],"label_agreement":null},{"id":"W2034526268","doi":"10.1007/s00268-002-6616-x","title":"Current National Health Insurance Policies for Thyroid Cancer Prophylactic Surgery in the United States","year":2002,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Thyroidectomy; Thyroid cancer; Medicaid; Family history; Genetic testing; Papillary thyroid cancer; Public health; Vascular surgery; Prophylactic Surgery; Cancer; Family medicine; Thyroid; Surgery; Cardiac surgery; Internal medicine; Health care; Pathology; Breast cancer","score_opus":0.07113527163624017,"score_gpt":0.3389252397681801,"score_spread":0.26778996813193995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034526268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527127,0.033533897,0.00018739066,0.01234091,0.0009369405,0.00017435088,0.00008001202,0.0000032146354,0.000030595296],"genre_scores_gemma":[0.98625815,0.010658352,0.00010929917,0.00209981,0.0006854424,0.000049204802,0.00004405057,0.000015893744,0.00007978993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986661,0.00015629064,0.00053189014,0.000121101,0.00028899172,0.0002356064],"domain_scores_gemma":[0.9985499,0.00045866976,0.00046840386,0.000113875285,0.00036149705,0.00004767724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011594818,0.00011133544,0.00021857287,0.0004483859,0.00009375315,0.000031445285,0.00014077105,0.000027911634,0.000019758647],"category_scores_gemma":[0.00027193796,0.00008296333,0.00016709112,0.00058140006,0.00006909384,0.000011689347,0.000014304738,0.000158259,9.958766e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003042016,0.0005132965,0.26415,0.0002936137,0.00015366382,0.000007551525,0.0013304863,0.0097176675,0.002604295,0.000075876465,0.6651556,0.05569373],"study_design_scores_gemma":[0.0007589784,0.00012781545,0.21019718,0.00037436438,0.000016497846,0.00011841815,0.0004035744,0.00030551766,0.0033560048,0.0008350491,0.783085,0.0004216295],"about_ca_topic_score_codex":0.000054671284,"about_ca_topic_score_gemma":0.00019663351,"teacher_disagreement_score":0.117929354,"about_ca_system_score_codex":0.00014614787,"about_ca_system_score_gemma":0.0005889631,"threshold_uncertainty_score":0.33831462},"labels":[],"label_agreement":null},{"id":"W2034527175","doi":"10.1007/s00268-012-1593-1","title":"Trauma Quality Improvement in Low and Middle Income Countries of the Asia–Pacific Region: A Mixed Methods Study","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":38,"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 Calgary","funders":"Health and Medical Research Fund; National Medical Research Council; National Health and Medical Research Council; Royal Australasian College of Surgeons; Canadian Institutes of Health Research; Alberta Innovates; Australian Agency for International Development","keywords":"Medicine; Nonprobability sampling; Workload; Thematic analysis; Government (linguistics); Asia pacific; Nursing; Family medicine; Environmental health; Qualitative research; Population; Management; Business","score_opus":0.08751232634518281,"score_gpt":0.36427286650328516,"score_spread":0.27676054015810236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034527175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989854,0.006331557,0.000018034874,0.0015831905,0.0014475468,0.00019724554,0.0000017265262,0.0000045869515,0.0005621384],"genre_scores_gemma":[0.9989025,0.00034238226,0.00022754808,0.000050678267,0.00020516977,0.0000060432294,1.6870656e-7,0.000010665332,0.00025483186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978263,0.00042551104,0.0010235009,0.000096961936,0.00038233612,0.0002454128],"domain_scores_gemma":[0.9983725,0.0006058803,0.0005156544,0.0002103366,0.00019111393,0.00010452063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040739193,0.00013805043,0.0007310953,0.00029854145,0.00006992114,0.0000068423715,0.000069026624,0.000031338317,0.000027256652],"category_scores_gemma":[0.0002955062,0.000084246385,0.00022714901,0.0004386626,0.00013788384,0.00013572088,0.000051435098,0.00026244568,4.0766605e-7],"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":[0.00033585442,0.000447336,0.9753315,0.00034912038,0.00021261332,0.0000186707,0.003984824,4.1320382e-7,0.00017508093,0.00005646012,0.0007125258,0.018375626],"study_design_scores_gemma":[0.000689152,0.000105574996,0.98191226,0.0007094153,0.00011251329,0.000053390417,0.012358173,3.529781e-7,0.0014575893,0.000050659073,0.002467886,0.00008304989],"about_ca_topic_score_codex":0.000060384395,"about_ca_topic_score_gemma":0.00014488414,"teacher_disagreement_score":0.018292576,"about_ca_system_score_codex":0.00006879089,"about_ca_system_score_gemma":0.000072841816,"threshold_uncertainty_score":0.34354678},"labels":[],"label_agreement":null},{"id":"W2037476481","doi":"10.1007/s00268-005-0369-2","title":"Anti‐High‐Mobility Group Box Chromosomal Protein 1 Antibodies Improve Survival of Rats with Sepsis","year":2006,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"HMGB1; Medicine; Sepsis; Cecum; H&E stain; Antibody; Immunohistochemistry; Lung; Gastroenterology; Inflammation; Immunology; Internal medicine; Pathology","score_opus":0.014661222528151727,"score_gpt":0.26629827429531383,"score_spread":0.2516370517671621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037476481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997207,0.0010990254,0.0007318367,0.00031130546,0.00023593937,0.00015965772,0.000023221535,0.0000046507694,0.00022738744],"genre_scores_gemma":[0.9964843,0.00013286223,0.001906497,0.000016414517,0.0005560347,0.000004901331,0.000032017375,0.000022508091,0.00084448984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984069,0.00014782023,0.00055234635,0.00024000059,0.0003842637,0.00026867774],"domain_scores_gemma":[0.99848324,0.00007764521,0.0005115177,0.00031502615,0.00054003263,0.000072537645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008284735,0.00015525852,0.0004003644,0.00017724012,0.00006293612,0.000017934197,0.00015890713,0.000056175468,0.000042083895],"category_scores_gemma":[0.00017029318,0.00011998169,0.00014640103,0.00031011325,0.00022046338,0.000024049337,0.000060271563,0.000182571,0.0000013843855],"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":[0.00044152446,0.00025322323,0.0603523,0.00009935565,0.000081527156,0.000023266162,0.000005486964,0.00013424653,0.93609244,0.00007638794,0.0007923447,0.001647919],"study_design_scores_gemma":[0.00035007636,0.0002248291,0.083192706,0.00009061523,0.000016958558,0.00002297773,0.000025803954,0.0000017434382,0.9086187,0.00018363114,0.007102303,0.00016968297],"about_ca_topic_score_codex":0.0000416638,"about_ca_topic_score_gemma":0.00006330028,"teacher_disagreement_score":0.027473742,"about_ca_system_score_codex":0.000021679945,"about_ca_system_score_gemma":0.00021491873,"threshold_uncertainty_score":0.48927113},"labels":[],"label_agreement":null},{"id":"W2038954075","doi":"10.1007/s00268-003-7100-y","title":"Priority Setting in Surgery: Improve theProcess and Share the Learning","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":34,"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":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Purchasing; Medicine; Elective surgery; Quality (philosophy); Operations management; Process (computing); Vascular surgery; Process management; Computer science; Business; Surgery; Cardiac surgery; Economics","score_opus":0.06531677493304655,"score_gpt":0.2713981665015549,"score_spread":0.20608139156850835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038954075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95854765,0.0136143835,0.00020580285,0.017578721,0.0011349221,0.00015956942,0.0000114024715,0.000013478232,0.008734051],"genre_scores_gemma":[0.997611,0.0011613113,0.00004706005,0.00064986374,0.00012570545,0.0000032699884,5.2265204e-7,0.000011467069,0.00038983484],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986227,0.000093432995,0.0008255584,0.00013898558,0.000047004265,0.00027230562],"domain_scores_gemma":[0.9981111,0.00097395503,0.0007017489,0.00010363688,0.00003605033,0.000073474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060703414,0.00009157095,0.00040009958,0.0005002596,0.00011538693,0.00006621726,0.00007918324,0.00003247529,0.00007176402],"category_scores_gemma":[0.0014206865,0.000077429475,0.00011439128,0.0003870046,0.000031359064,0.00022068493,0.00002728076,0.00040115885,0.000009486988],"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":[0.000014055715,0.000033063672,0.9485305,0.0001247446,0.00003109943,0.00003260868,0.00059576327,0.000046199464,0.0000021287913,0.026377255,0.0016750194,0.022537546],"study_design_scores_gemma":[0.0002672575,0.00001729839,0.34727964,0.00026321542,0.000007712078,0.00004472857,0.00064297655,0.0001768795,0.00005470976,0.021329569,0.62962383,0.00029219175],"about_ca_topic_score_codex":0.00022974347,"about_ca_topic_score_gemma":0.00012703025,"teacher_disagreement_score":0.6279488,"about_ca_system_score_codex":0.0000632578,"about_ca_system_score_gemma":0.00007689266,"threshold_uncertainty_score":0.31574824},"labels":[],"label_agreement":null},{"id":"W2038986729","doi":"10.1007/s002680010204","title":"Prostatitis: The Last Frontier","year":2000,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":6,"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 General Hospital; Queen's University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Prostatitis; Medicine; Frontier; Prostate cancer; Disease; Prostate disease; Prostate; General surgery; Intensive care medicine; Urology; Internal medicine; Political science; Cancer","score_opus":0.10517003135377546,"score_gpt":0.3683992497385004,"score_spread":0.26322921838472496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038986729","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000807205,0.9914286,0.0000031843847,0.00062455505,0.00057599496,0.00041134827,0.000023510112,0.000009283864,0.006915458],"genre_scores_gemma":[0.0000122795045,0.9815118,0.00006752597,0.00014970946,0.0012804847,0.000016240785,0.00002667278,0.00006389661,0.016871423],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709886,0.00037698034,0.0012120156,0.00016650713,0.00073961465,0.0004060219],"domain_scores_gemma":[0.9974422,0.0011792266,0.00059632724,0.00034455582,0.00018913692,0.00024854494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016313804,0.0002979911,0.00217496,0.0009250616,0.00010471336,0.00006806294,0.0002183653,0.000103318445,0.0019919784],"category_scores_gemma":[0.000111433976,0.00015254495,0.0013637467,0.000795535,0.00014033106,0.00011616562,0.000040953175,0.0015300808,0.00017913363],"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":[0.00006645159,0.00007967426,0.00023372169,0.004358862,0.00041107065,0.0014030711,0.000033342647,7.42088e-8,2.4136092e-8,0.0000028698344,0.2122364,0.7811744],"study_design_scores_gemma":[0.00014854438,0.00007583254,0.0001587588,0.021717768,0.0008109895,0.004428003,0.000014978212,1.412527e-7,3.541551e-7,0.00003274808,0.9724736,0.0001382557],"about_ca_topic_score_codex":0.000004560775,"about_ca_topic_score_gemma":0.0000039841375,"teacher_disagreement_score":0.7810362,"about_ca_system_score_codex":0.00010568689,"about_ca_system_score_gemma":0.0018151131,"threshold_uncertainty_score":0.9989203},"labels":[],"label_agreement":null},{"id":"W2040285805","doi":"10.1007/s00268-003-7096-3","title":"Introducing New Technologies: Protecting Subjects of Surgical Innovation and Research","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":86,"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 Toronto","funders":"","keywords":"Ratification; Conflict of interest; Institutional review board; Medicine; Clinical trial; Clinical research; Health care; Research ethics; Public relations; Political science; Surgery; Law; Pathology","score_opus":0.10314253861303593,"score_gpt":0.3661538445451008,"score_spread":0.2630113059320649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040285805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96713763,0.0023950166,0.0005891227,0.02882864,0.0002668057,0.00014334076,1.57002e-7,0.000016592918,0.0006227166],"genre_scores_gemma":[0.9969306,0.0003549436,0.002207742,0.000020624704,0.00020079422,6.3543825e-7,5.0592587e-7,0.0000073103774,0.00027682533],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984637,0.00013889467,0.00059344,0.000096563264,0.0005485363,0.00015889846],"domain_scores_gemma":[0.99795115,0.0009052788,0.00031370885,0.000102278405,0.0006666727,0.000060889124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077429023,0.000056507364,0.00029407375,0.0014563812,0.00007244813,0.000011730756,0.00003267485,0.000117686344,0.000029472847],"category_scores_gemma":[0.0034926261,0.00003990823,0.000049862516,0.0022264568,0.0003413925,0.0000722624,0.00002073621,0.0009833442,4.1837916e-7],"study_design_candidate":"design_other","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":[0.0008173164,0.00030675015,0.07963203,0.0009437241,0.00018985207,0.0004077818,0.0009813022,0.000018083503,0.091622904,0.043546427,0.009500905,0.7720329],"study_design_scores_gemma":[0.0076416805,0.0013590917,0.06574344,0.013299638,0.0001881057,0.007799729,0.007559935,0.00029807148,0.46638948,0.12366506,0.30535796,0.0006978195],"about_ca_topic_score_codex":0.000011004973,"about_ca_topic_score_gemma":0.0000022184831,"teacher_disagreement_score":0.7713351,"about_ca_system_score_codex":0.00004284492,"about_ca_system_score_gemma":0.00050535524,"threshold_uncertainty_score":0.42721957},"labels":[],"label_agreement":null},{"id":"W2041005190","doi":"10.1007/s00268-010-0404-9","title":"Impairment of Cognitive Function Reported by Patients Suffering from Carcinoid Syndrome","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","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":"Foothills Medical Centre; Alberta Health Services; University of Calgary","funders":"","keywords":"Visual memory; Neurocognitive; Verbal memory; Cognition; Medicine; Audiology; Recall; Cognitive test; Psychology; Psychiatry; Cognitive psychology","score_opus":0.022334517803289985,"score_gpt":0.2832664537100022,"score_spread":0.2609319359067122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041005190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815935,0.00031999624,0.000012884884,0.00022592775,0.0009239285,0.00016247928,0.000025528512,0.000011464299,0.00015843374],"genre_scores_gemma":[0.9993226,0.00006012363,0.00006211622,0.00008040965,0.000114366834,0.0000035830976,0.00003258208,0.000022887081,0.00030133425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979978,0.000061549465,0.00080389035,0.00014993953,0.00073000893,0.00025681854],"domain_scores_gemma":[0.9975634,0.0007216035,0.00073512574,0.00016029566,0.0005620902,0.00025749067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034265328,0.00012878864,0.00052726216,0.00047256643,0.000035502682,0.000010966563,0.00005861849,0.00000959542,0.00040892453],"category_scores_gemma":[0.0010285815,0.00010506092,0.00021247457,0.00030689233,0.00008485409,0.00021568051,0.000036315767,0.00059466215,0.000005506396],"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":[0.0012903092,0.00055243983,0.94633746,0.000049170038,0.00021449964,0.0040717996,0.000022924492,5.247254e-7,0.040028296,7.206908e-7,0.004413485,0.0030183815],"study_design_scores_gemma":[0.0013943742,0.0005536604,0.96371865,0.0004936178,0.00016988268,0.0016031942,0.00006924894,0.0000027386452,0.030614436,0.000052652722,0.0012340402,0.000093485665],"about_ca_topic_score_codex":0.00006853911,"about_ca_topic_score_gemma":0.000021874032,"teacher_disagreement_score":0.017381221,"about_ca_system_score_codex":0.000037921374,"about_ca_system_score_gemma":0.00014577534,"threshold_uncertainty_score":0.44774368},"labels":[],"label_agreement":null},{"id":"W2041885363","doi":"10.1007/s00268-012-1538-8","title":"Robot‐assisted Thoracoscopic Lymphadenectomy Along the Left Recurrent Laryngeal Nerve for Esophageal Squamous Cell Carcinoma in the Prone Position: Technical Report and Short‐term Outcomes","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Medicine; Recurrent laryngeal nerve; Surgery; Esophagectomy; Lymphadenectomy; Cardiothoracic surgery; Prone position; Esophageal cancer; Lymph node; Cancer; Internal medicine","score_opus":0.060830496239211655,"score_gpt":0.34686696551093815,"score_spread":0.2860364692717265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041885363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590913,0.032807514,0.000041504696,0.0066583557,0.0003357153,0.00085548183,0.000008213539,0.000012047399,0.0001898918],"genre_scores_gemma":[0.9984664,0.000098420714,0.0002922292,0.00025857263,0.0005741815,0.00007557054,0.000024652285,0.000024752944,0.0001852422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997558,0.00024530682,0.0008229936,0.00018777327,0.00066443224,0.00052148075],"domain_scores_gemma":[0.9976661,0.0012908856,0.00029839406,0.0003188582,0.00014831965,0.0002774176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024107338,0.00021878061,0.0006059508,0.0003026121,0.00017093394,0.000056653666,0.00014899393,0.00006480331,0.000033556116],"category_scores_gemma":[0.00016734631,0.00011266778,0.0003343508,0.00026511675,0.00011987766,0.00022377765,0.000050800343,0.0004468371,0.0000012435571],"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":[0.0005810315,0.00071776577,0.985114,0.00015415522,0.000055717766,0.0055025653,0.00017769764,0.0000012658332,0.00013844046,0.000017172584,0.0016802471,0.005859991],"study_design_scores_gemma":[0.0012105198,0.00034438612,0.98691386,0.00012760452,0.00022779765,0.009900407,0.00008264697,0.0000042600755,0.00090515055,0.000021163982,0.00017021489,0.000092015194],"about_ca_topic_score_codex":0.000051654148,"about_ca_topic_score_gemma":0.00018271472,"teacher_disagreement_score":0.0393751,"about_ca_system_score_codex":0.00028392975,"about_ca_system_score_gemma":0.00033588696,"threshold_uncertainty_score":0.45944586},"labels":[],"label_agreement":null},{"id":"W2042814207","doi":"10.1007/s00268-007-9385-8","title":"Long‐term Result of Total versus Partial Fundoplication after Esophagomyotomy for Primary Esophageal Motor Disorders","year":2008,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":22,"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 de l’Université de Montréal","funders":"","keywords":"Medicine; Achalasia; Dysphagia; Nissen fundoplication; Esophagus; Surgery; Abdominal surgery; Thoracotomy; Cardiothoracic surgery; Internal medicine; Reflux","score_opus":0.0317057561395,"score_gpt":0.28382136768547034,"score_spread":0.25211561154597034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042814207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996628,0.0014777863,0.0002328186,0.0002796683,0.0007397119,0.00038837735,0.000034225322,0.000014429335,0.00020501424],"genre_scores_gemma":[0.9968347,0.00019113439,0.00095293584,0.00007831401,0.00056886225,0.000044279168,0.00003934762,0.00003346718,0.0012569668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980934,0.000045990157,0.0008601735,0.00019363707,0.0004782428,0.000328534],"domain_scores_gemma":[0.99818254,0.0004838019,0.00058116374,0.0002450231,0.00025204153,0.0002554063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003034991,0.00020691418,0.0006614267,0.00043002405,0.00007292988,0.000009206407,0.0000707274,0.00006489675,0.000097754964],"category_scores_gemma":[0.00014012188,0.00016861335,0.00060724164,0.00024509683,0.00017547113,0.00022614161,0.000024501038,0.00019038742,0.00000891407],"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":[0.013617164,0.000802317,0.96881914,0.00016682326,0.0004609638,0.0012436308,0.000090729096,0.0000062658482,0.00032489625,0.000010112941,0.0008822515,0.013575723],"study_design_scores_gemma":[0.005528511,0.0005844036,0.99129057,0.000111472444,0.00027209145,0.0002666156,0.00000524736,0.000004916639,0.001689447,0.000014917471,0.0001587514,0.000073034505],"about_ca_topic_score_codex":0.000004017252,"about_ca_topic_score_gemma":0.0000027803685,"teacher_disagreement_score":0.022471469,"about_ca_system_score_codex":0.00013293794,"about_ca_system_score_gemma":0.00028573183,"threshold_uncertainty_score":0.68758523},"labels":[],"label_agreement":null},{"id":"W2043196404","doi":"10.1007/s00268-011-1059-x","title":"Laparoscopic Splenectomy: Standardized Approach","year":2011,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":64,"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":"Medicine; Splenectomy; Abdominal surgery; Laparoscopy; Surgery; General surgery; Laparoscopic surgery; Achalasia; Venous thrombosis; Vascular surgery; Cardiac surgery; Thrombosis; Esophagus; Internal medicine; Spleen","score_opus":0.15661314846928737,"score_gpt":0.36273805411963433,"score_spread":0.20612490565034697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043196404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000047659996,0.98671794,0.000048462905,0.000031417097,0.0011134222,0.00026341056,0.000018295015,0.000020784353,0.011738624],"genre_scores_gemma":[0.00005821717,0.99318063,0.0014970698,0.000080432765,0.0012867722,0.000010102516,0.000020114445,0.00008409565,0.0037825564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968989,0.00021932689,0.0018045381,0.0002277174,0.0004818505,0.00036767],"domain_scores_gemma":[0.9968221,0.00057130685,0.0016502616,0.00036539894,0.00027012124,0.00032078952],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001460124,0.00045613846,0.0055529643,0.0013075577,0.000065048655,0.00003319369,0.00019518126,0.00020251921,0.00090341683],"category_scores_gemma":[0.00024569416,0.00029591133,0.0023468724,0.00062442175,0.00015563547,0.0001447337,0.00004145237,0.0010581281,0.000063660074],"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":[0.00038725924,0.0002048,0.00020577172,0.020163601,0.0010150116,0.00040088937,0.00005058572,1.9893134e-8,4.3764936e-7,0.00014578337,0.04407325,0.9333526],"study_design_scores_gemma":[0.0004256681,0.00008216989,0.000055454377,0.030964565,0.002815813,0.001580211,0.000017047783,5.878679e-8,0.0000069739003,0.00003622133,0.96377766,0.0002381849],"about_ca_topic_score_codex":0.000003052236,"about_ca_topic_score_gemma":7.1429025e-7,"teacher_disagreement_score":0.9331144,"about_ca_system_score_codex":0.0001760111,"about_ca_system_score_gemma":0.0016719806,"threshold_uncertainty_score":0.9999493},"labels":[],"label_agreement":null},{"id":"W2044537732","doi":"10.1007/s00268-013-2118-2","title":"Impact of an Acute Care Surgery Model with a Dedicated Daytime Operating Room on Outcomes and Timeliness of Care in Patients with Biliary Tract Disease","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Emergency medicine; Retrospective cohort study; Cohort; Cardiothoracic surgery; Vascular surgery; Abdominal surgery; Cardiac surgery; Disease; Demographics; Internal medicine; Surgery","score_opus":0.012293450369519796,"score_gpt":0.2633312587887902,"score_spread":0.2510378084192704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044537732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895644,0.000457346,0.000005391862,0.00017748507,0.00003359125,0.00029396816,0.00004254536,0.0000066141884,0.00002661127],"genre_scores_gemma":[0.99951106,0.00004096826,0.00020855102,0.000077000215,0.00002101204,0.0000053084327,0.00008592687,0.000033624656,0.00001655269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982332,0.00007663941,0.00074208615,0.0001820802,0.0005237822,0.00024223459],"domain_scores_gemma":[0.9979267,0.00026771615,0.00048149962,0.00022716483,0.00076516357,0.00033171897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021677691,0.00023683543,0.00097592757,0.00077128765,0.000031882937,0.00001701936,0.000068905196,0.000043196866,0.000052956908],"category_scores_gemma":[0.000109191256,0.00013332041,0.00022018586,0.0003987923,0.000080534766,0.0003928479,0.00001508024,0.00025070994,4.2567825e-7],"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":[0.00232789,0.0007738309,0.98846096,0.00021447754,0.00025116254,0.00009419875,0.00063404575,0.0016108261,0.00008424352,1.01396495e-7,0.00019197432,0.0053562787],"study_design_scores_gemma":[0.0018819524,0.00066500274,0.9945132,0.0011838482,0.00024814674,0.000012928191,0.00055726635,0.00069433416,0.000086227614,0.0000023147315,7.554218e-7,0.00015399141],"about_ca_topic_score_codex":0.0001322842,"about_ca_topic_score_gemma":0.00003629675,"teacher_disagreement_score":0.0060522617,"about_ca_system_score_codex":0.000066838715,"about_ca_system_score_gemma":0.0007885928,"threshold_uncertainty_score":0.5436649},"labels":[],"label_agreement":null},{"id":"W2044580404","doi":"10.1007/s00268-015-2977-9","title":"Evolution of Patient Outcomes Over 14 Years in a Mature, Inclusive Canadian Trauma System","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux; Université Laval; Hôpital de l'Enfant-Jésus; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Cardiac surgery; Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Medicine; General surgery; Medical emergency; Surgery","score_opus":0.02587356642305641,"score_gpt":0.2691232582006956,"score_spread":0.2432496917776392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044580404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98979807,0.00355254,0.0000017188568,0.00065526547,0.0015981753,0.00007828165,0.000008766025,0.0000051740385,0.004302021],"genre_scores_gemma":[0.99958915,0.000028067458,0.00004819432,0.00009946439,0.000105549945,0.0000015616288,0.0000013558703,0.000010629775,0.000116038056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866736,0.000050032264,0.0006227352,0.00007205363,0.00038760723,0.00020021354],"domain_scores_gemma":[0.99900997,0.00007780962,0.00026795937,0.00009848638,0.0002985,0.00024728072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044675998,0.00009495136,0.00053473306,0.0009845016,0.000020647467,0.0000031489315,0.00004304899,0.000043632048,0.000024639032],"category_scores_gemma":[0.0001715851,0.000075295065,0.00020135984,0.00041515531,0.00003174682,0.00007773368,0.000016160195,0.00019114921,0.000003725403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018443879,0.000058525766,0.9574258,0.00008072421,0.00012130864,0.0005850902,0.0016922427,0.00003752647,0.000017246244,0.00015575478,0.034451365,0.0051899846],"study_design_scores_gemma":[0.0005670654,0.000052130574,0.9836654,0.0006110656,0.000051943873,0.00009228713,0.003050915,0.0000041651374,0.000030292193,0.000046006287,0.011755687,0.0000730475],"about_ca_topic_score_codex":0.019838223,"about_ca_topic_score_gemma":0.06143949,"teacher_disagreement_score":0.04160127,"about_ca_system_score_codex":0.0008732525,"about_ca_system_score_gemma":0.00060040905,"threshold_uncertainty_score":0.98668873},"labels":[],"label_agreement":null},{"id":"W2045420793","doi":"10.1007/s00268-014-2775-9","title":"The Rate‐Limiting Step: The Provision of Safe Anesthesia in Low‐Income Countries","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Developing country; Economic growth; Economics","score_opus":0.014431421915186858,"score_gpt":0.26749971824004554,"score_spread":0.25306829632485867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045420793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97621524,0.002692883,0.000025286094,0.019573446,0.00045840134,0.00015239362,5.873866e-7,0.000006276748,0.0008754633],"genre_scores_gemma":[0.9969618,0.00080498756,0.00004094459,0.0015147766,0.00030638723,0.0000020708003,6.4318783e-7,0.000012820424,0.000355576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748176,0.00038659095,0.0011653312,0.000089387286,0.00048261863,0.00039431767],"domain_scores_gemma":[0.9930808,0.005449586,0.00076825346,0.00023450829,0.0003101428,0.00015669368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008781217,0.00012314918,0.0005680534,0.00027448867,0.00015807075,0.00002680076,0.00012672869,0.000045551733,0.000026717657],"category_scores_gemma":[0.0011687264,0.00006115321,0.00021775858,0.00045180492,0.00015117135,0.00010551981,0.000018241022,0.0003912701,0.000008155795],"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":[0.0017655733,0.000088208144,0.954893,0.00041369227,0.00003473833,0.00040922608,0.00013975964,0.000033469754,0.00007221039,0.0012697206,0.011877641,0.029002773],"study_design_scores_gemma":[0.0006277923,0.00009647382,0.8235588,0.0028439036,0.000037315272,0.0008221526,0.00027430075,0.00020653791,0.00029506124,0.00022809957,0.17090422,0.00010533651],"about_ca_topic_score_codex":0.000035038564,"about_ca_topic_score_gemma":0.00004640311,"teacher_disagreement_score":0.15902658,"about_ca_system_score_codex":0.000071768205,"about_ca_system_score_gemma":0.00044724642,"threshold_uncertainty_score":0.3043412},"labels":[],"label_agreement":null},{"id":"W2045597788","doi":"10.1007/s00268-015-3043-3","title":"What Should We Tell Our Patients? Lifetime Guarantee or is it 5‐ to 10‐year Warranty on a Parathyroidectomy for Primary Hyperparathyroidism?","year":2015,"lang":"en","type":"editorial","venue":"World Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Primary hyperparathyroidism; Parathyroidectomy; Abdominal surgery; Medicine; Vascular surgery; Cardiac surgery; Cardiothoracic surgery; Warranty; Quality of Life Research; Hyperparathyroidism; Primary care; General surgery; Surgery; Internal medicine; Public health; Nursing; Family medicine; Calcium; Parathyroid hormone","score_opus":0.07919290010414795,"score_gpt":0.35114768009113134,"score_spread":0.27195477998698336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045597788","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029841041,0.056130487,0.000029962255,0.019833583,0.88732636,0.0033560556,0.0013001856,0.00008774026,0.0020946115],"genre_scores_gemma":[0.008174664,0.052770913,0.0010974224,0.010867746,0.77615565,0.00032148967,0.0015352282,0.00072326616,0.1483536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926384,0.00019321415,0.0022553923,0.0009035294,0.002947444,0.001062038],"domain_scores_gemma":[0.99185294,0.002322738,0.0016458771,0.00087995897,0.0023195434,0.00097893],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015800181,0.0011615008,0.0034488412,0.0018685489,0.00018698361,0.00028792553,0.0004900617,0.0008301205,0.0001290976],"category_scores_gemma":[0.0020862161,0.0008221426,0.001642661,0.0008883491,0.000060934475,0.00064808124,0.00010950691,0.0014753254,0.00072601007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025233462,0.0021703846,0.00054377137,0.00012096296,0.0010173457,0.00059372647,0.00043525847,0.000010096688,0.000032340395,9.234556e-7,0.9682224,0.0016193244],"study_design_scores_gemma":[0.010735269,0.0028289417,0.00020519897,0.0016146973,0.0010571925,0.00004498058,0.00048364035,0.0000034518253,0.00012398585,0.000057269706,0.9820522,0.0007931544],"about_ca_topic_score_codex":0.000015106687,"about_ca_topic_score_gemma":0.00002381217,"teacher_disagreement_score":0.146259,"about_ca_system_score_codex":0.0007680232,"about_ca_system_score_gemma":0.003461325,"threshold_uncertainty_score":0.99942297},"labels":[],"label_agreement":null},{"id":"W2045658316","doi":"10.1007/s00268-013-2318-9","title":"Clubfoot Care in Low‐Income and Middle‐Income Countries: From Clinical Innovation to a Public Health Program","year":2013,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":31,"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","funders":"","keywords":"Clubfoot; Context (archaeology); Medicine; Public health; Ponseti method; Health care; Best practice; Low and middle income countries; Family medicine; Developing country; Nursing; Surgery; Economic growth; Management; Economics; Geography; Deformity","score_opus":0.18203036405995224,"score_gpt":0.41475871932467284,"score_spread":0.2327283552647206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045658316","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024308005,0.9701413,0.0000036905853,0.002163454,0.0019897886,0.0012274059,0.000040563045,0.00004057721,0.000085205495],"genre_scores_gemma":[0.0027182507,0.99320906,0.00063109124,0.00092033925,0.0019526029,0.00007186675,0.00015605934,0.00009425512,0.00024645685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921347,0.0006110501,0.0053158468,0.00046808337,0.00076492835,0.00070538017],"domain_scores_gemma":[0.9924506,0.0026002734,0.002843821,0.00043582392,0.0009198099,0.00074968836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005307439,0.00054494495,0.0055329315,0.004244069,0.00007844738,0.00017360724,0.00020448871,0.00035601496,0.00016575103],"category_scores_gemma":[0.0015195226,0.00041025315,0.00088883366,0.0032519011,0.00015155687,0.00030371247,0.000117865246,0.0017043928,0.000055218705],"study_design_candidate":"design_other","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":[0.000084238214,0.00020796871,0.08303498,0.017064538,0.00024309228,0.00026971044,0.00011342374,3.9564515e-8,1.7382167e-8,0.000019997831,0.0024804296,0.8964816],"study_design_scores_gemma":[0.00046375493,0.00023532558,0.020360064,0.12020159,0.0001364798,0.00015496598,0.0000690372,4.8996617e-7,6.506185e-8,0.000014567402,0.85806185,0.0003018015],"about_ca_topic_score_codex":0.000077506236,"about_ca_topic_score_gemma":0.00012747564,"teacher_disagreement_score":0.89617974,"about_ca_system_score_codex":0.0005675121,"about_ca_system_score_gemma":0.004489104,"threshold_uncertainty_score":0.99983495},"labels":[],"label_agreement":null},{"id":"W2045754849","doi":"10.1007/s00268-010-0588-z","title":"Evaluation of the Long‐term Trend in Mortality from Injury in a Mature Inclusive Trauma System","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université Laval; Hôpital de l'Enfant-Jésus","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Canadian Health Services Research Foundation","keywords":"Vascular surgery; Abdominal surgery; Cardiac surgery; Cardiothoracic surgery; Medicine; Term (time); General surgery; Intensive care medicine; Surgery","score_opus":0.051548559135156276,"score_gpt":0.3421361334029622,"score_spread":0.2905875742678059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045754849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481153,0.0012931401,5.66791e-7,0.0006168377,0.0018216143,0.00013826058,0.000017842964,0.000003772861,0.0012964043],"genre_scores_gemma":[0.99955255,0.000043265733,0.000014236392,0.000035853027,0.00031816354,0.000004526027,0.000003067049,0.000009126392,0.000019233421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978839,0.00021756647,0.0008161898,0.00010309994,0.0008365516,0.00014269537],"domain_scores_gemma":[0.9988339,0.0001587128,0.0004458372,0.00020935573,0.0002995738,0.00005261935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025582407,0.00011181557,0.00052821613,0.00042272886,0.000031283933,0.0000046652326,0.00009192428,0.000069066286,0.00012242446],"category_scores_gemma":[0.00029546543,0.000071467715,0.00024745357,0.0005397284,0.00006330797,0.00009134543,0.00003495492,0.00057243556,7.402572e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017857326,0.00013036937,0.9604913,0.00008020521,0.0001393035,0.000063747146,0.0012855725,0.000007733164,0.0036979506,0.000012520694,0.00093277503,0.032979958],"study_design_scores_gemma":[0.0006532646,0.000013054747,0.9956995,0.0010298466,0.0002623249,0.000030827792,0.0004838025,0.000015427671,0.0015662436,0.00010124822,0.00008361028,0.000060836443],"about_ca_topic_score_codex":0.00024344673,"about_ca_topic_score_gemma":0.01872054,"teacher_disagreement_score":0.03520822,"about_ca_system_score_codex":0.00015758934,"about_ca_system_score_gemma":0.00024520076,"threshold_uncertainty_score":0.99918526},"labels":[],"label_agreement":null},{"id":"W2050428654","doi":"10.1007/s00268-014-2753-2","title":"Surgical Needs of Nepal: Pilot Study of Population Based Survey in Pokhara, Nepal","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":50,"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","funders":"","keywords":"Nepali; Medicine; Sierra leone; Developing country; Population; South asia; Family medicine; Environmental health; Socioeconomics","score_opus":0.07925128668952997,"score_gpt":0.3248480588583349,"score_spread":0.24559677216880493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050428654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982616,0.00025734623,0.000015242511,0.00029417733,0.0006875762,0.00018138559,0.000006181251,0.0000075680855,0.0002889381],"genre_scores_gemma":[0.9994129,0.00003366322,0.00005681216,0.00019094383,0.0001975561,0.0000014965657,0.000020827465,0.000018990428,0.00006679541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605,0.00080806663,0.0019504589,0.00011298869,0.00071088027,0.0003675832],"domain_scores_gemma":[0.99525875,0.0028001817,0.0009599956,0.00024282202,0.00041632072,0.00032195696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006944986,0.00016608373,0.0013093455,0.0017006109,0.000028034956,0.000006120448,0.00008673343,0.000052295894,0.00011000248],"category_scores_gemma":[0.0010000737,0.00013771956,0.00021464749,0.0014191611,0.00003853763,0.00010753263,0.000017941788,0.0003529733,0.0000021693536],"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":[0.004856265,0.0021162042,0.9873856,0.00014919933,0.00003378541,0.00011804488,0.00004909651,0.00010519816,0.00005783326,0.000022380647,0.0013992083,0.00370723],"study_design_scores_gemma":[0.0025067704,0.0011050439,0.9948058,0.0004500085,0.000041789895,0.00005649181,0.000084348925,0.00015043185,0.000033700002,0.000021111275,0.0006469466,0.00009754875],"about_ca_topic_score_codex":0.0029549522,"about_ca_topic_score_gemma":0.0010194775,"teacher_disagreement_score":0.007420254,"about_ca_system_score_codex":0.00008460493,"about_ca_system_score_gemma":0.000311333,"threshold_uncertainty_score":0.561604},"labels":[],"label_agreement":null},{"id":"W2050833367","doi":"10.1007/s00268-007-9076-5","title":"Telesurgery: Remote Knowledge Translation in Clinical Surgery","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Vascular surgery; The Internet; Telemedicine; Invasive surgery; Robotic surgery; Abdominal surgery; Medical education; Surgery; Cardiac surgery; Computer science; Health care; World Wide Web; Political science","score_opus":0.22998507335968632,"score_gpt":0.41217781336446735,"score_spread":0.18219274000478103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050833367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815289,0.0022989286,0.0008841652,0.00097533397,0.0018866202,0.00009035131,6.0734436e-7,0.000030519077,0.012304625],"genre_scores_gemma":[0.99735266,0.00036055676,0.00050292315,0.00043982695,0.001029109,1.7196962e-7,0.000005428414,0.000025340498,0.00028398342],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99636436,0.00021912743,0.0024649396,0.00016987932,0.00040769114,0.0003740346],"domain_scores_gemma":[0.9806697,0.017996047,0.00058299565,0.00014878191,0.00023421516,0.00036830123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01382178,0.00015554448,0.0010154501,0.0016431957,0.00003877895,0.00001601451,0.000048454913,0.00012763588,0.00032241206],"category_scores_gemma":[0.0019643253,0.00013083049,0.00086805265,0.0013013507,0.00008149103,0.00017497795,0.000008297101,0.0006630965,0.000026423711],"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":[0.0008446662,0.00018654398,0.45711565,0.00002329198,0.00003963249,0.0007574814,0.000072000286,0.000008672946,0.000018296398,0.00001535461,0.00095482264,0.5399636],"study_design_scores_gemma":[0.0014731081,0.000022631193,0.8534995,0.0008017927,0.000049151753,0.0002228469,0.000082155246,0.00022619551,0.000110102315,0.00011493425,0.14324126,0.00015635164],"about_ca_topic_score_codex":0.00000648807,"about_ca_topic_score_gemma":0.00006307827,"teacher_disagreement_score":0.53980726,"about_ca_system_score_codex":0.00007922245,"about_ca_system_score_gemma":0.00035041635,"threshold_uncertainty_score":0.5335113},"labels":[],"label_agreement":null},{"id":"W2051148941","doi":"10.1007/s00268-005-7938-2","title":"Relevance of Electronic Health Information to Doctors in the Developing World: Results of the Ptolemy Project’s Internet‐based Health Information Study (IBHIS)","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Research England; Canadian Institutes of Health Research","keywords":"Relevance (law); The Internet; Reading (process); Medicine; Medical education; Productivity; Family medicine; World Wide Web; Political science; Computer science; Economic growth","score_opus":0.07660802695343628,"score_gpt":0.4296119746780896,"score_spread":0.3530039477246533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051148941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93793887,0.0002738695,0.0032475512,0.051657792,0.0012505996,0.0040990077,0.000052580177,0.000028087326,0.0014516347],"genre_scores_gemma":[0.97463286,0.00008194151,0.0009402317,0.024097402,0.00010259337,0.0000455842,0.000019688874,0.0000066178663,0.000073069226],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880862,0.002078731,0.008187398,0.00009659172,0.00090447813,0.0006466051],"domain_scores_gemma":[0.9890172,0.0019519356,0.0077113076,0.00041875403,0.0007818418,0.00011899461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023145458,0.00018048417,0.0006730667,0.0017489089,0.0003288305,0.00003087491,0.00051293895,0.000053108484,0.000024454395],"category_scores_gemma":[0.0017778195,0.00010879082,0.00014323425,0.002969977,0.00004070198,0.0035590746,0.000077638026,0.0012178683,0.000015276903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030604475,0.00057384686,0.4197838,0.0038776083,0.000052561936,4.0812355e-7,0.22973503,0.0025330847,0.0000014120085,0.0022252572,0.109778196,0.22837834],"study_design_scores_gemma":[0.0018777065,0.00023413083,0.39750907,0.0037622075,0.0000064427827,0.0000030827855,0.009557763,0.00090092997,0.000036752357,0.00005800876,0.5858968,0.00015710556],"about_ca_topic_score_codex":0.0009767383,"about_ca_topic_score_gemma":0.004991828,"teacher_disagreement_score":0.4761186,"about_ca_system_score_codex":0.0013333005,"about_ca_system_score_gemma":0.007297284,"threshold_uncertainty_score":0.9983304},"labels":[],"label_agreement":null},{"id":"W2051372679","doi":"10.1007/s00268-005-7913-y","title":"How to Appraise a Diagnostic Test","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Test (biology); Pre- and post-test probability; Diagnostic test; Medicine; Statistics; Medical physics; Pediatrics; Radiology; Mathematics","score_opus":0.0267527331923707,"score_gpt":0.27590541627933124,"score_spread":0.24915268308696054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051372679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80807436,0.005312151,0.0007061181,0.17838535,0.001130302,0.00020459153,0.0000060473308,0.000040855397,0.0061402144],"genre_scores_gemma":[0.98732704,0.00015817716,0.000982162,0.004203205,0.0023232845,0.0000019406266,9.813424e-7,0.000017269194,0.0049859197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904025,0.000021053498,0.00033341465,0.000082744,0.00031213206,0.00021043849],"domain_scores_gemma":[0.99549764,0.0036714762,0.0001782328,0.00013784236,0.00014585894,0.0003689382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004273092,0.000104668914,0.00038069027,0.0005150948,0.000034792072,0.000037569054,0.00006113948,0.000030833333,0.0002436045],"category_scores_gemma":[0.0060399156,0.000075901575,0.00021507242,0.00033657506,0.00002560116,0.00014201157,0.0000132844825,0.00026870577,0.00006763957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015839528,0.0003668324,0.35207754,0.000036838333,0.000067326895,0.0011163239,0.00026307293,0.000026003885,0.0019519691,0.000018978417,0.50778824,0.13612846],"study_design_scores_gemma":[0.0002986066,0.00006361962,0.20159279,0.0003421418,0.00006907284,0.0006033679,0.000048530877,0.0000038918456,0.001482644,0.00001609915,0.79538655,0.00009266257],"about_ca_topic_score_codex":0.0000018292723,"about_ca_topic_score_gemma":0.000016270722,"teacher_disagreement_score":0.2875983,"about_ca_system_score_codex":0.000042837397,"about_ca_system_score_gemma":0.00012378042,"threshold_uncertainty_score":0.7230779},"labels":[],"label_agreement":null},{"id":"W2051376567","doi":"10.1007/s00268-009-9987-4","title":"What Symptom Improvement Can Be Expected After Operation for Primary Hyperparathyroidism?","year":2009,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":55,"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; University of British Columbia","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Parathyroidectomy; Quality of life (healthcare); Asymptomatic; Vascular surgery; Population; Hyperparathyroidism; Randomized controlled trial; Intensive care medicine; Abdominal surgery; Cardiothoracic surgery; Clinical trial; Pediatrics; Cardiac surgery; Surgery; Internal medicine; Parathyroid hormone","score_opus":0.056789470140865675,"score_gpt":0.33371269814724436,"score_spread":0.2769232280063787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051376567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011661563,0.99564046,0.00002135755,0.0006539709,0.0011955152,0.0011131958,0.000040137886,0.000016115544,0.0001530673],"genre_scores_gemma":[0.00047235368,0.9944074,0.00025904278,0.0011353247,0.00076866546,0.00018728872,0.00036093098,0.000073908326,0.0023350802],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704343,0.00008925029,0.0016151357,0.00033567857,0.00050300424,0.00041350577],"domain_scores_gemma":[0.99764395,0.00034815245,0.0010945481,0.00034363344,0.00027155995,0.00029814887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044147103,0.00054890267,0.0030061158,0.0009809097,0.00008615956,0.0001532534,0.00011658439,0.0001833914,0.000035406418],"category_scores_gemma":[0.000053082593,0.00038660516,0.0017039331,0.0003870347,0.000035976325,0.0003843226,0.000024428982,0.00038519583,0.000010075966],"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":[0.00039966023,0.0008049247,0.0001359263,0.001395224,0.0011198526,0.0005675899,0.000095165735,6.006955e-7,0.000020264066,0.000006256342,0.056635663,0.9388189],"study_design_scores_gemma":[0.0014892357,0.00036323268,0.00031780056,0.006980385,0.0028654255,0.00041435883,0.000050971707,6.9539624e-7,0.00001597592,0.000017715163,0.9871239,0.00036032198],"about_ca_topic_score_codex":0.0000050302087,"about_ca_topic_score_gemma":0.000015531796,"teacher_disagreement_score":0.93845856,"about_ca_system_score_codex":0.0005319932,"about_ca_system_score_gemma":0.0013431362,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W2053108654","doi":"10.1007/s00268-013-1975-z","title":"Impact of Skin Grafting of Venous Leg Ulcers on Functional Status and Pain","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":17,"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; Visual analogue scale; Skin grafting; McGill Pain Questionnaire; Surgery; Prospective cohort study; Abdominal surgery; Physical therapy; Anesthesia","score_opus":0.02927533915675931,"score_gpt":0.27332707947721613,"score_spread":0.24405174032045682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053108654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99697673,0.0020860687,0.0000038001374,0.00026155682,0.000106254054,0.00007967819,0.000009365418,0.0000036790348,0.00047289216],"genre_scores_gemma":[0.9992062,0.0004472926,0.000053826094,0.00008621234,0.00011213064,0.0000021414517,0.000005709146,0.000012399342,0.00007411255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892294,0.00006276519,0.00045293674,0.000074226315,0.00031206,0.0001750617],"domain_scores_gemma":[0.9980487,0.0010166373,0.00045140376,0.00008460529,0.00019891541,0.00019970737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043085375,0.00010501493,0.00047541145,0.0004224049,0.000028289163,0.000010452823,0.000019175983,0.000020848047,0.00048823137],"category_scores_gemma":[0.0002613255,0.00007229293,0.0003617758,0.0001585165,0.000060978433,0.000103441715,0.0000075164426,0.00009615604,0.0000030863766],"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":[0.00047120955,0.0043804324,0.93227863,0.00007667746,0.000624743,0.00006501561,0.0000735576,0.00005886304,0.00026934806,0.000019879442,0.010313875,0.051367767],"study_design_scores_gemma":[0.0007000484,0.0018286214,0.9959212,0.00061491487,0.0001477682,0.000036666057,0.000099170946,0.000007240428,0.0002918076,0.00007250896,0.0002259948,0.00005408072],"about_ca_topic_score_codex":0.00017805536,"about_ca_topic_score_gemma":0.0000045898864,"teacher_disagreement_score":0.06364255,"about_ca_system_score_codex":0.00007593889,"about_ca_system_score_gemma":0.00024277634,"threshold_uncertainty_score":0.5345791},"labels":[],"label_agreement":null},{"id":"W2056156475","doi":"10.1007/s00268-013-2094-6","title":"Trauma in Canada: A Spirit of Equity &amp; Collaboration","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Multidisciplinary approach; Equity (law); Public health; Medicine; Health care; Indigenous; Odds; Economic growth; Public relations; Political science; Nursing; Law; Economics","score_opus":0.0683994606365098,"score_gpt":0.3097029370807542,"score_spread":0.24130347644424438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056156475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867791,0.0020242706,0.000004717161,0.0062861983,0.0006946259,0.00007723153,0.0000031874345,0.0000023070083,0.004128347],"genre_scores_gemma":[0.999005,0.00022815356,0.00012971458,0.00016784303,0.00014446957,0.0000023622608,0.0000015180549,0.0000066825282,0.00031424756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986916,0.000031029882,0.00070473575,0.00005995423,0.00034916378,0.00016350758],"domain_scores_gemma":[0.99893916,0.00014168068,0.00027594797,0.000087333385,0.00046300032,0.000092904294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035005683,0.00007775816,0.0004660847,0.00030509243,0.000019568773,0.000004526444,0.000041882664,0.000018162576,0.0005266167],"category_scores_gemma":[0.00018806991,0.000062283325,0.000102801714,0.0005475442,0.000027765318,0.00011922868,0.000014952269,0.00014686296,0.0000041968815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103897735,0.000080246355,0.7779606,0.00010737505,0.00008322191,0.00006520436,0.00027918565,0.000018071096,0.0014290103,0.000029897048,0.16936529,0.05047799],"study_design_scores_gemma":[0.00032706177,0.000021611979,0.97304475,0.0002737012,0.000032796594,0.00003188751,0.0006127175,0.000002839042,0.00067943207,0.00007812713,0.024832096,0.00006299881],"about_ca_topic_score_codex":0.25578323,"about_ca_topic_score_gemma":0.90064514,"teacher_disagreement_score":0.64486194,"about_ca_system_score_codex":0.0002808859,"about_ca_system_score_gemma":0.0013285233,"threshold_uncertainty_score":0.74917257},"labels":[],"label_agreement":null},{"id":"W2057485398","doi":"10.1007/s00268-007-9138-8","title":"From “Spongy” and “Cold” Hearts to Cellular Cardiomyoplasty: Tales of Canadian Contribution to Global Cardiac Surgery","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac pacing and defibrillation studies","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":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Cardiac surgery; Cardiothoracic surgery; Medicine; Vascular surgery; Abdominal surgery; General surgery; Surgery","score_opus":0.025332734822222466,"score_gpt":0.2676678931484949,"score_spread":0.2423351583262724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057485398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98910266,0.0054848082,0.00023749664,0.0013286705,0.0016302195,0.00014637006,0.00018835062,0.000011394539,0.0018700074],"genre_scores_gemma":[0.9981674,0.00019121582,0.0001734232,0.0003360676,0.0010142295,0.000001035093,0.000011313465,0.000012451457,0.000092857736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819887,0.00007924646,0.00072820624,0.00016495345,0.0004638816,0.00036483238],"domain_scores_gemma":[0.9970983,0.0011358203,0.00022212879,0.0001643973,0.0005503349,0.0008289835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020501302,0.00015736141,0.0013268082,0.0015110451,0.00008285134,0.000022314996,0.000013918406,0.00006059067,0.000008554716],"category_scores_gemma":[0.00070168445,0.00014680627,0.00052559684,0.0012277912,0.000052380612,0.000072879724,0.000026048563,0.000107804495,0.000009936557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046690484,0.000013072586,0.889262,0.000021941854,0.0004659888,0.00029393073,0.00014531634,0.000027650303,0.004741019,0.000039889608,0.10066304,0.0038592275],"study_design_scores_gemma":[0.00014954784,0.000025507994,0.63996625,0.00034982545,0.00016704452,0.00015432421,0.00019146988,2.5019358e-7,0.005193118,0.000011534261,0.35366303,0.0001281115],"about_ca_topic_score_codex":0.011489747,"about_ca_topic_score_gemma":0.00460539,"teacher_disagreement_score":0.253,"about_ca_system_score_codex":0.00024428387,"about_ca_system_score_gemma":0.0003914396,"threshold_uncertainty_score":0.9950928},"labels":[],"label_agreement":null},{"id":"W2057819878","doi":"10.1007/s002680010159","title":"Hashimoto's Disease and Thyroid Lymphoma: Role of the Surgeon","year":2000,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Debulking; Thyroid lymphoma; Thyroid; Thyroiditis; Disease; Lymphoma; Thyroid disease; Pathology; General surgery; Surgery; Internal medicine; Cancer","score_opus":0.03304933559089494,"score_gpt":0.2852167768500989,"score_spread":0.25216744125920393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057819878","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019167257,0.9964042,7.7686636e-8,0.0003563386,0.000399612,0.00031023845,0.00004807184,0.0000057162933,0.00055904704],"genre_scores_gemma":[0.0071248556,0.99161005,0.000008556776,0.000090454625,0.00042536415,0.000018915343,0.000009147607,0.000047141562,0.0006655048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977375,0.00016979832,0.0011709882,0.00019525934,0.0004857118,0.0002407039],"domain_scores_gemma":[0.99714893,0.0007553419,0.0012501538,0.00040584602,0.00009712864,0.0003425794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045941383,0.00033967316,0.0024125034,0.00046368816,0.000061189836,0.000022673894,0.00013464724,0.00007934184,0.0001991458],"category_scores_gemma":[0.000080520316,0.00018354095,0.0017737531,0.00045873705,0.00012068074,0.000067587775,0.000045283425,0.00024935137,0.0000054932616],"study_design_candidate":"design_other","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":[0.00012517042,0.00040724987,0.008919945,0.0031695114,0.0006798098,0.00027777549,0.000014157485,3.0809497e-7,3.6489337e-7,0.000022505987,0.009694125,0.9766891],"study_design_scores_gemma":[0.00045219573,0.00004155085,0.011807169,0.030986482,0.0038261327,0.00039054372,0.0000062525146,1.5552665e-7,0.0000049734062,0.00004973893,0.9522929,0.00014190887],"about_ca_topic_score_codex":0.000021096868,"about_ca_topic_score_gemma":0.000008482275,"teacher_disagreement_score":0.9765472,"about_ca_system_score_codex":0.000189598,"about_ca_system_score_gemma":0.0013286961,"threshold_uncertainty_score":0.74845827},"labels":[],"label_agreement":null},{"id":"W2058617559","doi":"10.1007/s00268-007-9074-7","title":"Fetal Tracheal Occlusion for the Treatment of Congenital Diaphragmatic Hernia","year":2007,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":20,"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; Montreal Children's Hospital","funders":"Medical Research Council Canada; McGill University","keywords":"Congenital diaphragmatic hernia; Medicine; Fetal surgery; Pulmonary hypoplasia; Fetus; Lung; Diaphragmatic hernia; Amnioinfusion; Bronchopulmonary dysplasia; Surgery; Anesthesia; Hernia; Internal medicine; Gestational age; Pregnancy; Oligohydramnios; In utero","score_opus":0.059228354629112225,"score_gpt":0.30585653340241087,"score_spread":0.24662817877329865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058617559","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28315043,0.07376666,0.0007466674,0.6301913,0.00651499,0.003223261,0.00035692682,0.000054989072,0.0019947495],"genre_scores_gemma":[0.67224306,0.011710008,0.002740658,0.2473417,0.037847545,0.00018649298,0.00031389622,0.00065909245,0.026957525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961337,0.00011689744,0.0019606974,0.00022334169,0.0010235214,0.0005418801],"domain_scores_gemma":[0.98848975,0.00883361,0.0015214967,0.00041148925,0.0005954919,0.00014814397],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011670851,0.0005036138,0.0021165374,0.0009443052,0.00014414912,0.000027282978,0.0001855092,0.00030044094,0.00024629047],"category_scores_gemma":[0.00042804633,0.00029464185,0.0020586003,0.00036756633,0.00027794554,0.00007940449,0.00003141074,0.0008534098,0.000015850776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013137303,0.0007419783,0.010964141,0.0013325042,0.0059106345,0.004421434,0.0011484834,0.0000022117158,0.00019718986,0.0000024798826,0.8202794,0.15368578],"study_design_scores_gemma":[0.0026971214,0.0009333017,0.021584136,0.0010326093,0.005121201,0.0018806863,0.00030549263,0.00006360047,0.00030337708,0.00008007479,0.9655696,0.00042876165],"about_ca_topic_score_codex":0.00003058705,"about_ca_topic_score_gemma":0.00008896452,"teacher_disagreement_score":0.38909265,"about_ca_system_score_codex":0.0003618293,"about_ca_system_score_gemma":0.00039216282,"threshold_uncertainty_score":0.9999506},"labels":[],"label_agreement":null},{"id":"W2059878645","doi":"10.1007/s00268-003-7102-9","title":"Collaboration, Communication, Management, and Advocacy: Teaching Surgeons New Skills through the CanMEDS Project","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Medicine; Medical education; Vascular surgery; Faculty development; Professional development; Graduate medical education; Nursing; Cardiac surgery; Surgery; Accreditation","score_opus":0.02624826412571701,"score_gpt":0.3344925259562392,"score_spread":0.30824426183052217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059878645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69664216,0.011521931,0.0072378023,0.18922617,0.0042326227,0.0016755011,0.000004009102,0.00009044451,0.08936936],"genre_scores_gemma":[0.9540284,0.0019627446,0.02542174,0.0054583903,0.0002978738,0.000014495559,0.000017567458,0.000030226627,0.01276855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982676,0.00029123522,0.000743098,0.000103215105,0.00041437862,0.00018049196],"domain_scores_gemma":[0.99802566,0.00058722665,0.00051207194,0.00037922835,0.00043382565,0.000061978884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027486149,0.00011584244,0.000288809,0.0004220053,0.00032665412,0.00006554704,0.00011675401,0.00003954512,0.000105076455],"category_scores_gemma":[0.0021176238,0.00008048594,0.000070691414,0.0012927734,0.00013377475,0.0003048195,0.000023394636,0.0005299321,0.0000033877839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027541222,0.00019356814,0.0673919,0.000048895443,0.00016170232,0.00001600896,0.0030282286,0.000005540588,0.00001534153,0.014479065,0.893224,0.021408202],"study_design_scores_gemma":[0.00050117995,0.000017881424,0.03248609,0.00045662976,0.00015623277,0.00032758058,0.0047340444,0.0000054944308,0.00008254052,0.0024626537,0.9586666,0.00010304679],"about_ca_topic_score_codex":0.00009902038,"about_ca_topic_score_gemma":0.000048796923,"teacher_disagreement_score":0.25738624,"about_ca_system_score_codex":0.00012366843,"about_ca_system_score_gemma":0.0011032239,"threshold_uncertainty_score":0.32821214},"labels":[],"label_agreement":null},{"id":"W2060122562","doi":"10.1007/s00268-013-2382-1","title":"Assessing Patterns of Practice of Sentinel Lymph Node Biopsy for Breast Cancer in Latin America","year":2013,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"Mount Sinai Hospital; Institute for Work & Health; University Health Network; Institute of Health Services and Policy Research; University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Sentinel lymph node; Specialty; General surgery; Biopsy; Vascular surgery; Sentinel node; Latin Americans; Cancer; Surgery; Family medicine; Cardiac surgery; Radiology; Internal medicine","score_opus":0.02137709680543075,"score_gpt":0.30236150958676405,"score_spread":0.2809844127813333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060122562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958134,0.0012323301,0.00042893746,0.0020984092,0.00018603998,0.000054830813,0.00006471328,0.0000012743784,0.00012004761],"genre_scores_gemma":[0.9979793,0.0005042672,0.001091187,0.00016399218,0.00018377755,0.000012531761,0.0000055217088,0.000014772032,0.00004465046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990439,0.000054037697,0.0005048485,0.00010909414,0.00012994892,0.00015821049],"domain_scores_gemma":[0.9983386,0.00023278914,0.00087974174,0.000110529225,0.00040007313,0.00003827596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020934796,0.0001066501,0.00034049407,0.00015168596,0.000020678492,0.0000123080845,0.00006985325,0.0000324192,0.000046226804],"category_scores_gemma":[0.000108989254,0.000089436115,0.00016274732,0.00015164622,0.00004902777,0.000027441034,0.000036127498,0.00005053434,3.5659897e-7],"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":[0.00015368096,0.00017611046,0.9237115,0.000069538604,0.00022529277,0.0000053890867,0.000041637417,0.000075944605,0.05361244,0.0000015697318,0.00038100814,0.021545919],"study_design_scores_gemma":[0.000512265,0.000004482577,0.9902848,0.00029261786,0.000063085245,0.00006559045,0.0003216328,0.000011809483,0.00799958,0.000006954666,0.00035299253,0.00008419193],"about_ca_topic_score_codex":0.00050495693,"about_ca_topic_score_gemma":0.000008454494,"teacher_disagreement_score":0.06657333,"about_ca_system_score_codex":0.000031538184,"about_ca_system_score_gemma":0.00013854154,"threshold_uncertainty_score":0.36470988},"labels":[],"label_agreement":null},{"id":"W2060801312","doi":"10.1007/s00268-007-9137-9","title":"Canadian Surgery: A Reflection on the People and the Land","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Abdominal surgery; Vascular surgery; Cardiothoracic surgery; Cardiac surgery; Medicine; Reflection (computer programming); General surgery; Surgery; Computer science","score_opus":0.06017464653946964,"score_gpt":0.298762623721441,"score_spread":0.2385879771819714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060801312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580728,0.0003684594,0.000015154337,0.027973495,0.00043017082,0.000061882965,4.2731403e-7,0.000006036015,0.013071576],"genre_scores_gemma":[0.9959473,0.00009042412,0.00000533259,0.0031859493,0.00034538395,4.8135536e-7,7.7983213e-7,0.000006997576,0.00041733246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991749,0.00008227484,0.00030772673,0.000051587864,0.00021640526,0.0001671249],"domain_scores_gemma":[0.9934707,0.0060362597,0.00014806094,0.00007536293,0.00008273894,0.0001868311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040483605,0.00006101413,0.00024741504,0.00035341168,0.00014832235,0.000025230363,0.000023542216,0.000024299397,0.0002504879],"category_scores_gemma":[0.00064859405,0.000028285942,0.00014900688,0.00041460892,0.000047985915,0.000036149573,0.0000035949988,0.00025938195,0.0000051246275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014132161,0.000024117628,0.9481713,0.000007339066,0.0000878071,0.00020384601,0.0003345689,0.000014561594,0.000005172223,0.0008739288,0.0069528795,0.04191123],"study_design_scores_gemma":[0.00097001955,0.000014410222,0.8660561,0.00016478152,0.000046465222,0.00033964097,0.00019943372,0.00005645918,0.000036645455,0.00028006357,0.13177805,0.000057984656],"about_ca_topic_score_codex":0.002618767,"about_ca_topic_score_gemma":0.034642495,"teacher_disagreement_score":0.12482516,"about_ca_system_score_codex":0.0000623749,"about_ca_system_score_gemma":0.00016721823,"threshold_uncertainty_score":0.98297274},"labels":[],"label_agreement":null},{"id":"W2061579946","doi":"10.1007/s00268-006-0074-9","title":"Design of Cancer Screening Trials/Randomized Trials for Evaluation of Cancer Screening","year":2006,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cancer; Abdominal surgery; Vascular surgery; Randomized controlled trial; Cardiothoracic surgery; Cardiac surgery; Clinical trial; Surgery; Medical physics; Oncology; Internal medicine","score_opus":0.5071741220323854,"score_gpt":0.49189598805874307,"score_spread":0.01527813397364236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061579946","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000104550294,0.93241173,0.061690923,0.00010489438,0.0018829916,0.0036384664,0.00009685978,0.000015984207,0.000053609856],"genre_scores_gemma":[0.0011253263,0.9883038,0.0063182423,0.000024390569,0.0031088432,0.0006928747,0.00004243345,0.00009882185,0.00028530887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9822166,0.006938409,0.008378152,0.00034978788,0.0017468852,0.00037018256],"domain_scores_gemma":[0.9467671,0.032736816,0.017320761,0.000279716,0.002735055,0.0001605829],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09844551,0.00053523615,0.016837703,0.0025032437,0.00008740011,0.000030814197,0.00016664354,0.00032183222,0.0003251814],"category_scores_gemma":[0.020469537,0.000368554,0.006629441,0.0012262007,0.00012987328,0.00015178292,0.000026446292,0.00062034314,2.6543486e-7],"study_design_candidate":"design_other","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":[0.111041784,0.000058169953,0.00004707166,0.005139982,0.0037698066,0.000004445657,0.000021959202,0.0021438508,0.000023801607,0.0000017657609,0.0036924486,0.8740549],"study_design_scores_gemma":[0.17396328,0.00096637284,0.00012425198,0.27489072,0.16734818,0.0001504349,0.000050504514,0.004374842,0.0012913977,0.000180729,0.37558815,0.0010711314],"about_ca_topic_score_codex":0.00091650436,"about_ca_topic_score_gemma":0.00014143244,"teacher_disagreement_score":0.8729838,"about_ca_system_score_codex":0.00041521539,"about_ca_system_score_gemma":0.0036074305,"threshold_uncertainty_score":0.9998766},"labels":[],"label_agreement":null},{"id":"W2061757896","doi":"10.1007/s00268-003-7040-6","title":"Practice Patterns in Breast Cancer Surgery: Canadian Perspective","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cancer Care Nova Scotia; Dalhousie University","funders":"","keywords":"Medicine; Breast cancer; Mastectomy; General surgery; Cancer; Population; Breast surgery; Disease; Family medicine; Surgery; Internal medicine","score_opus":0.017835257374621605,"score_gpt":0.2762060697987751,"score_spread":0.2583708124241535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061757896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95556235,0.014434349,0.000018480454,0.023929639,0.0016742231,0.00010204145,0.00014144693,0.000004835714,0.004132652],"genre_scores_gemma":[0.9954772,0.0029460932,0.000042763037,0.0010838482,0.00031392125,0.000008014469,0.000004150581,0.000020287023,0.000103739934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988451,0.00016655144,0.000334737,0.00017310034,0.00015811635,0.00032242393],"domain_scores_gemma":[0.9988218,0.00022085791,0.0002734981,0.00013517216,0.000373085,0.00017558759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058634736,0.00014931466,0.00031298914,0.00040992274,0.000059653605,0.00001930106,0.000067366156,0.000049235154,0.00013011994],"category_scores_gemma":[0.0002966828,0.00013585792,0.00018522522,0.00028962755,0.00004088612,0.00001810329,0.000013213574,0.00015250935,0.000002976803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015603154,0.00009361423,0.9819438,0.00000634407,0.0002457783,0.00026072582,0.00012880075,0.000019982708,0.00017153732,0.00007746087,0.015337747,0.0015582084],"study_design_scores_gemma":[0.00034336487,0.0000076133592,0.9330089,0.00017161606,0.00006887062,0.0009912588,0.0016206919,2.1826514e-7,0.0010914524,0.000059455433,0.06239511,0.00024141336],"about_ca_topic_score_codex":0.052596115,"about_ca_topic_score_gemma":0.14358792,"teacher_disagreement_score":0.090991795,"about_ca_system_score_codex":0.00037880268,"about_ca_system_score_gemma":0.0012539092,"threshold_uncertainty_score":0.9537127},"labels":[],"label_agreement":null},{"id":"W2062146513","doi":"10.1007/s002680020011","title":"Recurrence of Hydatid Disease","year":2001,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Albendazole; Medicine; Asymptomatic; Surgery; Disease; Cardiothoracic surgery; Hydatid cyst; Cyst; Abdominal surgery; Radiology; Vascular surgery; Cardiac surgery; Pathology","score_opus":0.17945103335646304,"score_gpt":0.4084379139899355,"score_spread":0.22898688063347247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062146513","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010290426,0.99528754,0.000032899716,0.00004200349,0.0009261135,0.00012312074,0.000019176992,0.0000055381,0.003460709],"genre_scores_gemma":[0.000396737,0.9969283,0.00010996746,0.000032851865,0.0008987988,0.00000411405,0.000012459791,0.000025297351,0.0015914947],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977596,0.000118530996,0.0014677248,0.00012627724,0.00034115592,0.00018672725],"domain_scores_gemma":[0.99699736,0.00073788856,0.0015064985,0.00025379486,0.00026587816,0.00023859288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008873231,0.0002202068,0.00226056,0.0011266089,0.0000405404,0.000011089242,0.00010479413,0.00006337198,0.0007655768],"category_scores_gemma":[0.0004942085,0.0001564179,0.0014568496,0.00072202383,0.00009787888,0.00007685166,0.000019705298,0.0005218538,0.00002466162],"study_design_candidate":"design_other","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":[0.000035344063,0.00021000071,0.0022432574,0.009225545,0.0002361353,0.0007201797,0.000004572267,3.3226232e-7,2.1258546e-7,0.00009094445,0.016448995,0.9707845],"study_design_scores_gemma":[0.000077337085,0.000027882399,0.0007498741,0.067879274,0.001448394,0.00092850596,0.0000021852406,3.1878974e-7,5.699786e-7,0.00004337388,0.92872435,0.00011793298],"about_ca_topic_score_codex":0.0000021019196,"about_ca_topic_score_gemma":6.07837e-7,"teacher_disagreement_score":0.9706665,"about_ca_system_score_codex":0.00008554464,"about_ca_system_score_gemma":0.0009422559,"threshold_uncertainty_score":0.8382529},"labels":[],"label_agreement":null},{"id":"W2062197121","doi":"10.1007/s00268-009-0276-z","title":"Advanced Trauma Operative Management Course: Participant Survey","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":34,"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; Likert scale; Vascular surgery; Confidence interval; Family medicine; Surgery; General surgery; Cardiac surgery; Psychology; Internal medicine","score_opus":0.1410381283877936,"score_gpt":0.3843548878578167,"score_spread":0.2433167594700231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062197121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782999,0.0010549705,0.0001586546,0.0025629653,0.00044883543,0.00012600451,0.0000020900488,0.00002246502,0.017324077],"genre_scores_gemma":[0.9968734,0.000096254786,0.00031553433,0.0011011865,0.00012574052,8.841349e-7,0.000005205964,0.000008378162,0.0014734074],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986232,0.000112943024,0.0005881473,0.000100087374,0.0003521846,0.0002234521],"domain_scores_gemma":[0.99874246,0.00052316725,0.00021582606,0.00010281239,0.00018990676,0.00022585515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375008,0.00010647078,0.0004623453,0.00021266425,0.000052512154,0.000020184745,0.00004398702,0.000022239363,0.0005163823],"category_scores_gemma":[0.00012340331,0.000078793855,0.00018768334,0.00040544468,0.000030118657,0.0001227709,0.0000059029653,0.00019859517,0.000014543735],"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":[0.0021296872,0.00075856154,0.13661513,0.000020170655,0.00041257506,0.0019526213,0.00031421628,0.0012729556,0.00007752799,0.00063717226,0.0029345006,0.8528749],"study_design_scores_gemma":[0.0019905958,0.000095388925,0.9797806,0.00025011998,0.00010390387,0.00005746164,0.00017538156,0.00012137326,0.00018517446,0.000093912735,0.017048163,0.000097918266],"about_ca_topic_score_codex":0.0000013955452,"about_ca_topic_score_gemma":0.000006827771,"teacher_disagreement_score":0.85277694,"about_ca_system_score_codex":0.000034070654,"about_ca_system_score_gemma":0.000046572226,"threshold_uncertainty_score":0.5654024},"labels":[],"label_agreement":null},{"id":"W2062966642","doi":"10.1007/s00268-015-3031-7","title":"Strengthening Health Systems of Developing Countries: Inclusion of Surgery in Universal Health Coverage","year":2015,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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","funders":"","keywords":"Medicine; Inclusion (mineral); Declaration; Health care; Payment; Developing country; Economic growth; Business; Political science; Finance","score_opus":0.1033458846784898,"score_gpt":0.3732512618226763,"score_spread":0.2699053771441865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062966642","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00134212,0.9943517,0.0000963766,0.00073428353,0.0026589627,0.00057769316,0.00010673502,0.000014421749,0.0001176966],"genre_scores_gemma":[0.0064905365,0.9922849,0.00012751583,0.00045873754,0.00038609703,0.000003433445,0.00009758283,0.00006744767,0.00008375144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884602,0.0013855112,0.0073084417,0.00031584786,0.0015744843,0.000955522],"domain_scores_gemma":[0.98287046,0.0051006232,0.009858961,0.00039002235,0.00089820236,0.0008817383],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01844208,0.0005351739,0.01029974,0.0043392526,0.0001417933,0.000014254227,0.00021686204,0.00026998293,0.00002241143],"category_scores_gemma":[0.0008551537,0.00044047477,0.0011666234,0.00223619,0.000114237155,0.00020904734,0.00021153373,0.00106282,0.0000028873737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064151705,0.00028704817,0.018021204,0.22651948,0.00033965477,0.0007806054,0.0006365442,0.00003115496,7.905389e-8,0.0002759082,0.045294557,0.7071722],"study_design_scores_gemma":[0.00035532462,0.0000768857,0.0002684073,0.21506552,0.00010038509,0.0005502594,0.00015364868,0.000003519788,2.408867e-7,0.000010660136,0.7832004,0.00021475699],"about_ca_topic_score_codex":0.0010223879,"about_ca_topic_score_gemma":0.00008191087,"teacher_disagreement_score":0.7379058,"about_ca_system_score_codex":0.003024919,"about_ca_system_score_gemma":0.044823054,"threshold_uncertainty_score":0.9998047},"labels":[],"label_agreement":null},{"id":"W2063141912","doi":"10.1007/s00268-014-2694-9","title":"Despite Limited Specificity, Computed Tomography Predicts Lateralization and Clinical Outcome in Primary Aldosteronism","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":12,"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","funders":"","keywords":"Medicine; Primary aldosteronism; Odds ratio; Radiology; Body mass index; Lateralization of brain function; Aldosterone; Internal medicine","score_opus":0.06937609067605967,"score_gpt":0.301781072997497,"score_spread":0.23240498232143736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063141912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99530774,0.0004114053,0.00059997657,0.002793895,0.00043204604,0.00008889766,7.7429604e-7,0.000015781778,0.00034949052],"genre_scores_gemma":[0.9965727,0.00024133461,0.00077445817,0.0019302844,0.00032071632,2.8626542e-7,0.000012314679,0.000014220945,0.00013368891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981588,0.00016766538,0.001076281,0.000125233,0.00032442762,0.000147598],"domain_scores_gemma":[0.9985958,0.0005531941,0.00034967167,0.00010972973,0.00019085272,0.00020077454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014831651,0.00010894224,0.0006147248,0.00089022145,0.00003139584,0.000026311187,0.000038481907,0.000074963544,0.000021610424],"category_scores_gemma":[0.00018044114,0.000085080224,0.00018800235,0.0003991723,0.00006862599,0.00013778891,0.000028282926,0.0002760885,0.0000030248216],"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":[0.000361509,0.00014982681,0.9677678,0.000032544474,0.000038458595,0.00011959066,0.000023341838,0.000012110626,0.00035189235,0.000052113923,0.0012840257,0.029806808],"study_design_scores_gemma":[0.0013809435,0.00010615834,0.9834949,0.00036959068,0.000053793578,0.00022372918,0.000003562074,0.0014127343,0.00002931614,0.00007383938,0.012775487,0.000075967284],"about_ca_topic_score_codex":0.0000032068508,"about_ca_topic_score_gemma":0.000008920054,"teacher_disagreement_score":0.029730842,"about_ca_system_score_codex":0.00003668426,"about_ca_system_score_gemma":0.00004914309,"threshold_uncertainty_score":0.34694707},"labels":[],"label_agreement":null},{"id":"W2065056353","doi":"10.1007/s00268-012-1731-9","title":"Designing a Contextually Appropriate Surgical Training Program in Low‐resource Settings: The Botswana Experience","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subspecialty; Logbook; Curriculum; Population; Vascular surgery; Medical education; Surgery; General surgery; Family medicine; Cardiac surgery","score_opus":0.057409582695082395,"score_gpt":0.3251715950036794,"score_spread":0.26776201230859703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065056353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98742527,0.0059354436,0.000080273036,0.002882328,0.0006426572,0.00033239706,9.14438e-7,0.00003938307,0.0026613495],"genre_scores_gemma":[0.9961428,0.000104055645,0.00080891716,0.0018610695,0.00083781773,0.00002250165,0.0000020020489,0.000024602403,0.00019622491],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966043,0.00033424262,0.0012247048,0.00015293989,0.000637261,0.0010465498],"domain_scores_gemma":[0.9966031,0.0018591658,0.00056677527,0.00019095188,0.00013919311,0.00064084586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057906182,0.00020415096,0.00078022,0.00042695692,0.00013519588,0.000041021238,0.00013723788,0.000079282574,0.0000847791],"category_scores_gemma":[0.0008273259,0.0001314539,0.00034910787,0.0008120386,0.00016129343,0.00026950528,0.000032811644,0.0007782296,0.000008665802],"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":[0.0019438171,0.0008203817,0.55519456,0.00020991087,0.00009019762,0.0022869573,0.011644856,0.000026668073,0.00020363547,0.00015065091,0.011197178,0.4162312],"study_design_scores_gemma":[0.004085208,0.00032823786,0.2071926,0.007660702,0.00015652234,0.0075397943,0.03378867,0.00030515404,0.0008296386,0.00009583763,0.7371686,0.0008489962],"about_ca_topic_score_codex":0.0000132808045,"about_ca_topic_score_gemma":0.000006238255,"teacher_disagreement_score":0.72597146,"about_ca_system_score_codex":0.00011829483,"about_ca_system_score_gemma":0.00043408162,"threshold_uncertainty_score":0.5360535},"labels":[],"label_agreement":null},{"id":"W2069213481","doi":"10.1007/s00268-003-7107-4","title":"Postlaryngectomy Voice Rehabilitation: State of the Art at the Millennium","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Vascular surgery; Cardiothoracic surgery; Rehabilitation; Abdominal surgery; Medicine; State (computer science); Cardiac surgery; Surgery; Physical therapy; Computer science","score_opus":0.043212559268284455,"score_gpt":0.31229899991395077,"score_spread":0.26908644064566634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069213481","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006048651,0.9900469,0.0000011177411,0.005033791,0.0012236923,0.00045081924,0.000014657711,0.000004831832,0.0026193357],"genre_scores_gemma":[0.000029661276,0.97931594,0.00006339925,0.0006553243,0.00020954933,0.00000775772,0.000007879372,0.000046824265,0.019663697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663454,0.00058017176,0.0016090209,0.00016931961,0.00073705084,0.00026991242],"domain_scores_gemma":[0.99370855,0.0033172052,0.0018598906,0.0006053778,0.0003917146,0.00011728108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021697008,0.00030459344,0.0020040341,0.00044319945,0.00011143361,0.000014908146,0.00025334433,0.00008885766,0.0003506642],"category_scores_gemma":[0.0007428948,0.00014133962,0.002300823,0.0010208461,0.00024169091,0.00008503325,0.000057625475,0.00087131525,0.00007403133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008725557,0.00015127218,0.001810101,0.00785562,0.00065032154,0.00007348744,0.00011978785,0.0000021612952,0.0000020737236,0.00000563187,0.560148,0.42909425],"study_design_scores_gemma":[0.00020684101,0.00005246414,0.0008457843,0.014825251,0.0011688322,0.0006759408,0.000046886118,6.8874805e-8,0.0000034597454,0.000031309624,0.98201394,0.00012919244],"about_ca_topic_score_codex":0.000005018244,"about_ca_topic_score_gemma":0.000055856242,"teacher_disagreement_score":0.42896506,"about_ca_system_score_codex":0.00017550298,"about_ca_system_score_gemma":0.0010139046,"threshold_uncertainty_score":0.57636625},"labels":[],"label_agreement":null},{"id":"W2069627103","doi":"10.1007/s00268-005-7578-6","title":"Transduodenal Resection of Peri‐Ampullary Lesions","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Calgary","funders":"","keywords":"Medicine; Ampulla of Vater; Adenocarcinoma; Pancreaticoduodenectomy; Atypical adenomatous hyperplasia; Frozen section procedure; Ampulla; Surgery; Familial adenomatous polyposis; Vascular surgery; Carcinoma; Radiology; Resection; Cancer; Cardiac surgery; Internal medicine; Colorectal cancer","score_opus":0.0793966938433555,"score_gpt":0.35624493140791896,"score_spread":0.27684823756456345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069627103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98433405,0.0023574894,0.00031491314,0.0065360367,0.00018297487,0.000068162444,0.0000017793718,0.0000057269585,0.0061988574],"genre_scores_gemma":[0.9929503,0.001094232,0.001779479,0.00016248965,0.00065871334,0.0000012554841,0.0000015925189,0.000010272672,0.0033416203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857813,0.00010281795,0.00063475734,0.000070321184,0.00042833507,0.00018563963],"domain_scores_gemma":[0.9986558,0.00053927203,0.00023318872,0.0001180729,0.00028069562,0.00017294544],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013138512,0.0000736753,0.0005760465,0.0006133835,0.00005340983,0.00000433114,0.000056537865,0.000056030858,0.0010581146],"category_scores_gemma":[0.0002539551,0.000055429962,0.0002756582,0.00032659352,0.00011544817,0.000102239355,0.000009622684,0.00036649642,0.000012360053],"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":[0.0031090863,0.00078717375,0.8583165,0.00019416478,0.00044022422,0.00045879948,0.00054212374,0.000038167214,0.022913229,0.00014521499,0.050948475,0.062106874],"study_design_scores_gemma":[0.0027431906,0.00088598847,0.88441515,0.0015028606,0.0006112355,0.0035525288,0.000497397,0.00040481548,0.009272648,0.00023848088,0.09567912,0.00019656851],"about_ca_topic_score_codex":0.000009863473,"about_ca_topic_score_gemma":0.000034038025,"teacher_disagreement_score":0.061910305,"about_ca_system_score_codex":0.00008667192,"about_ca_system_score_gemma":0.00056308904,"threshold_uncertainty_score":0.99985504},"labels":[],"label_agreement":null},{"id":"W2070116350","doi":"10.1007/s00268-009-0226-9","title":"Increasing Detection and Increasing Incidence in Thyroid Cancer","year":2009,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Medicine; Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Thyroid cancer; Cardiac surgery; Incidence (geometry); Cancer; Internal medicine; Surgery; General surgery; Radiology","score_opus":0.023779801299637367,"score_gpt":0.28696292136015655,"score_spread":0.2631831200605192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070116350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776619,0.019819062,0.000011370197,0.0020301852,0.00018226488,0.00006737486,6.3284307e-7,0.000008088259,0.00021909432],"genre_scores_gemma":[0.9930605,0.0057707797,0.0002509547,0.00059715455,0.00028803214,0.000002740325,3.261198e-7,0.000008875495,0.000020599573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893683,0.00009754325,0.000445788,0.00011439136,0.00022675951,0.0001786835],"domain_scores_gemma":[0.9989779,0.00044118348,0.00027242987,0.00008135797,0.00008727817,0.00013982398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009708786,0.00011067657,0.00040362155,0.0005522801,0.00004762677,0.000025495357,0.000027034632,0.000032236076,0.000025100202],"category_scores_gemma":[0.0002142087,0.00009004309,0.00009700042,0.00038390423,0.000028067447,0.00021558722,0.000009424068,0.00022397985,8.290809e-7],"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":[0.0008333709,0.00012711789,0.81628853,0.000017955705,0.000033158685,0.00041401645,0.00009219725,0.000013322095,0.017237108,0.000007945992,0.00014997691,0.1647853],"study_design_scores_gemma":[0.000765661,0.00010923695,0.9907625,0.0013434594,0.000075729615,0.0013408727,0.000040454146,0.000017738945,0.0047184066,0.0001273135,0.00061653624,0.00008210919],"about_ca_topic_score_codex":0.0007143701,"about_ca_topic_score_gemma":0.00047012288,"teacher_disagreement_score":0.17447394,"about_ca_system_score_codex":0.00031063537,"about_ca_system_score_gemma":0.00015627219,"threshold_uncertainty_score":0.36718506},"labels":[],"label_agreement":null},{"id":"W2070845075","doi":"10.1007/s00268-012-1482-7","title":"Challenges of Surgery in Developing Countries: A Survey of Surgical and Anesthesia Capacity in Uganda’s Public Hospitals","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":191,"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; University of British Columbia","funders":"Northwestern University","keywords":"Medicine; Government (linguistics); Public health; Specialty; Health care; Descriptive statistics; Developing country; Medical emergency; Nursing; Family medicine; Economic growth","score_opus":0.14458095088684234,"score_gpt":0.314886980732286,"score_spread":0.17030602984544366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070845075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95787257,0.034931697,0.0000020374066,0.006604988,0.00030755362,0.00010946934,0.000005398746,0.0000053055364,0.00016097336],"genre_scores_gemma":[0.97231764,0.027265523,0.00007474602,0.00020699837,0.00010035254,0.00000247338,0.0000041646013,0.000017622971,0.000010466308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959467,0.0005661934,0.002021941,0.00015877407,0.0005885925,0.00071780407],"domain_scores_gemma":[0.99211884,0.0057877204,0.00093475496,0.00017926807,0.0005386292,0.00044082102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014920003,0.00020827731,0.0018470982,0.0017288493,0.000025846792,0.000009332111,0.00007088238,0.00014328679,0.00003298816],"category_scores_gemma":[0.0014577219,0.00017577573,0.00020398802,0.0010009388,0.00018949306,0.0004054138,0.000024310219,0.0003565744,0.0000011943555],"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":[0.0006126158,0.00024906546,0.99277616,0.0007861477,0.000037582613,0.00041561655,0.0003232356,3.5455497e-7,0.000004782555,0.0005206476,0.0009333847,0.003340409],"study_design_scores_gemma":[0.00053981546,0.000026760108,0.98949707,0.001757684,0.000012924789,0.0010506465,0.00014246818,0.0000014518995,0.000088006185,0.00003484409,0.006703393,0.00014493059],"about_ca_topic_score_codex":0.00052190415,"about_ca_topic_score_gemma":0.0006879117,"teacher_disagreement_score":0.014445078,"about_ca_system_score_codex":0.00015561187,"about_ca_system_score_gemma":0.0012727288,"threshold_uncertainty_score":0.71679264},"labels":[],"label_agreement":null},{"id":"W2071179044","doi":"10.1007/s00268-005-7955-1","title":"Access to Care and Satisfaction in Colorectal Cancer Patients","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"National Cancer Institute","keywords":"Abdominal surgery; Medicine; Cardiothoracic surgery; Colorectal cancer; Vascular surgery; Cardiac surgery; General surgery; Cancer; Quality of Life Research; Patient satisfaction; Surgery; Internal medicine; Public health; Nursing","score_opus":0.02681857189840891,"score_gpt":0.30432658793214934,"score_spread":0.2775080160337404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071179044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973323,0.0010697915,0.00000916677,0.0006914811,0.0005042957,0.00009068362,0.0000018285087,0.0000071024638,0.00029339473],"genre_scores_gemma":[0.9990266,0.00019081826,0.000106121646,0.00027441085,0.00036064113,0.000006105904,7.3402254e-7,0.000007779811,0.000026767006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993324,0.000021636033,0.00026854398,0.00008054497,0.0001878449,0.000109016124],"domain_scores_gemma":[0.99948686,0.000084928615,0.00012425613,0.000029339166,0.00016107199,0.00011353747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013984754,0.00006440633,0.00021967971,0.00053116813,0.00003035834,0.00002187916,0.00002038394,0.000025514968,0.000055336237],"category_scores_gemma":[0.00007363501,0.00005610533,0.00005707942,0.0003629821,0.000011015444,0.00020841717,0.00001637624,0.0001653246,0.0000013582811],"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":[0.0016215635,0.000015562453,0.6982103,0.000015592233,0.000009301805,0.000007022987,0.00025590038,0.000059115177,0.00023378791,1.6552532e-7,0.0011504287,0.29842126],"study_design_scores_gemma":[0.0004878407,0.00026165842,0.9923997,0.00028298175,0.000019296025,0.000027660699,0.00006710662,0.000013074041,0.0033330815,0.0000019925178,0.003049124,0.000056490946],"about_ca_topic_score_codex":0.00033040674,"about_ca_topic_score_gemma":0.0053140046,"teacher_disagreement_score":0.2983648,"about_ca_system_score_codex":0.00028579417,"about_ca_system_score_gemma":0.000094228344,"threshold_uncertainty_score":0.29653394},"labels":[],"label_agreement":null},{"id":"W2072797569","doi":"10.1007/s00268-007-9326-6","title":"Setting Up a Surgical Skills Center","year":2007,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":37,"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 Toronto; Mount Sinai Hospital","funders":"","keywords":"Staffing; Center (category theory); Vascular surgery; Curriculum; Cardiothoracic surgery; Medicine; Abdominal surgery; Mission statement; Medical education; Cardiac surgery; Nursing; Surgery; Public relations; Political science; Psychology; Pedagogy","score_opus":0.12172552276135692,"score_gpt":0.4034523654937518,"score_spread":0.2817268427323949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072797569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000073632895,0.98570096,0.000012571392,0.00010675818,0.001868946,0.0001471587,0.0000052596174,0.000024889183,0.012059846],"genre_scores_gemma":[0.0005456337,0.99317706,0.00012196109,0.00026078016,0.002282492,0.000001386139,0.000035157213,0.00006313776,0.0035124167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632055,0.00020083656,0.0021370428,0.00020493058,0.0007009707,0.00043565474],"domain_scores_gemma":[0.9931333,0.0046472913,0.0013327916,0.00019018436,0.00022415089,0.000472258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027868294,0.00035063492,0.003003998,0.001417972,0.00005876619,0.00003716962,0.00010351252,0.00021510976,0.0016164006],"category_scores_gemma":[0.00040607378,0.00023495087,0.00253018,0.0008610895,0.000060474656,0.00008853733,0.00003568045,0.0012619542,0.000084117855],"study_design_candidate":"design_other","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":[0.00006923714,0.00014286532,0.0015464022,0.0021364142,0.00032179558,0.005016259,0.000017864253,4.5518593e-7,7.256479e-9,0.0000226773,0.002610424,0.9881156],"study_design_scores_gemma":[0.0009901883,0.000014259094,0.00013736001,0.036263708,0.00050931633,0.005221954,0.000008160478,9.981816e-7,1.9409985e-7,0.0000054259945,0.95665425,0.00019421245],"about_ca_topic_score_codex":6.057037e-7,"about_ca_topic_score_gemma":5.7352867e-7,"teacher_disagreement_score":0.98792136,"about_ca_system_score_codex":0.00015091071,"about_ca_system_score_gemma":0.00044694156,"threshold_uncertainty_score":0.99929625},"labels":[],"label_agreement":null},{"id":"W2074254107","doi":"10.1007/s00268-006-0267-2","title":"A Better Lifestyle During Surgical Clerkship May Not Increase Application Rates to General Surgery","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"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 Manitoba; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Abdominal surgery; Vascular surgery; Medical school; Surgery; General surgery; Medical education; Cardiac surgery","score_opus":0.039615329416015255,"score_gpt":0.30944124085449787,"score_spread":0.2698259114384826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074254107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841256,0.00017706721,0.00008970115,0.011977042,0.0008782299,0.000077006865,0.0000025168217,0.000024362986,0.002648434],"genre_scores_gemma":[0.9922727,0.00013422924,0.00016154781,0.0021555752,0.003478722,0.0000016219807,0.000003302556,0.000011140091,0.0017811852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739736,0.0002498636,0.0006048017,0.00015893878,0.0011126118,0.0004764016],"domain_scores_gemma":[0.9965863,0.002116241,0.00031863886,0.00013193811,0.00026723498,0.00057961524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010428147,0.00012080726,0.00040145632,0.0007075124,0.0003506146,0.00009018493,0.000271997,0.00007657273,0.00029270086],"category_scores_gemma":[0.0005775805,0.00011301378,0.00028406136,0.0008550303,0.00016710616,0.00031003688,0.000057854373,0.00029592897,0.000054124368],"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":[0.0005437539,0.00010970957,0.9280485,0.00002459252,0.000052384126,0.0012087568,0.0011230096,0.000013331049,0.000572558,0.0005682472,0.04483908,0.022896087],"study_design_scores_gemma":[0.00036375993,0.000014467856,0.592795,0.00022285127,0.00006113408,0.00009465107,0.0019044866,0.0000017148672,0.0020760323,0.00011881106,0.40203616,0.00031091218],"about_ca_topic_score_codex":0.00052052515,"about_ca_topic_score_gemma":0.00046515107,"teacher_disagreement_score":0.35719708,"about_ca_system_score_codex":0.00015274827,"about_ca_system_score_gemma":0.00022492009,"threshold_uncertainty_score":0.46085683},"labels":[],"label_agreement":null},{"id":"W2074641017","doi":"10.1007/s00268-002-6642-8","title":"Decline in Popularity of General Surgery as a Career Choice in North America: Review of Postgraduate Residency Training Selection in Canada, 1996–2001","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":102,"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 Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Specialty; Orthopedic surgery; Cardiothoracic surgery; Family medicine; Vascular surgery; Obstetrics and gynaecology; Multiple choice; Medical education; Surgery; Cardiac surgery; Significant difference; Internal medicine","score_opus":0.08928229520695527,"score_gpt":0.3029018751783716,"score_spread":0.2136195799714163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074641017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986441,0.009630355,0.0000014631332,0.0026923625,0.00040163062,0.0000842727,0.000004979506,0.0000018210602,0.00074210635],"genre_scores_gemma":[0.9830468,0.015443131,0.00009868944,0.0012075064,0.00008875256,0.0000010433608,0.0000040212512,0.0000058218293,0.0001042228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647486,0.0008276604,0.0011506273,0.00012479485,0.0010602812,0.00036178555],"domain_scores_gemma":[0.997783,0.000955761,0.00074855355,0.00007305248,0.000300536,0.00013910157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064446414,0.00010530041,0.0008454639,0.00077375077,0.00004678077,0.000007137217,0.00018558468,0.00003758488,0.00013977884],"category_scores_gemma":[0.0042579607,0.00010667085,0.00015518288,0.002877698,0.00010398492,0.00022635693,0.000018902532,0.00039555336,2.7509503e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003454109,0.00005625446,0.9835049,0.00021505797,0.000014098448,0.00021217544,0.0008875161,0.000060420014,0.0000116672245,0.000030225883,0.005415531,0.009557641],"study_design_scores_gemma":[0.00024575088,0.000018123299,0.9830656,0.004764893,0.000031104708,0.000015159556,0.0027563942,0.0000033501608,0.000036253954,0.00011528684,0.008811905,0.00013620044],"about_ca_topic_score_codex":0.9256793,"about_ca_topic_score_gemma":0.994736,"teacher_disagreement_score":0.0690567,"about_ca_system_score_codex":0.0005605527,"about_ca_system_score_gemma":0.0055158557,"threshold_uncertainty_score":0.97848916},"labels":[],"label_agreement":null},{"id":"W2076147165","doi":"10.1007/s00268-003-7245-8","title":"Carcinoma of the Head of the Pancreas versus Chronic Pancreatitis: Diagnostic Dilemma with Significant Consequences","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":57,"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 Toronto; University Health Network","funders":"","keywords":"Medicine; Pancreatitis; Abdominal surgery; Pancreas; Cardiothoracic surgery; Vascular surgery; Disease; Cardiac surgery; Confusion; Carcinoma; General surgery; Radiology; Surgery; Pathology; Internal medicine","score_opus":0.12413367825638902,"score_gpt":0.3604433160023046,"score_spread":0.2363096377459156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076147165","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034561846,0.96198976,0.000002906078,0.00033903628,0.00074731774,0.00081251026,0.000045270048,0.000003403193,0.0014979361],"genre_scores_gemma":[0.1360927,0.8627774,0.00005669012,0.000032814267,0.00028611074,0.000033426313,0.0000036945187,0.000037836446,0.00067935797],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953948,0.0011885187,0.0017362488,0.00022055267,0.0010247896,0.00043504618],"domain_scores_gemma":[0.9840696,0.011882648,0.002628978,0.000694492,0.0005278901,0.00019639306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017766778,0.00037519095,0.004064438,0.00039170985,0.00011131486,0.000012162706,0.00046312335,0.00017384032,0.00030839926],"category_scores_gemma":[0.0025810911,0.00016229632,0.0012556984,0.0011018089,0.00163973,0.000055754826,0.000070934766,0.00104849,0.00000428611],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012038139,0.00065485813,0.77198696,0.029256081,0.005743566,0.0017925983,0.000111909794,0.0000043531677,0.000021933012,0.0006208766,0.010635829,0.17796722],"study_design_scores_gemma":[0.003381754,0.0015129792,0.10031779,0.17332824,0.021243822,0.0054518254,0.00013011052,0.0000018931066,0.00011326679,0.000076020886,0.69391465,0.00052762416],"about_ca_topic_score_codex":0.00026631186,"about_ca_topic_score_gemma":0.0001441218,"teacher_disagreement_score":0.68327886,"about_ca_system_score_codex":0.00040270036,"about_ca_system_score_gemma":0.011708269,"threshold_uncertainty_score":0.99389446},"labels":[],"label_agreement":null},{"id":"W2076180101","doi":"10.1007/s00268-003-7108-3","title":"Functional Reconstruction of the Oral Cavity","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Oral cavity; Medicine; Cardiothoracic surgery; Cardiac surgery; Function (biology); Surgery; Orthodontics; Biology; Evolutionary biology","score_opus":0.09628853707237152,"score_gpt":0.31386481772031405,"score_spread":0.21757628064794254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076180101","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005906989,0.99427086,0.000076786535,0.00003623599,0.0037228724,0.00025193446,0.000011413442,0.0000106558855,0.001028516],"genre_scores_gemma":[0.0001304556,0.99774855,0.0005716596,0.000045254994,0.00032399668,0.000004939575,0.000006400967,0.00003354133,0.0011351851],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971287,0.00051349984,0.0016000842,0.0001715787,0.00039613812,0.00018995332],"domain_scores_gemma":[0.99626267,0.00051611464,0.0023183443,0.00034985144,0.0004537217,0.000099292556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020050607,0.00028530008,0.0026500241,0.00088995916,0.000067772824,0.0000110912115,0.00010726717,0.00019866737,0.0004643036],"category_scores_gemma":[0.00029414915,0.00016879695,0.00369381,0.00084849115,0.00028419637,0.00013102185,0.000027788436,0.0009573527,0.000004683113],"study_design_candidate":"design_other","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":[0.00003211206,0.00006029857,0.0033673267,0.0028404775,0.0006719832,0.000031241743,0.000002094884,8.3848974e-8,0.000015223305,0.000050285336,0.010366863,0.982562],"study_design_scores_gemma":[0.000112272006,0.000013865189,0.00078167167,0.02106319,0.0015239333,0.018673556,0.000006480491,3.1397743e-8,0.00026274426,0.00012511393,0.9572927,0.00014443955],"about_ca_topic_score_codex":0.000004135449,"about_ca_topic_score_gemma":0.0000026405562,"teacher_disagreement_score":0.9824176,"about_ca_system_score_codex":0.00018646223,"about_ca_system_score_gemma":0.001474149,"threshold_uncertainty_score":0.688334},"labels":[],"label_agreement":null},{"id":"W2078288309","doi":"10.1007/s00268-005-7994-7","title":"How are Volume–Outcome Associations Related to Models of Health Care Funding and Delivery? A Comparison of the United States and Canada","year":2005,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Toronto General Hospital","funders":"","keywords":"Medicine; Confidence interval; Outcome (game theory); Odds ratio; Odds; Health care; Volume (thermodynamics); Affect (linguistics); Demography; Generalized estimating equation; Logistic regression; Internal medicine; Psychology; Statistics","score_opus":0.21824535624425806,"score_gpt":0.341232977097512,"score_spread":0.12298762085325393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078288309","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038344578,0.9862732,0.000036551148,0.008558515,0.00032779094,0.0002461134,0.0006691129,0.0000023848793,0.000051868356],"genre_scores_gemma":[0.12434249,0.87489736,0.00006081951,0.00032032593,0.000032263775,0.0000029475727,0.00003585852,0.000019258869,0.00028864725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714357,0.00014595766,0.0022124078,0.00014843955,0.000099929275,0.00024970094],"domain_scores_gemma":[0.99418783,0.00043182893,0.004930284,0.0001667807,0.00013707945,0.00014621593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285967,0.00017421693,0.0022594633,0.0010229271,0.00012395719,0.000035284396,0.0001475682,0.00007060625,0.0000043362515],"category_scores_gemma":[0.00018969821,0.0001513219,0.00023717046,0.0006860911,0.000028701894,0.00010402054,0.00007787857,0.0003461695,1.9004365e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013318954,0.00011634963,0.3127989,0.023529936,0.0013677746,0.0000094588995,0.003741357,0.0025293743,7.2350663e-9,0.014881807,0.03536292,0.6056488],"study_design_scores_gemma":[0.000080055266,0.000013609597,0.0063001174,0.003181569,0.000066541674,0.0000035176836,0.0006126869,0.00012942687,2.5216428e-8,0.00013079605,0.98933935,0.00014231916],"about_ca_topic_score_codex":0.20335843,"about_ca_topic_score_gemma":0.22066535,"teacher_disagreement_score":0.9539764,"about_ca_system_score_codex":0.00072008005,"about_ca_system_score_gemma":0.00048399137,"threshold_uncertainty_score":0.80194646},"labels":[],"label_agreement":null},{"id":"W2081071740","doi":"10.1007/s00268-003-7111-8","title":"Paranasal Sinus Cancer: Caveats and Controversies","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":53,"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 Toronto; Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Context (archaeology); Cancer; Cardiothoracic surgery; Intensive care medicine; Surgery; Vascular surgery; Abdominal surgery; Radiation therapy; General surgery; Cardiac surgery; Medical physics; Internal medicine","score_opus":0.1176362627763535,"score_gpt":0.3881902454333138,"score_spread":0.2705539826569603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081071740","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002507903,0.99546194,0.0000010784732,0.0006426698,0.0013758063,0.00016202893,0.000012710324,0.000007334948,0.002085665],"genre_scores_gemma":[0.00014042787,0.99482495,0.000030686293,0.00076599745,0.00077398325,0.000005389496,0.0000041352896,0.000035078574,0.0034193362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977145,0.00026533369,0.0011997786,0.00017983577,0.00030072074,0.00033982567],"domain_scores_gemma":[0.9947897,0.0036044563,0.0008978919,0.00013720646,0.0001558159,0.00041490493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089143676,0.0003068399,0.0044363793,0.0006640517,0.000051516137,0.000017301942,0.00006168254,0.00021612538,0.00046011907],"category_scores_gemma":[0.00035645385,0.00020323505,0.00099336,0.00037424907,0.00013883156,0.00006731588,0.000018652896,0.0007959664,0.000012070718],"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":[0.0001247026,0.00008640353,0.0012804465,0.0046142014,0.0005977884,0.0046995888,0.000009677428,7.5453244e-8,4.918854e-7,0.00004121547,0.055238266,0.9333072],"study_design_scores_gemma":[0.00055326015,0.000075789954,0.00024043887,0.0168901,0.0016799415,0.0055448427,0.000004660716,1.2080517e-7,4.7545936e-7,0.000011656654,0.9748284,0.00017027726],"about_ca_topic_score_codex":0.00001356547,"about_ca_topic_score_gemma":0.000015441035,"teacher_disagreement_score":0.9331369,"about_ca_system_score_codex":0.00020791458,"about_ca_system_score_gemma":0.0014672495,"threshold_uncertainty_score":0.8287685},"labels":[],"label_agreement":null},{"id":"W2084797508","doi":"10.1007/s00268-001-0080-x","title":"Advances in Management of Neurosurgical Trauma: USA and Canada","year":2001,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":54,"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; Neurointensive care; Spinal cord injury; Intensive care medicine; Population; Head injury; Public health; Emergency medicine; Medical emergency; Spinal cord; Surgery; Environmental health; Nursing; Psychiatry","score_opus":0.05844249440997891,"score_gpt":0.31249578710603887,"score_spread":0.25405329269606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084797508","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012992385,0.99568856,0.0000020628725,0.00008378382,0.0005806257,0.00017353424,0.000005199911,0.0000019687982,0.0021650144],"genre_scores_gemma":[0.0015903773,0.997759,0.00006361393,0.000044548437,0.000098998236,0.0000045103357,0.0000045752518,0.000019377256,0.00041504294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975276,0.0001576735,0.001442292,0.00018137122,0.00048775526,0.00020329241],"domain_scores_gemma":[0.9979864,0.00078331406,0.00087038364,0.0001803751,0.000042374148,0.00013716957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006720497,0.00023938985,0.0023807161,0.00048003168,0.000019952226,0.00000823381,0.000106601416,0.000051806288,0.00008280002],"category_scores_gemma":[0.000044054137,0.00016969841,0.00052683626,0.0005487884,0.00008043182,0.00009502119,0.000022866237,0.0004600391,4.1294618e-7],"study_design_candidate":"design_other","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":[0.00005617735,0.00009323446,0.001883257,0.024071328,0.00016129353,0.0039778063,0.0000041415765,7.8855265e-7,2.4610651e-8,0.00004086776,0.0012249611,0.96848613],"study_design_scores_gemma":[0.000302082,0.000027703523,0.0049303323,0.038551804,0.00061976584,0.0018046944,0.000015998017,1.4834714e-7,6.4525983e-7,0.000011478619,0.9536159,0.000119430275],"about_ca_topic_score_codex":0.0009420515,"about_ca_topic_score_gemma":0.012062724,"teacher_disagreement_score":0.9683667,"about_ca_system_score_codex":0.00007162643,"about_ca_system_score_gemma":0.0003391451,"threshold_uncertainty_score":0.69201005},"labels":[],"label_agreement":null},{"id":"W2085377174","doi":"10.1007/s00268-002-6623-y","title":"Patient‐based Surgical Outcome Tool Demonstrating Alleviation of Symptoms following Parathyroidectomy in Patients with Primary Hyperparathyroidism","year":2002,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Parathyroidectomy; Abdominal surgery; Cardiothoracic surgery; Single Center; Primary hyperparathyroidism; Quality of life (healthcare); Vascular surgery; Cardiac surgery; Hyperparathyroidism; Surgery; Internal medicine; Parathyroid hormone","score_opus":0.021774781348676532,"score_gpt":0.24520416138672843,"score_spread":0.2234293800380519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085377174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937748,0.0044061593,0.000030185443,0.00013863848,0.00016198402,0.00028670943,0.000005080138,0.000012232196,0.001184253],"genre_scores_gemma":[0.99893343,0.000059021004,0.00066754624,0.00016004957,0.00004215916,0.000008160707,0.000021764556,0.0000290362,0.0000788011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703366,0.00012281303,0.0014769086,0.00021436303,0.00080636324,0.00034588692],"domain_scores_gemma":[0.998048,0.000515803,0.0008757395,0.00021427455,0.00018528722,0.00016087286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040213933,0.00026614306,0.001033502,0.000775694,0.00005982494,0.000020762964,0.00006839492,0.00007534308,0.000029046056],"category_scores_gemma":[0.00012389883,0.00019736447,0.00045901653,0.00073645567,0.000051220017,0.00033973396,0.00001573598,0.00030620635,0.000007750813],"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":[0.0007412926,0.0016958939,0.9919242,0.000017877925,0.0001804579,0.0006907929,0.00009564937,0.00012127647,0.00009767717,0.000007723213,0.0008229927,0.0036041113],"study_design_scores_gemma":[0.011229474,0.00059227773,0.98651487,0.00025924202,0.000198789,0.00005413338,0.000036314774,0.00017643634,0.00018720781,0.000009321748,0.00050079345,0.0002411597],"about_ca_topic_score_codex":0.0000091193515,"about_ca_topic_score_gemma":0.000005897706,"teacher_disagreement_score":0.010488182,"about_ca_system_score_codex":0.00015600138,"about_ca_system_score_gemma":0.00013772205,"threshold_uncertainty_score":0.80482894},"labels":[],"label_agreement":null},{"id":"W2085651464","doi":"10.1007/s00268-003-6812-3","title":"Persistent Primary Hyperparathyroidism Caused by Adenomas Identified in Pharyngeal or Adjacent Structures","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":47,"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","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Recurrent laryngeal nerve; Parapharyngeal space; Vascular surgery; Parathyroid adenoma; Hyperparathyroidism; Surgery; Thyroid; Radiology; Cardiac surgery; Internal medicine","score_opus":0.039723608621223365,"score_gpt":0.2653583640378785,"score_spread":0.22563475541665512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085651464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97673035,0.01885883,0.000008432123,0.0014253317,0.00068362564,0.00014432115,0.0000065019076,0.000013244113,0.0021293543],"genre_scores_gemma":[0.9950698,0.00089127995,0.000107475105,0.0011082251,0.00012896254,0.0000028721074,0.00000970776,0.000025958972,0.002655737],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980851,0.00011605839,0.0007889478,0.00018060845,0.00047252703,0.00035678947],"domain_scores_gemma":[0.9989541,0.00021828023,0.00031977388,0.00014665733,0.00008900306,0.00027217486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053391606,0.00019665244,0.0006733549,0.00052850175,0.000055346834,0.000027011201,0.00008327329,0.000053702326,0.00045364889],"category_scores_gemma":[0.00013191967,0.00014125646,0.00040074252,0.0004563468,0.00006728101,0.00016730862,0.000012008995,0.00047212365,0.000008955132],"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":[0.004722772,0.0026214586,0.42148992,0.00054122397,0.00085218786,0.0051831794,0.0014468146,0.00013805364,0.04883096,0.000201563,0.49101877,0.022953084],"study_design_scores_gemma":[0.010278593,0.0005521388,0.68304706,0.00080666546,0.00059460045,0.0024235165,0.0028538108,0.0000143537545,0.0090323845,0.00027894767,0.28928846,0.00082946866],"about_ca_topic_score_codex":0.000019226965,"about_ca_topic_score_gemma":0.000051988824,"teacher_disagreement_score":0.26155713,"about_ca_system_score_codex":0.0001711517,"about_ca_system_score_gemma":0.00043805872,"threshold_uncertainty_score":0.5760271},"labels":[],"label_agreement":null},{"id":"W2087515167","doi":"10.1007/s00268-003-7115-4","title":"Preoperative Radiotherapy for Adult Head and Neck Soft Tissue Sarcoma: Assessment of Wound Complication Rates and Cancer Outcome in a Prospective Series","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Surgery; Radiation therapy; Vascularity; Soft tissue; Head and neck cancer; Complication; Soft tissue sarcoma; Sarcoma; Prospective cohort study; Clinical trial; Cancer; Internal medicine","score_opus":0.04234966042886473,"score_gpt":0.36906586444457884,"score_spread":0.3267162040157141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087515167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98224956,0.014085945,0.000116156814,0.0028477933,0.00007844966,0.00055587396,0.00000870104,0.0000028504705,0.000054687665],"genre_scores_gemma":[0.9924289,0.0023919942,0.004693981,0.00022969405,0.000041119518,0.0000946755,0.000002002385,0.000012632061,0.00010502498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999105,0.000055943066,0.0004690634,0.00012313144,0.00012674654,0.00012013779],"domain_scores_gemma":[0.99881834,0.000451706,0.00027663962,0.00007073612,0.0003156077,0.00006699602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028510223,0.00011708961,0.00056934805,0.00020482033,0.000041858908,0.000018931198,0.000017200333,0.00002543336,0.000022818711],"category_scores_gemma":[0.000082447244,0.00008536822,0.000057801662,0.00015626801,0.000068718204,0.00014002027,0.0000045326274,0.00009507159,5.3083436e-8],"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":[0.00030699998,0.000438798,0.9915515,0.00009843008,0.00018526989,0.000020495496,0.00040124272,0.000007693215,0.0007486333,0.0008333289,0.00018577189,0.0052218223],"study_design_scores_gemma":[0.0025471996,0.00027306337,0.99132574,0.0003939742,0.00007022131,0.00012671344,0.00016571592,0.000025962636,0.003732888,0.0002558722,0.001008067,0.00007460198],"about_ca_topic_score_codex":0.000057088528,"about_ca_topic_score_gemma":0.0001880964,"teacher_disagreement_score":0.01169395,"about_ca_system_score_codex":0.00015456781,"about_ca_system_score_gemma":0.00014053,"threshold_uncertainty_score":0.3481215},"labels":[],"label_agreement":null},{"id":"W2087914459","doi":"10.1007/s00268-002-6746-1","title":"Abdominal Wall Defects","year":2003,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Abdominal wall; Abdominal surgery; Fetus; Obstetrics; Pregnancy; Natural history; Prenatal diagnosis; Abdominal wall defect; Cardiothoracic surgery; Surgery; Internal medicine","score_opus":0.0935981725620606,"score_gpt":0.319123109105389,"score_spread":0.2255249365433284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087914459","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013588,0.9907868,0.000004362525,0.00008913334,0.0019121735,0.00018683875,0.000005610946,0.000012638257,0.006866578],"genre_scores_gemma":[0.000084299434,0.98769456,0.00009451935,0.0003554519,0.0009432542,0.000005747843,0.000012358673,0.0000790841,0.010730727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967873,0.00017953398,0.0018477008,0.00022412834,0.00052161806,0.0004397344],"domain_scores_gemma":[0.99630207,0.0012888265,0.0014433954,0.0002961683,0.00022585082,0.0004437078],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012064937,0.00047273387,0.0042325715,0.0013270073,0.00006020084,0.000041025163,0.00012601905,0.00019018294,0.0011225188],"category_scores_gemma":[0.00022917605,0.0003253219,0.0042011077,0.00083337293,0.000084153886,0.00011380485,0.00003976082,0.00093305047,0.00015027911],"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":[0.00007776699,0.00013333627,0.0005240272,0.008072946,0.000545545,0.003442712,0.0000047899084,3.010334e-8,5.4089526e-7,0.000020764955,0.028318426,0.9588591],"study_design_scores_gemma":[0.00014452642,0.000042265507,0.00010696571,0.02131649,0.0022126716,0.008323708,0.000004374062,1.2833193e-7,7.387736e-7,0.000020699474,0.96754026,0.0002871407],"about_ca_topic_score_codex":0.000003098414,"about_ca_topic_score_gemma":0.000003784387,"teacher_disagreement_score":0.958572,"about_ca_system_score_codex":0.0001855252,"about_ca_system_score_gemma":0.0011036849,"threshold_uncertainty_score":0.9999199},"labels":[],"label_agreement":null},{"id":"W2088452703","doi":"10.1007/s00268-004-7505-2","title":"Source Control for Surgical Infections","year":2004,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Cardiothoracic surgery; Medicine; Control (management); Vascular surgery; Section (typography); Psychological intervention; Surgical Infections; Abdominal surgery; Infection control; Intensive care medicine; Cardiac surgery; Surgery; Computer science; Nursing; Biology","score_opus":0.08861983018883417,"score_gpt":0.3579920610581998,"score_spread":0.2693722308693656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088452703","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035527562,0.9973619,0.0011378273,0.0002807086,0.00046209613,0.00041596076,0.00000777495,0.00001323578,0.00028494897],"genre_scores_gemma":[0.0002759067,0.99391395,0.00006247491,0.00013647793,0.0013121066,0.000020965803,0.000022725395,0.00005462236,0.0042007538],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980189,0.00013986016,0.0011594046,0.00014184332,0.00028547764,0.0002545104],"domain_scores_gemma":[0.99597245,0.0023277095,0.0010472793,0.00015376159,0.0002533705,0.00024544136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008990098,0.0002709394,0.0028727637,0.00084046996,0.000078836805,0.00001945085,0.00007953619,0.00014786115,0.00020920517],"category_scores_gemma":[0.00027215225,0.00018128296,0.0026247918,0.00038750193,0.00006527916,0.00006750282,0.000007982185,0.00055205455,0.000033263117],"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":[0.00021195227,0.0005035963,0.0020597263,0.012787286,0.001418878,0.0013373493,0.000018829422,0.00000408147,1.12871604e-7,0.00017503917,0.014659656,0.9668235],"study_design_scores_gemma":[0.0011165364,0.00009192638,0.000064800966,0.023375938,0.0023310718,0.0062269107,0.0000037660102,4.6049422e-7,2.1364671e-7,0.000026830681,0.9666161,0.00014547647],"about_ca_topic_score_codex":0.0000022356808,"about_ca_topic_score_gemma":7.9392134e-7,"teacher_disagreement_score":0.966678,"about_ca_system_score_codex":0.0001925529,"about_ca_system_score_gemma":0.0011869221,"threshold_uncertainty_score":0.7392504},"labels":[],"label_agreement":null},{"id":"W2090093956","doi":"10.1007/s00268-005-7828-7","title":"The Use of Stereotactic Excisional Biopsy in the Management of Invasive Breast Cancer","year":2005,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":9,"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 Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Breast cancer; Biopsy; Ductal carcinoma; Mammography; Breast biopsy; Radiology; Surgery; Complication; Cancer; Internal medicine","score_opus":0.07502747993686205,"score_gpt":0.2888470422304332,"score_spread":0.21381956229357119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090093956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98854995,0.0012345065,0.000004031519,0.00976681,0.00015854467,0.00008773388,0.000009062065,0.00000101136,0.00018837668],"genre_scores_gemma":[0.99780047,0.0010684978,0.0001640068,0.00042366036,0.00015557176,0.000002602283,6.862879e-7,0.0000075012813,0.0003769987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865925,0.00008242636,0.00059993844,0.00006203289,0.00045840003,0.00013795853],"domain_scores_gemma":[0.99823654,0.00085901085,0.00043881527,0.0001934328,0.00022023518,0.000051988347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007650735,0.000080139995,0.00027720554,0.00024944256,0.00003810263,0.000012261743,0.00011637123,0.00001645531,0.00015721675],"category_scores_gemma":[0.000025301648,0.000039058017,0.00019937733,0.0003954944,0.000085381,0.00012449788,0.000030182198,0.00019314064,0.0000016603204],"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":[0.0014557199,0.0007067277,0.8250555,0.00015998715,0.00041543748,0.000352377,0.0002677728,0.00007093118,0.0004189216,0.0004244363,0.016060364,0.15461186],"study_design_scores_gemma":[0.0004942903,0.000014292664,0.988411,0.0008894646,0.00010275175,0.00053263485,0.00022512469,0.000006627958,0.000065240085,0.000021789025,0.009198878,0.00003786947],"about_ca_topic_score_codex":0.000040059927,"about_ca_topic_score_gemma":0.000062571424,"teacher_disagreement_score":0.16335556,"about_ca_system_score_codex":0.000054990054,"about_ca_system_score_gemma":0.00014476404,"threshold_uncertainty_score":0.17214133},"labels":[],"label_agreement":null},{"id":"W2090185687","doi":"10.1007/s00268-010-0871-z","title":"Disparities in Injury Mortality Between Uganda and the United States: Comparative Analysis of a Neglected Disease","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hellman Family Foundation","keywords":"Medicine; Odds ratio; Mortality rate; Public health; Demography; Injury prevention; Christian ministry; Environmental health; Poison control; Surgery; Internal medicine","score_opus":0.05980411467543922,"score_gpt":0.36350576663389794,"score_spread":0.3037016519584587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090185687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765414,0.00034881372,0.000057910802,0.0016647015,0.00011061793,0.00007927028,0.000036744994,0.000003230068,0.000044584285],"genre_scores_gemma":[0.99918145,0.00028222636,0.00003329091,0.0002850861,0.00006957164,0.0000019466431,0.00008602567,0.000002917901,0.00005749748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983309,0.0005680695,0.0007612038,0.00007474403,0.00014541957,0.00011966809],"domain_scores_gemma":[0.99629766,0.0027531951,0.0005231348,0.00013288621,0.00018519352,0.0001079332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00210026,0.00008570904,0.00089588726,0.0010362013,0.00004400541,0.0000061184237,0.00004663864,0.00003996448,0.00008144193],"category_scores_gemma":[0.0006462017,0.000052557785,0.00025624887,0.0012212691,0.00038961528,0.000081124024,0.00001557003,0.00050780387,2.4633917e-7],"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":[0.0019487562,0.000060892016,0.99508995,0.00003183779,0.0012188234,0.0000151201275,0.00022808516,0.000037234582,0.00008270475,0.0002993867,0.00075896946,0.00022822608],"study_design_scores_gemma":[0.0005080829,0.000019948573,0.99479234,0.00011494653,0.0020123157,0.0000025431186,0.000056222198,0.000428623,0.000060391492,0.001646562,0.00031112306,0.00004689121],"about_ca_topic_score_codex":0.00037385456,"about_ca_topic_score_gemma":0.00043118017,"teacher_disagreement_score":0.0021851256,"about_ca_system_score_codex":0.000011862181,"about_ca_system_score_gemma":0.00009010618,"threshold_uncertainty_score":0.22061835},"labels":[],"label_agreement":null},{"id":"W2092563699","doi":"10.1007/s00268-014-2818-2","title":"Costs and Cost‐Effectiveness of Pediatric Inguinal Hernia Repair in Uganda","year":2014,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Public health; Cost effectiveness; Inguinal hernia; Cost-effectiveness analysis; Health economics; Cost–benefit analysis; Quality-adjusted life year; Economic evaluation; Incremental cost-effectiveness ratio; Hernia; Pediatrics; Emergency medicine; Surgery; Risk analysis (engineering)","score_opus":0.02528520279171819,"score_gpt":0.2835709929514335,"score_spread":0.2582857901597153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092563699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629796,0.0012288833,0.00009857541,0.00017481524,0.00027582358,0.00014951432,0.0000011258626,0.0000130627095,0.0017602523],"genre_scores_gemma":[0.99885327,0.0004123509,0.0001810283,0.000118882665,0.00028115255,0.000002817746,8.128693e-7,0.000012454748,0.00013725144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869853,0.00022944044,0.0005268604,0.00010688332,0.00027907136,0.00015920757],"domain_scores_gemma":[0.99846363,0.00087427907,0.0002745336,0.00012157633,0.00013798311,0.00012802305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034232428,0.0000973966,0.00053373876,0.0006848455,0.000016822523,0.0000050210674,0.000038037906,0.000032735097,0.00003332843],"category_scores_gemma":[0.0005309521,0.00007911708,0.00016757098,0.00034730308,0.000033846685,0.00007380268,0.00002982955,0.0002062621,0.000002395971],"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":[0.0008382255,0.00016464308,0.98098826,0.0004953555,0.000063006264,0.0002333805,0.00005809614,0.000013959503,0.00024802133,0.00005093366,0.0031813583,0.013664754],"study_design_scores_gemma":[0.0014594264,0.00013571112,0.98176426,0.0005993985,0.0001176181,0.00011027356,0.000032896314,0.000059759266,0.0002184457,0.00006054553,0.015361376,0.00008027422],"about_ca_topic_score_codex":0.000037842106,"about_ca_topic_score_gemma":0.000036163237,"teacher_disagreement_score":0.01358448,"about_ca_system_score_codex":0.0000774018,"about_ca_system_score_gemma":0.00009935304,"threshold_uncertainty_score":0.3226301},"labels":[],"label_agreement":null},{"id":"W2093609617","doi":"10.1007/s00268-015-2997-5","title":"Prehospital and Emergency Care: Updates from the Disease Control Priorities, Version 3","year":2015,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":79,"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":"Bill and Melinda Gates Foundation","keywords":"Medicine; Vascular surgery; Cardiothoracic surgery; Abdominal surgery; Medical emergency; Cardiac surgery; Disease control; Disease; Emergency medicine; Intensive care medicine; Surgery; Internal medicine; Environmental health","score_opus":0.0594330392212377,"score_gpt":0.32131019459797355,"score_spread":0.26187715537673584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093609617","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007027769,0.9935783,0.0000012617246,0.0006116419,0.004109147,0.00030214185,0.00027815902,0.00001327227,0.00040328267],"genre_scores_gemma":[0.0037564735,0.9934978,0.000013057122,0.000052384465,0.0021744608,0.000008839958,0.000077119985,0.00004047432,0.0003793855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777573,0.00016630533,0.0010537896,0.00020567323,0.00054777524,0.00025072315],"domain_scores_gemma":[0.9977284,0.0005070713,0.00068410754,0.00026939958,0.0004485356,0.00036246434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004578815,0.0003563147,0.0020293703,0.00022908727,0.00013016097,0.000019226907,0.00014095202,0.000078189194,0.0002687276],"category_scores_gemma":[0.00031141014,0.00019928756,0.0010378913,0.0002615351,0.00010145535,0.00011751832,0.00006288064,0.00053181977,0.00001627975],"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":[0.00018220439,0.00004019133,0.032907184,0.0035012865,0.0010264275,0.00035355956,0.00025864984,8.916556e-8,5.8440023e-8,0.0000070415404,0.30967,0.6520533],"study_design_scores_gemma":[0.00035871693,0.00004177139,0.010798915,0.009462662,0.00451456,0.000043347067,0.00028295984,9.383121e-8,3.9066023e-8,0.00003812744,0.9742664,0.00019240812],"about_ca_topic_score_codex":0.00003477313,"about_ca_topic_score_gemma":0.000017224318,"teacher_disagreement_score":0.6645964,"about_ca_system_score_codex":0.00013258391,"about_ca_system_score_gemma":0.00082640495,"threshold_uncertainty_score":0.81267107},"labels":[],"label_agreement":null},{"id":"W2094597805","doi":"10.1007/s00268-007-9133-0","title":"Instilling a Culture of Evidence‐Based Surgery in Canada","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Abdominal surgery; Vascular surgery; Cardiac surgery; Cardiothoracic surgery; Medicine; General surgery; Surgery","score_opus":0.5418791123214174,"score_gpt":0.47461639397698535,"score_spread":0.06726271834443204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094597805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98996806,0.0021802986,0.0006525845,0.0059516663,0.0010494713,0.00010117851,0.0000025841487,0.0000039784254,0.00009014758],"genre_scores_gemma":[0.9955204,0.00042314612,0.0012518881,0.0024019515,0.0003394925,4.9438154e-7,0.0000066553193,0.000012538236,0.000043427055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961052,0.000112001166,0.0027124952,0.000103313134,0.0007244093,0.0002425694],"domain_scores_gemma":[0.9819176,0.01563481,0.001524136,0.00014456327,0.00058773294,0.00019113526],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007755555,0.00010834257,0.00067985174,0.00072101643,0.000018995537,0.0000062206323,0.000060008457,0.000037358626,0.00014625207],"category_scores_gemma":[0.014802263,0.00007988951,0.0002449849,0.0008953135,0.000031128526,0.0003194729,0.000012436594,0.00044830918,6.9446037e-7],"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":[0.0010820669,0.00009216314,0.9293637,0.00011900138,0.000042094205,0.0010226552,0.000057979134,0.00016038484,0.0012407465,0.0000020148311,0.02008462,0.046732552],"study_design_scores_gemma":[0.0010927931,0.000061514074,0.9513773,0.0061631207,0.0001951101,0.00026821205,0.0011860317,0.00019184704,0.00670063,0.000038271544,0.032514665,0.0002105017],"about_ca_topic_score_codex":0.14502558,"about_ca_topic_score_gemma":0.517361,"teacher_disagreement_score":0.3723354,"about_ca_system_score_codex":0.00052158395,"about_ca_system_score_gemma":0.0058083152,"threshold_uncertainty_score":0.9998278},"labels":[],"label_agreement":null},{"id":"W2099881882","doi":"10.1007/s00268-015-3060-2","title":"Geographic Variation Immediate and Delayed Breast Reconstruction Utilization in Ontario, Canada and Plastic Surgeon Availability: A Population‐Based Observational Study","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Observational study; Medicine; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Breast reconstruction; Cardiac surgery; Plastic surgery; Population; Geographic variation; General surgery; Demography; Surgery; Breast cancer; Environmental health; Internal medicine","score_opus":0.07348497859640164,"score_gpt":0.25152447399858807,"score_spread":0.17803949540218644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099881882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99811155,0.00008467592,0.000051794483,0.0003247344,0.0012284227,0.00017378802,0.000009235577,0.0000071942763,0.000008601286],"genre_scores_gemma":[0.9995901,0.000008274424,0.00016638044,0.000028907862,0.00010999594,0.0000031301493,0.0000572714,0.000008964258,0.000026988908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842423,0.00013131101,0.00076603796,0.00015534693,0.00037892477,0.0001441632],"domain_scores_gemma":[0.99842733,0.0005131996,0.00045698715,0.0000726214,0.0003352875,0.00019455417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010832916,0.00012675738,0.00038390525,0.0007725008,0.000056150802,0.000025996516,0.000019599825,0.000053814056,0.00005542703],"category_scores_gemma":[0.00016157523,0.00011301287,0.000043023872,0.00042588665,0.000034848366,0.00030688138,0.000008899018,0.0002488511,1.8457733e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080295664,0.00009970685,0.98041695,0.000020269408,0.00005329598,0.000033925135,0.00009891808,0.0000839432,0.0000107932965,0.0000050370727,0.00006285664,0.01831133],"study_design_scores_gemma":[0.0015132616,0.00005262789,0.9880969,0.00015937415,0.00010491296,0.008877587,0.00018123735,0.00075786654,0.0000019829524,0.00014015843,0.000016514974,0.00009756256],"about_ca_topic_score_codex":0.6547464,"about_ca_topic_score_gemma":0.95791215,"teacher_disagreement_score":0.30316573,"about_ca_system_score_codex":0.0004026385,"about_ca_system_score_gemma":0.0017039722,"threshold_uncertainty_score":0.4608531},"labels":[],"label_agreement":null},{"id":"W2114570883","doi":"10.1007/s00268-005-0609-5","title":"Cost/DALY Averted in a Small Hospital in Sierra Leone: What Is the Relative Contribution of Different Services?","year":2006,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":197,"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":"Sierra leone; Developing country; Context (archaeology); Medicine; Public health; Vascular surgery; Psychological intervention; Health economics; Cost–benefit analysis; Developed country; Quality-adjusted life year; Cost effectiveness; Socioeconomics; Environmental health; Cardiac surgery; Surgery; Economic growth; Economics; Geography; Nursing; Political science; Risk analysis (engineering)","score_opus":0.16060207200196014,"score_gpt":0.34501143113536714,"score_spread":0.184409359133407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114570883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95342314,0.007628291,0.0003913346,0.036982335,0.0008946574,0.00040576875,0.00003784238,0.0000045681454,0.00023204199],"genre_scores_gemma":[0.9966394,0.0008818711,0.000078063116,0.0020195525,0.00018091386,0.000017552351,0.000013457113,0.00001556444,0.00015368359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993683,0.0004285132,0.0052210344,0.00021730327,0.00011465671,0.00033551152],"domain_scores_gemma":[0.99174684,0.0027825902,0.0049974513,0.00023757575,0.00015798467,0.000077548735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012445114,0.00016714839,0.0012572662,0.0010011144,0.000058652586,0.00007796285,0.00021254516,0.00010039638,0.0001421287],"category_scores_gemma":[0.0006698281,0.00015709712,0.00027289498,0.0005363171,0.000065874076,0.0009890799,0.000031246356,0.0003854392,0.000047260906],"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":[0.000069284535,0.00031078595,0.9811578,0.00011308336,0.00006614355,0.00000938877,0.002006135,0.00020397587,0.0000044134313,0.012862321,0.002766115,0.00043057962],"study_design_scores_gemma":[0.001151414,0.000036143592,0.9653759,0.0009648416,0.0000097478905,0.000006858692,0.0011731035,0.0014021092,0.000032999258,0.025682991,0.003963051,0.00020082238],"about_ca_topic_score_codex":0.0012427259,"about_ca_topic_score_gemma":0.0033065581,"teacher_disagreement_score":0.043216184,"about_ca_system_score_codex":0.0006805758,"about_ca_system_score_gemma":0.00012280102,"threshold_uncertainty_score":0.64062345},"labels":[],"label_agreement":null},{"id":"W2130101052","doi":"10.1007/s00268-009-0360-4","title":"Role of Collaborative Academic Partnerships in Surgical Training, Education, and Provision","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Expatriate; Multidisciplinary approach; Medical education; Global health; Vascular surgery; Curriculum; Health care; Nursing; Public health; Political science; Surgery; Cardiac surgery","score_opus":0.04433716792872458,"score_gpt":0.3437638533002367,"score_spread":0.29942668537151207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130101052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899287,0.0046165343,3.3444192e-7,0.002565104,0.00051370735,0.00010791254,0.0000021757253,0.0000040529976,0.0022614463],"genre_scores_gemma":[0.99829525,0.0006607702,0.00018423883,0.0002507742,0.00035088198,0.000002824352,0.0000026467203,0.000008266155,0.0002443723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984522,0.00009854852,0.0008233547,0.00010066215,0.0002855067,0.00023974484],"domain_scores_gemma":[0.9980071,0.0007597212,0.00044414238,0.00008536592,0.00034557423,0.00035806865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002130253,0.00009432334,0.00053863315,0.00059573253,0.000027144068,0.0000056431068,0.00004093892,0.00010254745,0.00006906014],"category_scores_gemma":[0.0007169618,0.000074353986,0.00008593866,0.0006230721,0.00009981964,0.00013407196,0.000010490266,0.00077672844,0.0000014595261],"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":[0.0008446698,0.00024732883,0.8658371,0.00010707121,0.000015976015,0.00008329812,0.0010550212,4.1384936e-7,0.0024688176,0.00097292056,0.007052669,0.12131474],"study_design_scores_gemma":[0.0011014055,0.00011805429,0.67406344,0.0013398523,0.000043624153,0.0013638429,0.0036010458,0.000016802422,0.0014052376,0.0016035533,0.31517556,0.0001676074],"about_ca_topic_score_codex":0.000010122394,"about_ca_topic_score_gemma":0.00005040261,"teacher_disagreement_score":0.3081229,"about_ca_system_score_codex":0.000028119868,"about_ca_system_score_gemma":0.0021398852,"threshold_uncertainty_score":0.37960646},"labels":[],"label_agreement":null},{"id":"W2143599140","doi":"10.1007/s00268-015-3101-x","title":"The Bare Minimum: The Reality of Global Anaesthesia and Patient Safety","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Dalhousie University","funders":"","keywords":"Medicine; Patient safety; Low and middle income countries; Abdominal surgery; Vascular surgery; Regional anaesthesia; General anaesthesia; Medical emergency; Health care; Cardiac surgery; Intensive care medicine; Developing country; Anesthesia; Surgery; Political science; Economic growth","score_opus":0.039539155742409564,"score_gpt":0.28158667341490273,"score_spread":0.24204751767249316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143599140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9356083,0.008842967,0.00000833549,0.04731621,0.00038464207,0.000121429744,0.000004634671,0.0000063274842,0.007707152],"genre_scores_gemma":[0.9979481,0.0008213003,0.0000353388,0.00087594375,0.00013599421,7.937523e-7,6.6716404e-7,0.000006372586,0.00017546203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982549,0.00027018698,0.00067538774,0.00007683101,0.00054994173,0.00017277784],"domain_scores_gemma":[0.99743605,0.0015566301,0.00026825137,0.00022545936,0.00027696905,0.00023666452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021797249,0.00010617751,0.0006500089,0.000043761454,0.00008141146,0.000019570734,0.000078045334,0.00003501348,0.000010377423],"category_scores_gemma":[0.00064323394,0.000047836267,0.00046461413,0.00027679955,0.00020913866,0.00005330556,0.000025835137,0.00016434658,0.0000014839642],"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":[0.0018907429,0.000075998956,0.8848063,0.00002217307,0.00019117455,0.0004690041,0.00027421312,0.0000073000115,0.000007417999,0.0026606792,0.030572377,0.07902265],"study_design_scores_gemma":[0.00036780498,0.00007419295,0.61448663,0.00009169221,0.0001034834,0.00079801085,0.0005816102,0.0000036351682,0.00001983858,0.00016503232,0.38325548,0.00005258095],"about_ca_topic_score_codex":0.00003404779,"about_ca_topic_score_gemma":0.00002480678,"teacher_disagreement_score":0.3526831,"about_ca_system_score_codex":0.00007297533,"about_ca_system_score_gemma":0.0002545455,"threshold_uncertainty_score":0.19507064},"labels":[],"label_agreement":null},{"id":"W2144099299","doi":"10.1007/s00268-013-2424-8","title":"Enhancing Surgical Performance Outcomes Through Process‐driven Care: A Systematic Review","year":2013,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":25,"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":"National Institute for Health and Care Research","keywords":"Medicine; Jadad scale; Vascular surgery; Multidisciplinary approach; Health administration; Intensive care medicine; Cardiac surgery; Nursing; Surgery; Public health; Randomized controlled trial; Cochrane Library","score_opus":0.05404963514476225,"score_gpt":0.34578506102078016,"score_spread":0.2917354258760179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144099299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014062466,0.9948257,0.000012439101,0.00013447892,0.0019406673,0.0021832285,0.000007470997,0.000053807606,0.0007015433],"genre_scores_gemma":[0.00011590883,0.9956328,0.0002632287,0.00043763194,0.0007316976,0.00028814113,0.000031332424,0.00016954754,0.0023296825],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9908546,0.00063211843,0.005879158,0.0004839781,0.0014183066,0.0007318317],"domain_scores_gemma":[0.98849964,0.0036014298,0.0056521143,0.0008890037,0.00096790714,0.00038990387],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0021460196,0.0010087992,0.015199308,0.0011019894,0.000106106534,0.000070592454,0.00044096276,0.00031110182,0.00037076403],"category_scores_gemma":[0.0013335897,0.0006134646,0.004600273,0.0014881536,0.00010031594,0.00074968697,0.00009134539,0.0018104363,0.0002956695],"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":[0.000015477064,0.00008420807,0.00044945546,0.95752347,0.0010910347,0.0011093299,0.00007269567,3.1651155e-7,1.5891382e-7,0.0000013472769,0.0027850233,0.036867492],"study_design_scores_gemma":[0.00013714876,0.000036052443,0.000009355388,0.7347976,0.006103016,0.0052054455,0.000023035132,2.2179123e-7,0.0000071713116,0.0000014143233,0.25325525,0.0004242636],"about_ca_topic_score_codex":0.0000022535964,"about_ca_topic_score_gemma":0.0000020190919,"teacher_disagreement_score":0.25047022,"about_ca_system_score_codex":0.0005625857,"about_ca_system_score_gemma":0.0020429608,"threshold_uncertainty_score":0.99963164},"labels":[],"label_agreement":null},{"id":"W2148792597","doi":"10.1007/s00268-001-0279-x","title":"Investigative modalities for massive lower gastrointestinal bleeding","year":2002,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Lower gastrointestinal bleeding; Gastrointestinal bleeding; Colonoscopy; Surgery; Hematocrit; Packed red blood cells; Sigmoidoscopy; Aspirin; Melena; Blood transfusion; Internal medicine; Cancer; Colorectal cancer","score_opus":0.09917007458607893,"score_gpt":0.2777678637903058,"score_spread":0.1785977892042269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148792597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975997,0.0011705518,0.00052803714,0.018681578,0.0007104137,0.00030329532,0.00001560583,0.00003907715,0.0025544618],"genre_scores_gemma":[0.9782906,0.00005799333,0.018625718,0.00043614322,0.0007082455,0.000015317328,0.0000027228962,0.000029821436,0.0018334481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984599,0.000027601862,0.00065479474,0.00015485511,0.0003454298,0.0003574283],"domain_scores_gemma":[0.9971412,0.0013054573,0.0005406745,0.00010645204,0.0005819491,0.0003242618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043485293,0.00020358393,0.00060370914,0.0004933721,0.00009188135,0.000039817474,0.00006429548,0.000019804656,0.0003541789],"category_scores_gemma":[0.0010209274,0.0001574226,0.0004813724,0.00025643862,0.00016450683,0.00018188445,0.000018402052,0.00025200873,0.000014957161],"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":[0.0006022302,0.0010302978,0.8402129,0.00021591064,0.0003929159,0.0019391422,0.0002785074,0.000108024135,0.003984251,0.0011490335,0.14678317,0.0033036158],"study_design_scores_gemma":[0.018947724,0.015719382,0.74831504,0.057390917,0.004913842,0.056335583,0.0046077305,0.004732579,0.03500232,0.014759455,0.03696004,0.0023153892],"about_ca_topic_score_codex":0.000005442586,"about_ca_topic_score_gemma":0.000002004276,"teacher_disagreement_score":0.10982314,"about_ca_system_score_codex":0.00015769481,"about_ca_system_score_gemma":0.00008684285,"threshold_uncertainty_score":0.6419508},"labels":[],"label_agreement":null},{"id":"W2154376287","doi":"10.1007/s00268-014-2676-y","title":"Withholding Tragic Knowledge May Lead to a Tragic Death: A Palliative Care Perspective","year":2014,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cardiothoracic surgery; Medicine; Perspective (graphical); Cardiac surgery; Abdominal surgery; Palliative care; Vascular surgery; Intensive care medicine; General surgery; Surgery; Nursing","score_opus":0.24874306056581993,"score_gpt":0.42618255020023527,"score_spread":0.17743948963441533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154376287","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08803331,0.16650556,0.0009946609,0.67914593,0.0056080353,0.0013743956,0.00015604294,0.00012687908,0.058055162],"genre_scores_gemma":[0.6952765,0.0047352547,0.0036572563,0.2547146,0.026184872,0.000047615387,0.0001181481,0.00039769243,0.014868067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628663,0.00032189206,0.0013410674,0.000484337,0.0009063279,0.00065974676],"domain_scores_gemma":[0.9934523,0.0022148574,0.0012839815,0.00040089665,0.0023272145,0.0003207307],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007319307,0.0006510142,0.0026926792,0.0023082076,0.00008445574,0.000039489532,0.0002984267,0.0004181167,0.00019865319],"category_scores_gemma":[0.0009130113,0.00052203325,0.0014189265,0.00091847044,0.00014447128,0.00012625227,0.000048760972,0.0027500133,0.00006472831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048749096,0.00011465653,0.04211037,0.0012645276,0.0011538164,0.0039067143,0.018353883,0.000007944529,0.00015837762,0.000054289318,0.9292593,0.0031286532],"study_design_scores_gemma":[0.0009828012,0.00037386082,0.004666911,0.020965861,0.0009886337,0.00021777717,0.0052740104,0.0000033914312,0.0010492727,0.000119081764,0.96476936,0.0005890647],"about_ca_topic_score_codex":0.00008735431,"about_ca_topic_score_gemma":0.000056232468,"teacher_disagreement_score":0.6072432,"about_ca_system_score_codex":0.0011082463,"about_ca_system_score_gemma":0.00090239814,"threshold_uncertainty_score":0.99972314},"labels":[],"label_agreement":null},{"id":"W2157609580","doi":"10.1007/s00268-015-3026-4","title":"Merged Near‐Infrared and White‐Light Imaging in Minimally Invasive Surgery","year":2015,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Anatomy and Medical Technology","field":"Engineering","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":"Abdominal surgery; Vascular surgery; Cardiac surgery; Cardiothoracic surgery; Medicine; White light; Surgery; Invasive surgery; Radiology; Optics","score_opus":0.017614677197053345,"score_gpt":0.2126441139454417,"score_spread":0.19502943674838835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157609580","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09469115,0.09552491,0.00008194673,0.7857335,0.011241118,0.00033243088,0.000035740664,0.00043026495,0.011928932],"genre_scores_gemma":[0.3293927,0.056711823,0.0036737835,0.5770957,0.020460004,0.00008034489,0.0002713289,0.0012634849,0.011050822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728125,0.00012195038,0.0012582819,0.00021767148,0.00051725894,0.0006035654],"domain_scores_gemma":[0.9974882,0.0014592805,0.00043404216,0.0002399661,0.00017254121,0.00020596539],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014105284,0.000382017,0.0013728131,0.0020142118,0.000037889407,0.000056296212,0.00023759359,0.00049640256,0.00016655542],"category_scores_gemma":[0.0008695731,0.00035686282,0.0003248335,0.00064056664,0.00017852215,0.00026691545,0.00006512135,0.0030375745,0.000012949153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018886303,0.000010338875,0.021563735,0.00020658434,0.000092527276,0.009288231,0.00008820502,0.00001057131,0.000027492826,0.0000014074009,0.95815146,0.010540572],"study_design_scores_gemma":[0.00019800053,0.0000053152708,0.0016986493,0.0011984603,0.000051065927,0.00054210133,0.000052170395,0.00005287675,0.000088867084,0.00044704584,0.99528855,0.00037686733],"about_ca_topic_score_codex":0.0000051987195,"about_ca_topic_score_gemma":0.000027778568,"teacher_disagreement_score":0.23470156,"about_ca_system_score_codex":0.00017982781,"about_ca_system_score_gemma":0.00055365305,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W2161003311","doi":"10.1007/s00268-008-9799-y","title":"Population Health Metrics for Surgery: Effective Coverage of Surgical Services in Low‐Income and Middle‐Income Countries","year":2008,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":64,"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 Toronto; Pediatric Oncology Group","funders":"","keywords":"Medicine; Low and middle income countries; Public health; Metric (unit); Quality (philosophy); Health services research; Population; Developing country; Intervention (counseling); Environmental health; Business; Economic growth; Nursing; Marketing; Economics","score_opus":0.024265928197332677,"score_gpt":0.2964835819209732,"score_spread":0.2722176537236405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161003311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869493,0.0104276305,0.000026286001,0.0014323916,0.0006697211,0.00040927445,0.00003224578,0.000011818573,0.000041316925],"genre_scores_gemma":[0.98975825,0.009226967,0.0001251481,0.00054018147,0.00023526732,0.000007892312,0.000024660625,0.000022499777,0.0000591232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99667245,0.00025415188,0.0017453905,0.00019207784,0.000602902,0.00053302036],"domain_scores_gemma":[0.9907056,0.007117754,0.0011837245,0.00014660589,0.000398042,0.00044829186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004298925,0.00021046292,0.0018209259,0.0019668308,0.00011875136,0.000012439066,0.00005248513,0.00010174079,0.000018140427],"category_scores_gemma":[0.00038505052,0.00017727852,0.000386139,0.0012571873,0.000085644344,0.00027529543,0.00002041153,0.00029057445,0.0000011635848],"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":[0.0023737676,0.00015540361,0.9899674,0.0038885123,0.00005404432,0.00044782812,0.000111744324,0.00001691416,0.0000011437589,0.00008576923,0.00039473368,0.0025027299],"study_design_scores_gemma":[0.0012768221,0.00014058423,0.98878753,0.0040683653,0.000029075714,0.00090227614,0.000029985551,0.000056924135,0.000033496188,0.00013551417,0.004408089,0.00013134885],"about_ca_topic_score_codex":0.0004786502,"about_ca_topic_score_gemma":0.00015281427,"teacher_disagreement_score":0.006863602,"about_ca_system_score_codex":0.0003043169,"about_ca_system_score_gemma":0.000620224,"threshold_uncertainty_score":0.7229208},"labels":[],"label_agreement":null},{"id":"W2164316462","doi":"10.1007/s00268-010-0738-3","title":"International Preoperative Rectal Cancer Management: Staging, Neoadjuvant Treatment, and Impact of Multidisciplinary Teams","year":2010,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Schulich School of Medicine and Dentistry; University of California, Irvine; College of Engineering, Michigan State University; St. Olavs Hospital Universitetssykehuset i Trondheim; London Health Sciences Centre; Cleveland Clinic; Michigan State University; St Vincent's Hospital Melbourne","keywords":"Medicine; Colorectal cancer; Neoadjuvant therapy; Vascular surgery; Stage (stratigraphy); Cardiothoracic surgery; Abdominal surgery; Radiology; Cancer; Surgery; General surgery; Internal medicine; Cardiac surgery","score_opus":0.0263425761134006,"score_gpt":0.34911721102515925,"score_spread":0.3227746349117586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164316462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99259627,0.0007455114,0.0000039639804,0.0004349504,0.0008461369,0.00018342494,0.000034378816,0.00000893973,0.005146446],"genre_scores_gemma":[0.9952593,0.0019144185,0.0005616901,0.000014958393,0.00026628797,0.000013236357,0.0000069434814,0.000018171879,0.0019449957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889356,0.000035471483,0.00047171625,0.00015870562,0.00026105795,0.00017948862],"domain_scores_gemma":[0.9989042,0.00022294131,0.00037029828,0.0001228269,0.00018721675,0.00019248528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022908722,0.00017811178,0.0005247048,0.00046516446,0.000043233835,0.000018045523,0.00006250757,0.000035216483,0.0008668293],"category_scores_gemma":[0.00003582756,0.00011511318,0.00035123073,0.00023090147,0.000103606166,0.0001935938,0.00005295765,0.00022479129,0.0000018317529],"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":[0.0018008869,0.00048259934,0.909493,0.00002423556,0.0013782873,0.0004878811,0.00036836002,0.000016695665,0.0036450275,0.000012689657,0.0005206413,0.08176967],"study_design_scores_gemma":[0.0023573493,0.00048447782,0.9911785,0.00037205976,0.00024719778,0.0003129577,0.00010239158,0.00008037374,0.0025283557,0.0000359961,0.0021849817,0.00011533724],"about_ca_topic_score_codex":0.00018588135,"about_ca_topic_score_gemma":0.000090352914,"teacher_disagreement_score":0.08168549,"about_ca_system_score_codex":0.0003324821,"about_ca_system_score_gemma":0.0002013028,"threshold_uncertainty_score":0.9491173},"labels":[],"label_agreement":null},{"id":"W2170607366","doi":"10.1007/s00268-008-9643-4","title":"Predictors of Technical Skill Acquisition Among Resident Trainees in a Laparoscopic Skills Education Program","year":2008,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":82,"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":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Abdominal surgery; Vascular surgery; Dreyfus model of skill acquisition; Cardiac surgery; Medicine; Cardiothoracic surgery; Medical education; Surgery; Political science","score_opus":0.02245525687181585,"score_gpt":0.3008260978010674,"score_spread":0.2783708409292516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170607366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94470227,0.0013164972,0.0000054675065,0.04843325,0.0016527427,0.0008393033,0.000007712682,0.00006015037,0.002982597],"genre_scores_gemma":[0.96811813,0.0005057992,0.00025426553,0.025944522,0.0035892853,0.00004125847,0.0001392816,0.00005260939,0.0013548267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996829,0.00016904615,0.0016365332,0.00021253596,0.0008490048,0.00030392985],"domain_scores_gemma":[0.99710953,0.0010748941,0.0011305867,0.00020936494,0.00032705226,0.00014856222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007175319,0.00025082266,0.0011676204,0.0018536204,0.00003067968,0.000017649709,0.0001065053,0.0004070652,0.00028845936],"category_scores_gemma":[0.00042189143,0.00020776388,0.0005539908,0.00079808274,0.00018622003,0.00015406069,0.000017968292,0.0016174198,0.0000025799168],"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":[0.0002011121,0.0009332682,0.6059355,0.00034147987,0.0001540804,0.0013574209,0.00032057118,0.000029504561,0.000022545793,0.0000031964364,0.37844777,0.012253555],"study_design_scores_gemma":[0.0013283504,0.00014336886,0.80460006,0.005572162,0.0001580772,0.00036487405,0.000047539703,0.0000054259267,0.000085219726,0.000041786607,0.18746027,0.00019283575],"about_ca_topic_score_codex":0.000018851064,"about_ca_topic_score_gemma":0.000014905918,"teacher_disagreement_score":0.19866459,"about_ca_system_score_codex":0.00024042794,"about_ca_system_score_gemma":0.00074441667,"threshold_uncertainty_score":0.8472365},"labels":[],"label_agreement":null},{"id":"W2183323043","doi":"10.1007/s00268-015-3274-3","title":"Access to Medicines are an Essential Component of Global Surgery","year":2015,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère","funders":"","keywords":"Cardiac surgery; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Medicine; Component (thermodynamics); General surgery; Surgery","score_opus":0.08330262455832052,"score_gpt":0.3597452908929906,"score_spread":0.2764426663346701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183323043","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22526295,0.005351739,0.000047381403,0.75329787,0.014553552,0.0004327619,0.0002155919,0.00004930888,0.00078886136],"genre_scores_gemma":[0.23253019,0.0006519207,0.00014373606,0.74131405,0.024500048,0.000009849371,0.00031739083,0.00011585143,0.00041693274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99193895,0.00048351646,0.003272377,0.00045483178,0.0027229597,0.0011273558],"domain_scores_gemma":[0.9903821,0.0017787248,0.003181356,0.00070627994,0.0023394686,0.0016120898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040422054,0.0006256907,0.004233472,0.001744351,0.00007450294,0.000064730986,0.0004739196,0.000556108,0.00032803413],"category_scores_gemma":[0.0013735002,0.0005025323,0.0012720812,0.0015591932,0.0002032114,0.00038812277,0.00013813058,0.001796705,0.000026438001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011129957,0.0002092142,0.2460163,0.0011478638,0.0002137485,0.008983713,0.000016146283,0.000005368281,0.000010632159,0.0000013916656,0.739869,0.0024136126],"study_design_scores_gemma":[0.00054913136,0.000117819975,0.15565275,0.006701755,0.00049864326,0.0025350794,0.000055309814,0.0000030269405,0.000048109458,0.00011626643,0.83325773,0.00046440784],"about_ca_topic_score_codex":0.00021296702,"about_ca_topic_score_gemma":0.000107152104,"teacher_disagreement_score":0.09338869,"about_ca_system_score_codex":0.00057115004,"about_ca_system_score_gemma":0.0037901653,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W2183509734","doi":"10.1007/s00268-015-3293-0","title":"Utilization of Percutaneous Needle Biopsy for Breast Diagnosis in a Comprehensive Breast Center: Implications for Development of Quality Indicators","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Lesions and Carcinomas","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":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Biopsy; Breast cancer; Concordance; Radiology; Breast biopsy; Referral; General surgery; Cancer; Mammography; Internal medicine; Family medicine","score_opus":0.1541199496673052,"score_gpt":0.35447053582849447,"score_spread":0.20035058616118928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183509734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557287,0.0004832505,0.0012778086,0.0018863208,0.00013699675,0.00033487452,0.0002666414,0.0000048408674,0.000036401983],"genre_scores_gemma":[0.9960545,0.000036828344,0.0036601217,0.00007509136,0.00006666427,0.000026488571,0.00004507093,0.00001653132,0.000018737466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983246,0.000052658208,0.0011161095,0.00011602034,0.00021361423,0.0001770003],"domain_scores_gemma":[0.997441,0.00053386256,0.00078240095,0.00015145082,0.0008997915,0.00019150155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006860807,0.000115243354,0.00060956343,0.00084240147,0.000037448353,0.00000529421,0.00007947681,0.00005199112,0.000016821741],"category_scores_gemma":[0.00011265834,0.000097814176,0.00024031043,0.000565923,0.000067682304,0.00007024379,0.000022500113,0.00008711553,3.3400377e-7],"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":[0.0011013891,0.00095446705,0.89886814,0.0003197723,0.00011648022,0.0000071139943,0.0008012398,0.0000076090882,0.0024351983,0.0002157021,0.0013431337,0.093829766],"study_design_scores_gemma":[0.0011054819,0.000049551552,0.9919061,0.0005134271,0.00006785857,0.0024508038,0.00085437275,0.000010623834,0.0008286981,0.00008855449,0.0020319072,0.000092643946],"about_ca_topic_score_codex":0.000024509456,"about_ca_topic_score_gemma":0.000026739452,"teacher_disagreement_score":0.093737125,"about_ca_system_score_codex":0.0001369989,"about_ca_system_score_gemma":0.00065478927,"threshold_uncertainty_score":0.39887464},"labels":[],"label_agreement":null},{"id":"W2202212257","doi":"10.1007/s00268-015-3367-z","title":"Economic Valuation of the Global Burden of Cleft Disease Averted by a Large Cleft Charity","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Life expectancy; Disability-adjusted life year; Per capita; Economic evaluation; Quality-adjusted life year; Economic impact analysis; Reimbursement; Psychological intervention; Cost effectiveness; Disease burden; Demography; Actuarial science; Environmental health; Population; Economics; Economic growth","score_opus":0.04434534534982423,"score_gpt":0.30224194104728713,"score_spread":0.2578965956974629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202212257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99772805,0.0006088926,0.00005290083,0.0007601395,0.00031584926,0.00006259416,0.000110560635,0.0000010789045,0.0003599611],"genre_scores_gemma":[0.9991745,0.00027812526,0.000010520082,0.000048351918,0.00022423657,6.6157025e-7,0.000020220918,0.000006426366,0.00023697277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988912,0.0001693866,0.00041915412,0.00009713403,0.00026512172,0.00015801896],"domain_scores_gemma":[0.99897987,0.000045270455,0.00037062625,0.00021048669,0.0002197588,0.00017398715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012058462,0.00007815353,0.00021026171,0.000053474618,0.000027442384,0.000009350505,0.0001899907,0.000047042307,0.000044529846],"category_scores_gemma":[0.00023583927,0.000058829668,0.00024088184,0.0001046408,0.00007631634,0.0000081856515,0.00008339063,0.00009107772,0.0000028084346],"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":[0.00040225327,0.0001230245,0.94773704,0.000036274767,0.000119410615,0.0000036102092,0.000041243056,0.00018591205,0.017234148,0.000073702904,0.032274965,0.0017684145],"study_design_scores_gemma":[0.0019371684,0.00013173388,0.88483983,0.00023528114,0.00014050484,0.00004022141,0.00017054411,0.00094824383,0.020979062,0.001847611,0.088422984,0.00030678953],"about_ca_topic_score_codex":0.000058045567,"about_ca_topic_score_gemma":0.000054455948,"teacher_disagreement_score":0.06289718,"about_ca_system_score_codex":0.000044005214,"about_ca_system_score_gemma":0.0005619254,"threshold_uncertainty_score":0.23990043},"labels":[],"label_agreement":null},{"id":"W2291323303","doi":"10.1007/s00268-016-3472-7","title":"Implementation of Enhanced Recovery After Surgery (ERAS) Across a Provincial Healthcare System: The ERAS Alberta Colorectal Surgery Experience","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Health Economics; Alberta Health Services; University of Alberta; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Guideline; Colorectal surgery; Cardiothoracic surgery; Vascular surgery; Health care; Cardiac surgery; Abdominal surgery; Emergency medicine; Surgery","score_opus":0.02197491330659653,"score_gpt":0.3048925589567531,"score_spread":0.2829176456501566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291323303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98944277,0.0015176862,0.0004069424,0.0027812212,0.0051536094,0.00050902046,0.00007648222,0.00004059157,0.000071652146],"genre_scores_gemma":[0.99630886,0.00093018595,0.00006752451,0.00058079645,0.0012967238,0.00015533321,0.00001136656,0.00008846579,0.00056076504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99321544,0.0006814954,0.0032946193,0.0005136017,0.0012569036,0.0010379552],"domain_scores_gemma":[0.9827419,0.012519192,0.0027441673,0.0006234749,0.0009603744,0.00041092528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041961847,0.00050193584,0.002082563,0.00093867246,0.00020662538,0.00006811108,0.00023334808,0.0001836026,0.00038703013],"category_scores_gemma":[0.0013597159,0.00030705766,0.0016108033,0.00117633,0.00034164873,0.001069636,0.00011325467,0.00045953254,0.000025714828],"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":[0.007968187,0.00021624012,0.86835134,0.0009475635,0.0004234391,0.00055442285,0.0014999729,0.0000019224663,0.023515971,0.000011875029,0.010155708,0.086353384],"study_design_scores_gemma":[0.0011356474,0.00024206101,0.7473308,0.009150751,0.00021709414,0.0013083131,0.0034472442,0.0000019448205,0.23232217,0.000035039946,0.004023434,0.0007855083],"about_ca_topic_score_codex":0.00072604814,"about_ca_topic_score_gemma":0.0032755274,"teacher_disagreement_score":0.2088062,"about_ca_system_score_codex":0.0006739083,"about_ca_system_score_gemma":0.0021414214,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W2296905470","doi":"10.1007/s00268-016-3442-0","title":"Evolving Management of Zenker’s Diverticulum in the Endoscopic Era: A North American Experience","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":27,"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; Montreal General Hospital","funders":"","keywords":"Medicine; Zenker's diverticulum; Cricopharyngeal myotomy; Dysphagia; Surgery; Myotomy; Diverticulum (mollusc); Cardiothoracic surgery; Abdominal surgery; General surgery; Achalasia; Esophagus","score_opus":0.0561855500626771,"score_gpt":0.36922132377874234,"score_spread":0.3130357737160652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296905470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908723,0.00021754378,0.0003983794,0.0030377763,0.00081808364,0.00026801584,0.0000013759892,0.000008075262,0.0043784557],"genre_scores_gemma":[0.9967433,0.00074284506,0.0004937569,0.0005567794,0.000099504636,0.00003461625,3.6181405e-7,0.000009747507,0.0013190936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977632,0.00037230048,0.000896498,0.00011786703,0.0004776009,0.00037250537],"domain_scores_gemma":[0.99772465,0.0010334216,0.0008331343,0.00023797633,0.00010535108,0.0000654641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012385647,0.00011344323,0.00036543296,0.00037364967,0.00013671991,0.000008647345,0.00031330303,0.000012411278,0.00029941535],"category_scores_gemma":[0.000065092,0.000059757,0.000117781565,0.00069140317,0.00009258745,0.00026017876,0.0001356801,0.0002414717,0.000017873037],"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":[0.000040877643,0.00009737081,0.96583736,0.000088786794,0.00007714822,0.00012331184,0.001329253,0.0000018161302,0.000047897247,0.0004637989,0.013394804,0.01849755],"study_design_scores_gemma":[0.00039511206,0.000022071683,0.9795147,0.00083665154,0.000036739286,8.0636664e-7,0.0056841993,0.0000034017974,0.000017371955,0.00005850291,0.01336204,0.0000684082],"about_ca_topic_score_codex":0.00008580191,"about_ca_topic_score_gemma":0.00044965086,"teacher_disagreement_score":0.018429141,"about_ca_system_score_codex":0.00013077653,"about_ca_system_score_gemma":0.00008261727,"threshold_uncertainty_score":0.3278388},"labels":[],"label_agreement":null},{"id":"W2306236049","doi":"10.1007/s00268-016-3486-1","title":"Surgical Non‐governmental Organizations: Global Surgery’s Unknown Nonprofit Sector","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":67,"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","funders":"","keywords":"Medicine; Listing (finance); Nonprofit sector; Health care; Vascular surgery; Inclusion (mineral); Global health; Public relations; Political science; Cardiac surgery; Public health; Business; Nursing; Surgery; Sociology; Finance","score_opus":0.021087129786113934,"score_gpt":0.2775436561955919,"score_spread":0.25645652640947797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306236049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97863865,0.0018209711,0.00022515158,0.009603033,0.003812592,0.00018696993,0.00006295023,0.000054776017,0.0055948794],"genre_scores_gemma":[0.99338454,0.0010593927,0.00015617219,0.0012505121,0.0015229256,0.0000032021037,0.000010203735,0.00003780344,0.0025752704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962276,0.00013865787,0.0015012319,0.00026297726,0.0010950473,0.0007744534],"domain_scores_gemma":[0.995473,0.0019081194,0.00071042526,0.00029053292,0.00064252707,0.0009753855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001759924,0.0002870933,0.0011376538,0.0003936901,0.00012358077,0.000030649073,0.00011870818,0.0001280141,0.002161532],"category_scores_gemma":[0.0010612305,0.00018502245,0.0006164781,0.0015229963,0.00013273642,0.00032515085,0.000051269348,0.00024880088,0.00020256903],"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":[0.00088785315,0.00027020447,0.81943935,0.00008680398,0.00011364856,0.002324978,0.000008226214,4.1872937e-7,0.00026686236,0.00030063625,0.16260447,0.013696557],"study_design_scores_gemma":[0.0024197479,0.00012523605,0.5733978,0.0023728048,0.00019725617,0.008988877,0.00008940159,0.000006843643,0.0016277471,0.0002199798,0.4100208,0.00053350924],"about_ca_topic_score_codex":0.000034712506,"about_ca_topic_score_gemma":0.000028324386,"teacher_disagreement_score":0.24741632,"about_ca_system_score_codex":0.0011264622,"about_ca_system_score_gemma":0.001673245,"threshold_uncertainty_score":0.9987506},"labels":[],"label_agreement":null},{"id":"W2339166851","doi":"10.1007/s00268-016-3503-4","title":"An Objective Assessment of the Surgical Trainee in an Urban Trauma Unit in South Africa: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care 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":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Logistic regression; Vascular surgery; Abdominal surgery; Emergency medicine; Confounding; Surgery; Cardiothoracic surgery; Cardiac surgery; General surgery; Internal medicine","score_opus":0.10432105062990588,"score_gpt":0.3416536373239806,"score_spread":0.2373325866940747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339166851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698585,0.00034074433,0.0000050355875,0.00042169174,0.00036755824,0.000212145,0.000006801551,0.0000067186816,0.0016534659],"genre_scores_gemma":[0.9995595,0.000027239259,0.000024370454,0.00001748741,0.00020454222,0.000007719422,3.5206259e-7,0.000016857432,0.00014192188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977336,0.00043093893,0.00089344906,0.00016625655,0.0005017611,0.0002739876],"domain_scores_gemma":[0.9986874,0.0004262225,0.00030563766,0.00023921077,0.00021053251,0.00013100359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015857061,0.00016175213,0.000729739,0.00067762804,0.000040398518,0.0000060811803,0.0001393774,0.000024493187,0.00009941968],"category_scores_gemma":[0.000105632236,0.00008324535,0.00017911955,0.0008360671,0.00010410856,0.00017522987,0.00002280721,0.00033509222,5.0233353e-7],"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":[0.00072628097,0.0026624207,0.98231894,0.000014771808,0.00010206877,0.0003723638,0.008703295,0.000007741766,0.00064617954,0.00003911025,0.00012254661,0.0042842734],"study_design_scores_gemma":[0.0023804933,0.0015007517,0.9858476,0.0003628752,0.00006589905,0.000030683466,0.009385947,0.0000031928932,0.00007005429,0.00004339232,0.00020913749,0.00009998036],"about_ca_topic_score_codex":0.000039084232,"about_ca_topic_score_gemma":0.0013071143,"teacher_disagreement_score":0.004184293,"about_ca_system_score_codex":0.00009860457,"about_ca_system_score_gemma":0.00024846735,"threshold_uncertainty_score":0.3394647},"labels":[],"label_agreement":null},{"id":"W2369093238","doi":"10.1007/s00268-016-3546-6","title":"Edward John Hinchey (1934 to Present): Father of Modern Age of Acute Complicated Diverticulitis of the Colon","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diverticular Disease and Complications","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":"University of Minnesota","keywords":"Medicine; Diverticulitis; Abdominal surgery; Vascular surgery; Cardiac surgery; Cardiothoracic surgery; General surgery; Surgery","score_opus":0.034927691765049076,"score_gpt":0.27341312628250247,"score_spread":0.2384854345174534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2369093238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99102676,0.0005398578,0.0009717621,0.0059766113,0.00013750966,0.00022919259,0.00007512128,0.000006742764,0.0010364426],"genre_scores_gemma":[0.99871117,0.00010163929,0.00012313353,0.00023410284,0.000054422766,0.0000048875045,0.000002707444,0.000013019309,0.000754899],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985153,0.00007894932,0.0006873843,0.00010424655,0.00045914797,0.00015496693],"domain_scores_gemma":[0.99816287,0.00024813844,0.00050090766,0.00040211657,0.00051635306,0.00016963322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023487114,0.00010176513,0.00052077195,0.000218762,0.000029959156,0.0000043236796,0.00022334851,0.000029708066,0.00013097485],"category_scores_gemma":[0.00010735061,0.000056315104,0.00044757556,0.00037128487,0.00014216453,0.00007058325,0.00010607948,0.00008122137,0.0000073537663],"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":[0.0011633611,0.0012662077,0.29868603,0.0001658223,0.0017512649,0.00008854546,0.0004690383,0.000028104952,0.64797705,0.00064558454,0.030396612,0.017362356],"study_design_scores_gemma":[0.00087789417,0.00009405717,0.90868604,0.0013446207,0.00083499734,0.000055080025,0.000027956094,0.000020387177,0.080151685,0.0010738055,0.006729211,0.00010425332],"about_ca_topic_score_codex":0.000025133024,"about_ca_topic_score_gemma":0.0000058250284,"teacher_disagreement_score":0.61,"about_ca_system_score_codex":0.000039926483,"about_ca_system_score_gemma":0.00013913108,"threshold_uncertainty_score":0.22964633},"labels":[],"label_agreement":null},{"id":"W2410873811","doi":"10.1007/s00268-016-3573-3","title":"Efficacy of Surgical Simulation Training in a Low‐Income Country","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"University of Rwanda","keywords":"Medicine; Simulation training; Confidence interval; Session (web analytics); Surgical simulation; Physical therapy; Medical education; Surgery; Simulation; Internal medicine; Computer science","score_opus":0.05657574129025059,"score_gpt":0.32439536961352267,"score_spread":0.26781962832327205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410873811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642056,0.00021393845,0.00014799288,0.0006006657,0.00027177436,0.00006212117,0.0000015017683,0.000011054443,0.0022703817],"genre_scores_gemma":[0.9993306,0.00005962982,0.000055934128,0.000070046866,0.00029869282,4.517905e-7,0.0000012957763,0.000013646296,0.00016972449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982026,0.00008585186,0.0009845871,0.000098408105,0.0004269164,0.00020159608],"domain_scores_gemma":[0.9937802,0.0053975955,0.0004214047,0.00009698473,0.00014543957,0.00015840688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013012253,0.0001015049,0.0005982867,0.00064770057,0.000018466153,0.0000062937397,0.000044433622,0.000056086225,0.0006183521],"category_scores_gemma":[0.00059762533,0.000064053806,0.0002496899,0.00056714274,0.00006923278,0.00014471365,0.000010142637,0.00018423918,0.000005674103],"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":[0.0050676567,0.00034109238,0.7464895,0.00008110384,0.000121660334,0.0015648574,0.0005170707,0.006408474,0.00031998113,0.0004653779,0.00004427744,0.2385789],"study_design_scores_gemma":[0.01627379,0.000097203105,0.9462589,0.0055645215,0.00006920042,0.000270847,0.00013254631,0.0016795162,0.00027237405,0.00025113163,0.028912887,0.00021709781],"about_ca_topic_score_codex":0.0000023323985,"about_ca_topic_score_gemma":0.000003661139,"teacher_disagreement_score":0.23836179,"about_ca_system_score_codex":0.00006943546,"about_ca_system_score_gemma":0.00019667331,"threshold_uncertainty_score":0.67705214},"labels":[],"label_agreement":null},{"id":"W2415570019","doi":"10.1007/s00268-016-3588-9","title":"Civilian Airway Trauma: A Single‐Institution Experience","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma Management and Diagnosis","field":"Medicine","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Airway; General surgery; Surgery","score_opus":0.06660138806445316,"score_gpt":0.27826257773380403,"score_spread":0.21166118966935088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415570019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97814536,0.00065598387,0.0007471461,0.007465632,0.001034064,0.00007392282,9.748874e-7,0.000028956027,0.011847938],"genre_scores_gemma":[0.996248,0.00022986834,0.00022234648,0.0003995487,0.00046673563,0.0000033769634,4.010611e-7,0.000010480332,0.0024192429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884945,0.000028141818,0.00046304605,0.00011182815,0.000340416,0.00020713483],"domain_scores_gemma":[0.9990348,0.0002995533,0.00024092481,0.00014802112,0.00010853106,0.00016816298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000378373,0.00010515363,0.00031620378,0.0005220018,0.00004972794,0.000020221976,0.000070126436,0.000028169621,0.000652113],"category_scores_gemma":[0.00023892052,0.00006376463,0.00025452438,0.0003255199,0.00010311396,0.0004075492,0.000015102314,0.000089811234,0.000043593853],"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":[0.00048687903,0.00062267965,0.482094,0.00006185551,0.00010809735,0.000869929,0.00026525705,0.0000015540043,0.009760833,0.0006201652,0.06848209,0.43662667],"study_design_scores_gemma":[0.0023383047,0.00024461644,0.5654703,0.00311488,0.00019455605,0.00028396046,0.0003339856,0.0000021220058,0.03548056,0.00020715814,0.39202106,0.00030854825],"about_ca_topic_score_codex":0.000004529253,"about_ca_topic_score_gemma":0.000027884947,"teacher_disagreement_score":0.4363181,"about_ca_system_score_codex":0.000100741054,"about_ca_system_score_gemma":0.000058405607,"threshold_uncertainty_score":0.714018},"labels":[],"label_agreement":null},{"id":"W2518987064","doi":"10.1007/s00268-016-3710-z","title":"Total Extraperitoneal Hernia Repair: Residency Teaching Program and Outcome Evaluation","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Inguinal hernia; Surgery; Abdominal surgery; Hernia; Complication; Vascular surgery; Cardiothoracic surgery; Hernia repair; General surgery; Cardiac surgery","score_opus":0.07126392007943114,"score_gpt":0.3602839254780498,"score_spread":0.2890200053986187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518987064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98671776,0.0017607411,0.00008357787,0.0067484328,0.00053077383,0.00033070418,9.926074e-7,0.00009667975,0.0037303222],"genre_scores_gemma":[0.9930985,0.00012751509,0.0028661138,0.00018475592,0.00048325676,0.00001096312,8.073324e-7,0.000018080264,0.003210003],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99816996,0.00017222021,0.0006888339,0.00014449614,0.00061958004,0.00020491338],"domain_scores_gemma":[0.9989316,0.00029121482,0.0002694945,0.00016809085,0.00015901553,0.0001805907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003389008,0.0001154568,0.00036917994,0.00035420625,0.00007320432,0.000022284905,0.00003491006,0.000035707017,0.0002591258],"category_scores_gemma":[0.0006615579,0.00007056732,0.00028789495,0.00009710234,0.00004851386,0.00023346835,0.000029267414,0.0002066304,0.000009977076],"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":[0.00026930106,0.00018600788,0.46466845,0.00007631229,0.00015121362,0.00028392553,0.00011495648,7.8713794e-7,0.0013931894,0.00008476187,0.010463523,0.5223076],"study_design_scores_gemma":[0.0018637588,0.0003190361,0.9079775,0.0011153495,0.00047115856,0.0010904853,0.00017411492,0.00015053438,0.00008710238,0.0002550563,0.086288586,0.00020732002],"about_ca_topic_score_codex":0.000010993188,"about_ca_topic_score_gemma":0.000016265258,"teacher_disagreement_score":0.52210027,"about_ca_system_score_codex":0.00010048074,"about_ca_system_score_gemma":0.0001641568,"threshold_uncertainty_score":0.28776518},"labels":[],"label_agreement":null},{"id":"W2532539691","doi":"10.1007/s00268-016-3735-3","title":"Robotic Site Adjusted Levator Transection for Carcinoma of the Rectum: A Modification of the Existing Cylindrical Abdominoperineal Resection for Eccentrically Located Tumors","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":6,"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 Columbian Hospital","funders":"","keywords":"Medicine; Abdominoperineal resection; Levator ani; Surgery; Perioperative; Rectum; Colorectal cancer; Pelvic floor; Cancer","score_opus":0.1066365190722209,"score_gpt":0.3069994553052389,"score_spread":0.20036293623301804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532539691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258405,0.00021098346,0.0036495135,0.0019152992,0.00076786405,0.0007811857,0.000015634241,0.000007735631,0.00006772285],"genre_scores_gemma":[0.99904,0.000021635875,0.00025035423,0.000032090866,0.00022729595,0.000036572303,0.000002092546,0.00002265241,0.00036730047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813104,0.00015039727,0.0009559583,0.0001601071,0.00039107914,0.00021143365],"domain_scores_gemma":[0.9964388,0.0015886354,0.000906604,0.00021373417,0.0007619517,0.00009026874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072531024,0.00013562318,0.0005415054,0.00023439853,0.000100378056,0.0000059641698,0.00010750919,0.00006333404,0.000018851832],"category_scores_gemma":[0.0011869308,0.000065502,0.0006319909,0.0007736427,0.00010791015,0.00008261822,0.000016991482,0.00014735776,3.2934017e-7],"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":[0.049510922,0.00115634,0.664981,0.0009265281,0.00058072625,0.00002107981,0.00048433614,0.000991462,0.20361958,0.00012884832,0.001262672,0.0763365],"study_design_scores_gemma":[0.00428159,0.0007006879,0.860541,0.0013253819,0.0004448031,0.00020626103,0.00003942871,0.001565481,0.13026197,0.00011108171,0.00040623598,0.000116098774],"about_ca_topic_score_codex":0.00004141658,"about_ca_topic_score_gemma":0.000060980732,"teacher_disagreement_score":0.19555998,"about_ca_system_score_codex":0.0003836916,"about_ca_system_score_gemma":0.00032869523,"threshold_uncertainty_score":0.2671094},"labels":[],"label_agreement":null},{"id":"W2538753246","doi":"10.1007/s00268-016-3765-x","title":"The Correlation Between Poverty and Access to Essential Surgical Care in Ghana: A Geospatial Analysis","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Fogarty International Center","keywords":"Poverty; Health geography; Medicine; Geospatial analysis; Regional variation; Population; Health informatics; Environmental health; Geography; Socioeconomics; Economic growth; Public health; Nursing; Business; Health policy; Cartography","score_opus":0.021538412390378063,"score_gpt":0.31516929161041257,"score_spread":0.2936308792200345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538753246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98519135,0.001568696,0.0003344728,0.011797425,0.0005536762,0.00011563483,0.0000110882675,0.0000062334593,0.00042140897],"genre_scores_gemma":[0.99850667,0.00032884028,0.000027076256,0.00044019942,0.00051949953,0.0000020316666,0.0000047975745,0.0000076010274,0.00016330191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981472,0.00017918531,0.00076504605,0.00013671447,0.00042796452,0.00034388408],"domain_scores_gemma":[0.996288,0.0026629337,0.00028138873,0.00013541101,0.00023517502,0.0003970778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015066732,0.00010982648,0.0006060853,0.0007997071,0.00009395213,0.000040999024,0.00006640762,0.000057878806,0.00006436151],"category_scores_gemma":[0.0005070659,0.000057066463,0.00027203094,0.0011242306,0.00004383402,0.00018382019,0.000045667275,0.00018223254,0.0000044568096],"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":[0.0012089913,0.000019153038,0.93205047,0.000018752993,0.00012838724,0.0003119269,0.00006471103,0.00000544981,0.000005594186,0.000021360582,0.004758143,0.061407037],"study_design_scores_gemma":[0.00065761927,0.000039536477,0.980121,0.000249214,0.00026601568,0.00008799208,0.00010974784,0.000011047318,0.000027698963,0.000028425058,0.018319465,0.000082194376],"about_ca_topic_score_codex":0.000105868356,"about_ca_topic_score_gemma":0.0010053525,"teacher_disagreement_score":0.061324842,"about_ca_system_score_codex":0.00013689382,"about_ca_system_score_gemma":0.00027456833,"threshold_uncertainty_score":0.23271029},"labels":[],"label_agreement":null},{"id":"W2540441074","doi":"10.1007/s00268-016-3759-8","title":"Implementation of the World Health Organization Trauma Care Checklist Program in 11 Centers Across Multiple Economic Strata: Effect on Care Process Measures","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"AO Foundation; World Health Organization","keywords":"Medicine; Checklist; Emergency medicine; Health care; Logistic regression; Odds ratio; Odds; Internal medicine","score_opus":0.027247481643329866,"score_gpt":0.3525503381809676,"score_spread":0.32530285653763774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540441074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960885,0.0009836195,0.0000027145302,0.0014802869,0.0008085831,0.0004785618,0.000048302187,0.000014685074,0.000094748844],"genre_scores_gemma":[0.999534,0.00011745914,0.00001332603,0.00006432277,0.00018248055,0.000012780461,0.000013344789,0.000024643934,0.000037618625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983875,0.000113991555,0.0007643573,0.00015379448,0.00029954864,0.00028081544],"domain_scores_gemma":[0.9987157,0.00017496572,0.0005586877,0.00014431507,0.00032239643,0.00008395202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041684211,0.00016135856,0.0005043948,0.00026336237,0.000112498754,0.000013255828,0.00009464939,0.000024785304,0.00003622089],"category_scores_gemma":[0.00009976552,0.0000919539,0.00019798308,0.0004474826,0.00006719244,0.00013803763,0.000016537986,0.00013935525,0.0000011589353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017635195,0.000052068935,0.806585,0.00035541956,0.000055119242,0.0000050417107,0.0033624484,0.000017198343,0.00021686194,0.0000029461348,0.0008045076,0.188367],"study_design_scores_gemma":[0.0017091536,0.0002329186,0.96344286,0.0012052935,0.000036355177,0.000008224963,0.010179518,2.3388367e-7,0.021474939,0.0000016102617,0.0016196263,0.000089239125],"about_ca_topic_score_codex":0.0003280011,"about_ca_topic_score_gemma":0.04597415,"teacher_disagreement_score":0.18827777,"about_ca_system_score_codex":0.0005060244,"about_ca_system_score_gemma":0.00031657575,"threshold_uncertainty_score":0.97143435},"labels":[],"label_agreement":null},{"id":"W2555931093","doi":"10.1007/s00268-016-3818-1","title":"Patient Survival After Simultaneous ALPPS and Colorectal Resection","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Stage (stratigraphy); Abdominal surgery; Colorectal cancer; Surgery; Cardiothoracic surgery; Univariate analysis; Colorectal surgery; Cardiac surgery; Vascular surgery; Mortality rate; Propensity score matching; Complication; Internal medicine; Cancer; Multivariate analysis","score_opus":0.05178955909662586,"score_gpt":0.23660093932722745,"score_spread":0.1848113802306016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555931093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557316,0.0021852478,0.000012938301,0.0012762889,0.00049810676,0.00008697983,0.000003465377,0.000009303791,0.00035453078],"genre_scores_gemma":[0.99849385,0.00050750555,0.00007820146,0.00007407574,0.0002749836,0.000004151203,0.0000010075006,0.000014556038,0.0005516951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990373,0.00008083884,0.00035340205,0.00010048764,0.0002623328,0.000165627],"domain_scores_gemma":[0.9985196,0.00091074983,0.00016287273,0.00007256982,0.0001582869,0.0001759079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033447923,0.00010356656,0.00031448176,0.00029149844,0.000033878034,0.000012993801,0.000015935278,0.00003970649,0.00032776027],"category_scores_gemma":[0.00020911128,0.00005982418,0.00017428657,0.00014720611,0.000050922998,0.00009554624,0.000014958898,0.00009997185,0.00001306197],"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":[0.00215634,0.00009325939,0.9241747,0.000018282693,0.00010779309,0.0025118394,0.00006868523,1.04231e-7,0.002093915,0.0000028377153,0.00084398047,0.067928225],"study_design_scores_gemma":[0.003150799,0.0018521033,0.8876691,0.0015912689,0.0005358407,0.0030981523,0.00011094059,0.000064510394,0.034646183,0.00014207467,0.06673439,0.00040467267],"about_ca_topic_score_codex":0.0000060776833,"about_ca_topic_score_gemma":0.000020342875,"teacher_disagreement_score":0.067523554,"about_ca_system_score_codex":0.00007206139,"about_ca_system_score_gemma":0.0000708932,"threshold_uncertainty_score":0.35887453},"labels":[],"label_agreement":null},{"id":"W2556761323","doi":"10.1007/s00268-016-3813-6","title":"Impact of Safe Distance on Long‐Term Outcome After Surgical Therapy of Alveolar Echinococcosis","year":2016,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Parasitic infections in humans and animals","field":"Medicine","cited_by":51,"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; Surgery; Anthelmintic; Echinococcosis; Alveolar echinococcosis; Vascular surgery; Disease; Abdominal surgery; Cardiothoracic surgery; Cardiac surgery; Internal medicine","score_opus":0.055895968485953386,"score_gpt":0.364697244739881,"score_spread":0.3088012762539276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556761323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99714017,0.0010852087,0.00016846946,0.0002337325,0.000270397,0.00007199491,0.000021080046,0.000005276089,0.0010036809],"genre_scores_gemma":[0.99817187,0.000883483,0.00004606365,0.000053085947,0.00027495367,0.0000019633048,6.2344054e-7,0.000017307917,0.00055064325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830985,0.00008032439,0.0009519609,0.00010738907,0.00034188275,0.00020861377],"domain_scores_gemma":[0.9980991,0.0007155832,0.0005901339,0.00023089664,0.00023442807,0.00012984323],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007779541,0.00015489744,0.00077408965,0.0005025729,0.000028409475,0.000006371838,0.000072651266,0.000049913913,0.0016462625],"category_scores_gemma":[0.00009727207,0.00008098011,0.00097007025,0.00022080592,0.00013909998,0.00011919282,0.000010298618,0.00018664032,0.000008452183],"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":[0.0022420047,0.0004727752,0.97754025,0.000033149754,0.00024015759,0.00028727672,0.000029180661,0.0000017963221,0.0035546147,0.000069331894,0.00040949442,0.015119936],"study_design_scores_gemma":[0.0011357324,0.00037112372,0.99253106,0.00090589206,0.00004562175,0.00022734016,0.000002195608,4.1900634e-7,0.0034905383,0.000046972073,0.0011515422,0.00009154805],"about_ca_topic_score_codex":0.000008262534,"about_ca_topic_score_gemma":0.0000036798158,"teacher_disagreement_score":0.015028388,"about_ca_system_score_codex":0.0001045985,"about_ca_system_score_gemma":0.000112507005,"threshold_uncertainty_score":0.9992664},"labels":[],"label_agreement":null},{"id":"W2572359438","doi":"10.1007/s00268-017-3875-0","title":"Cost‐Effectiveness in Global Surgery: Pearls, Pitfalls, and a Checklist","year":2017,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"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; Montreal Children's Hospital","funders":"","keywords":"Checklist; Cost effectiveness; Medicine; Cost-effectiveness analysis; Cost–benefit analysis; Vascular surgery; Risk analysis (engineering); Cardiac surgery; Surgery","score_opus":0.19485835316230155,"score_gpt":0.43046362194486826,"score_spread":0.2356052687825667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572359438","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009915995,0.99396276,0.0000040542172,0.00025005138,0.0027055335,0.0006331076,0.00005918358,0.000017672564,0.0013760166],"genre_scores_gemma":[0.0025149009,0.995923,0.000030476165,0.00019794234,0.0008429619,0.00002491381,0.000043030675,0.000059093494,0.00036369535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945427,0.000835871,0.0025192045,0.00043957285,0.0007098885,0.0009527601],"domain_scores_gemma":[0.9918133,0.0038344457,0.0024988807,0.00055697985,0.0003083503,0.0009880508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008418524,0.0006448455,0.0075823236,0.0014953763,0.0001433135,0.000110545945,0.00021407177,0.00038786503,0.00005000414],"category_scores_gemma":[0.0024616227,0.0005020459,0.0018987034,0.0008786026,0.0002078184,0.00025647398,0.00009768037,0.0012734068,0.00002562772],"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":[0.0003690747,0.00020670863,0.0768079,0.029429534,0.00022597556,0.005393006,0.0000061703363,8.469955e-8,2.87098e-8,0.000047869267,0.019792894,0.8677207],"study_design_scores_gemma":[0.00035645184,0.000023585962,0.05569712,0.089589685,0.0005145603,0.004629899,0.000007030554,3.5048961e-7,8.0036386e-8,0.000043789096,0.8488066,0.00033083832],"about_ca_topic_score_codex":0.00019132925,"about_ca_topic_score_gemma":0.00011448788,"teacher_disagreement_score":0.8673899,"about_ca_system_score_codex":0.0008976939,"about_ca_system_score_gemma":0.0049048737,"threshold_uncertainty_score":0.9997431},"labels":[],"label_agreement":null},{"id":"W2578532420","doi":"10.1007/s00268-017-3874-1","title":"When Surgical Resources are Severely Constrained, Who Receives Care? Determinants of Access to Orthopaedic Trauma Surgery in Uganda","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":28,"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 British Columbia; Queen's University","funders":"","keywords":"Medicine; Referral; Socioeconomic status; Public health; Femur; Physical therapy; Surgery; Population; Family medicine; Environmental health; Nursing","score_opus":0.06899194728935869,"score_gpt":0.3423736870841588,"score_spread":0.27338173979480007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2578532420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896773,0.0038064567,0.0000016209226,0.003270887,0.0013413313,0.00023253924,0.000039442468,0.000014159051,0.0016162387],"genre_scores_gemma":[0.99722,0.0011834776,0.00008355133,0.0005989561,0.0005657814,0.0000057698267,0.0000038728617,0.00003577707,0.00030280976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548125,0.0002649523,0.0022058778,0.0003289852,0.00090002734,0.0008188997],"domain_scores_gemma":[0.99335706,0.0024380428,0.0020602464,0.00056843524,0.0006250203,0.0009512119],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003137047,0.0003270383,0.0023089775,0.0016657839,0.00021279768,0.00011447933,0.0003978693,0.00016944156,0.00019981798],"category_scores_gemma":[0.0024059755,0.00027048163,0.00081193,0.0004484116,0.00031749974,0.0005440843,0.00011574481,0.0005924844,0.00000691904],"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":[0.003315813,0.0001453892,0.9078542,0.00060345774,0.000046463556,0.0066978377,0.00041966623,0.0000041827984,0.000007024054,0.0000025495922,0.014727816,0.06617557],"study_design_scores_gemma":[0.0010898708,0.000065828615,0.96052086,0.0065965275,0.000058907775,0.00124766,0.00047959996,0.000003855525,0.00035525908,0.000035420948,0.029301511,0.00024468073],"about_ca_topic_score_codex":0.0002897958,"about_ca_topic_score_gemma":0.0010024287,"teacher_disagreement_score":0.065930896,"about_ca_system_score_codex":0.00013892743,"about_ca_system_score_gemma":0.00090407487,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W2586458067","doi":"10.1007/s00268-017-3887-9","title":"Determining Patient Preferences for Indeterminate Thyroid Nodules: Observation, Surgery or Molecular Tests","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","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":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Indeterminate; Thyroid nodules; Medicine; Malignancy; Thyroid cancer; Nodule (geology); Thyroid; Otorhinolaryngology; Cardiothoracic surgery; Radiology; General surgery; Internal medicine; Surgery","score_opus":0.10594656039837391,"score_gpt":0.32732021617749113,"score_spread":0.22137365577911722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586458067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951798,0.0017971799,0.000059483496,0.001544443,0.0009990357,0.0002478902,0.000013854529,0.000014297951,0.00014403784],"genre_scores_gemma":[0.9965025,0.0009812168,0.0013240632,0.00053576555,0.00032060928,0.000057586145,0.000008259799,0.000034409433,0.00023558577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980794,0.000046320074,0.0009164712,0.00021651336,0.00041368447,0.00032762098],"domain_scores_gemma":[0.99560916,0.0017360891,0.0015418166,0.000432709,0.00045859875,0.0002215996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061972433,0.00022425911,0.00081005215,0.00038851242,0.0002513267,0.0001317344,0.0001515596,0.0000584826,0.00005280563],"category_scores_gemma":[0.001469558,0.0001546216,0.0004997548,0.0001193801,0.00008084885,0.00036804078,0.00004179643,0.00015711125,0.0000033258266],"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":[0.0005651311,0.00030600387,0.8230213,0.00017529132,0.00025519377,0.0013215394,0.00012755017,0.000007462804,0.00081942225,0.00001079609,0.010120846,0.16326945],"study_design_scores_gemma":[0.001075394,0.0004545542,0.9705959,0.0026694194,0.00030767542,0.00028653964,0.00008086098,0.000016102456,0.014693285,0.00023462376,0.009334313,0.00025130983],"about_ca_topic_score_codex":0.0000144578535,"about_ca_topic_score_gemma":0.00006975966,"teacher_disagreement_score":0.16301814,"about_ca_system_score_codex":0.00012142384,"about_ca_system_score_gemma":0.000658092,"threshold_uncertainty_score":0.6305285},"labels":[],"label_agreement":null},{"id":"W2599755717","doi":"10.1007/s00268-017-4007-6","title":"Cost‐Effectiveness of Two Government District Hospitals in Sub‐Saharan Africa","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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 Toronto","funders":"","keywords":"Government (linguistics); Sierra leone; Medicine; Commission; Investment (military); Health economics; Socioeconomics; Environmental health; Economic growth; Public health; Business; Nursing; Economics; Finance; Political science","score_opus":0.04872476925178339,"score_gpt":0.32697387833092467,"score_spread":0.2782491090791413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599755717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901727,0.004334083,0.000039454604,0.00061034464,0.0010777572,0.00023432581,0.000023620209,0.000004515541,0.003503224],"genre_scores_gemma":[0.9982666,0.0013440007,0.000041126114,0.00007077376,0.00016348931,0.000005960253,0.0000021552842,0.000014075257,0.00009183486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976749,0.00017348274,0.0008947512,0.00013353751,0.00071335904,0.0004100013],"domain_scores_gemma":[0.9969048,0.0012578882,0.0009799803,0.0003478735,0.00017009463,0.0003393599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035895845,0.00014911924,0.00096136716,0.0002471716,0.000082146515,0.00002234566,0.00014269496,0.000045429762,0.000043399967],"category_scores_gemma":[0.0010796177,0.00012035376,0.00036357515,0.00022284109,0.000098295284,0.00019941281,0.000040785602,0.00030801434,0.0000073007545],"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":[0.0016315433,0.00033381255,0.95776546,0.0003610218,0.000060306207,0.0010351543,0.000019253035,0.0000070439714,0.0010356231,0.000041470055,0.009463667,0.02824565],"study_design_scores_gemma":[0.001389341,0.000078101555,0.9839493,0.0020877838,0.00004504527,0.000100489226,0.000014125387,0.000006048645,0.0031627282,0.00013546238,0.008928325,0.00010327522],"about_ca_topic_score_codex":0.000067214045,"about_ca_topic_score_gemma":0.000019397645,"teacher_disagreement_score":0.028142374,"about_ca_system_score_codex":0.00034096904,"about_ca_system_score_gemma":0.0003262794,"threshold_uncertainty_score":0.4907884},"labels":[],"label_agreement":null},{"id":"W2599927756","doi":"10.1007/s00268-017-3982-y","title":"Enhanced Recovery After Surgery (ERAS<sup>®</sup>) in Individuals with Diabetes: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":30,"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; Alberta Health Services","funders":"","keywords":"Medicine; Randomized controlled trial; MEDLINE; Diabetes mellitus; Observational study; Systematic review; Vascular surgery; Intensive care medicine; Cardiac surgery; Surgery; Internal medicine","score_opus":0.05623091184184764,"score_gpt":0.3145662510410702,"score_spread":0.2583353391992226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599927756","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009029973,0.9944909,0.00002026344,0.00019571195,0.001286269,0.002666705,0.00006252162,0.00004755008,0.00032705287],"genre_scores_gemma":[0.00048039135,0.9937411,0.0001732791,0.0011536466,0.00090201804,0.00083494186,0.00008294861,0.00032761673,0.0023040369],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9857328,0.0019463765,0.008143993,0.0009310884,0.0018704289,0.0013753044],"domain_scores_gemma":[0.97415555,0.012095145,0.010173206,0.0022483103,0.0006355805,0.000692203],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.01200498,0.001621968,0.023375858,0.005702292,0.00011602574,0.00023401258,0.00069531146,0.00057098886,0.0003872271],"category_scores_gemma":[0.0062584192,0.0010893247,0.00568003,0.0021061718,0.00022921941,0.0011503324,0.00017006283,0.002714374,0.00016458654],"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":[0.00015147397,0.00027893786,0.003559916,0.87338644,0.0025151756,0.0029822171,0.000031568845,0.0000018851127,2.4834927e-7,3.2319383e-7,0.00852851,0.10856329],"study_design_scores_gemma":[0.000264531,0.000072954164,0.00023859435,0.83399546,0.0070287054,0.0011700295,0.000008186706,3.6504554e-7,0.0000041380626,0.0000069492994,0.15630692,0.0009031787],"about_ca_topic_score_codex":0.0000035431983,"about_ca_topic_score_gemma":0.000012760258,"teacher_disagreement_score":0.14777842,"about_ca_system_score_codex":0.00084516197,"about_ca_system_score_gemma":0.004030112,"threshold_uncertainty_score":0.9996528},"labels":[],"label_agreement":null},{"id":"W2614768124","doi":"10.1007/s00268-017-4028-1","title":"Development of a Unifying Target and Consensus Indicators for Global Surgical Systems Strengthening: Proposed by the Global Alliance for Surgery, Obstetric, Trauma, and Anaesthesia Care (The G4 Alliance)","year":2017,"lang":"en","type":"erratum","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arbutus Biopharma (Canada); Centre for Global Health Research; McGill University Health Centre; Korle Bu Neuroscience Foundation; Health Care Foundation","funders":"World Health Organization","keywords":"Alliance; Medicine; Health care; Global health; Intensive care medicine; Nursing; Public health; Political science","score_opus":0.045083669360339126,"score_gpt":0.311976879059914,"score_spread":0.26689320969957486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614768124","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30589867,0.6474189,0.00012738217,0.0069339066,0.030168422,0.0056082867,0.0018525093,0.00006787126,0.0019240489],"genre_scores_gemma":[0.9761945,0.013096469,0.0026779072,0.00045718407,0.0026052948,0.00015503903,0.00055258675,0.00015322269,0.0041077924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944117,0.00029026973,0.0026102792,0.00053014123,0.0010897995,0.0010678302],"domain_scores_gemma":[0.9907483,0.003380252,0.0039489614,0.00050530175,0.0006777313,0.00073946785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003864464,0.00066468935,0.002758188,0.00024662536,0.000776447,0.00015885968,0.00038068005,0.00048822715,0.000003914641],"category_scores_gemma":[0.0014982988,0.00041423977,0.0007648154,0.00061293377,0.0006097429,0.00009112163,0.00006692022,0.0007979503,3.6150797e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025917783,0.00016787279,0.116562515,0.0062470585,0.000850437,0.00037522026,0.0003308131,0.0000034073648,0.0000011580952,0.00017256332,0.77226377,0.10043344],"study_design_scores_gemma":[0.0013608014,0.000111969945,0.014336496,0.004669028,0.00040941118,0.0009960288,0.0012092383,0.00004236967,0.000014660175,0.000045229044,0.97638327,0.00042151532],"about_ca_topic_score_codex":0.000048354006,"about_ca_topic_score_gemma":0.000066424116,"teacher_disagreement_score":0.67029583,"about_ca_system_score_codex":0.0006342801,"about_ca_system_score_gemma":0.004803816,"threshold_uncertainty_score":0.99983096},"labels":[],"label_agreement":null},{"id":"W2626107123","doi":"10.1007/s00268-017-4073-9","title":"Quantitative Assessment of Pancreatic Texture Using a Durometer: A New Tool to Predict the Risk of Developing a Postoperative Fistula","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":32,"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":"Medicine; Pancreatic fistula; Palpation; Pancreas; Univariate analysis; Cardiac surgery; Surgery; Radiology; Internal medicine; Multivariate analysis","score_opus":0.11261300082943425,"score_gpt":0.41363895585895305,"score_spread":0.3010259550295188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626107123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877873,0.00051569805,0.0069890297,0.0034816815,0.00015728943,0.0003467488,0.0000151181775,0.0000026907144,0.0007044411],"genre_scores_gemma":[0.95651484,0.00036787905,0.04226306,0.00017220661,0.00011648195,0.000003976058,0.000001028739,0.000014045336,0.0005464998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978112,0.00031477484,0.00091347133,0.00012894072,0.00059271517,0.0002388833],"domain_scores_gemma":[0.9952792,0.0021499714,0.0013557525,0.0003799709,0.0006777064,0.00015740162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024927112,0.00014813915,0.001170363,0.00044376747,0.00023684636,0.000030736897,0.00023162198,0.000052105966,0.00009795988],"category_scores_gemma":[0.0038078486,0.000087042914,0.00027657364,0.00029036036,0.0002349864,0.0001523921,0.00009612656,0.00042401018,0.0000013657076],"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":[0.00086893287,0.00011389486,0.9860937,0.00011198515,0.0011430742,0.00016593767,0.0011368825,0.000038537917,0.0044588554,0.0002871834,0.0019896599,0.003591338],"study_design_scores_gemma":[0.00090699916,0.0005263106,0.99259317,0.0021776636,0.0007055985,0.00024155913,0.0005198834,0.0010310077,0.0005199898,0.00019181696,0.0004919298,0.00009406656],"about_ca_topic_score_codex":0.00027576005,"about_ca_topic_score_gemma":0.000064639935,"teacher_disagreement_score":0.03527403,"about_ca_system_score_codex":0.00016853686,"about_ca_system_score_gemma":0.002750536,"threshold_uncertainty_score":0.48793328},"labels":[],"label_agreement":null},{"id":"W2726996399","doi":"10.1007/s00268-017-4088-2","title":"Epidemiology of Traumatic Injuries at an Urban Hospital in Port‐au‐Prince, Haiti","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":23,"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","funders":"","keywords":"Medicine; Epidemiology; Trauma center; Injury Severity Score; Logbook; Injury prevention; Poison control; Emergency medicine; Vascular surgery; Occupational safety and health; Retrospective cohort study; Surgery; Pediatrics; Medical emergency; Cardiac surgery; Internal medicine","score_opus":0.08792261844398412,"score_gpt":0.34897834966236824,"score_spread":0.2610557312183841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726996399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98820674,0.003203811,0.000004727305,0.002430667,0.0014551857,0.00007195723,0.000004599179,0.0000066455727,0.0046156654],"genre_scores_gemma":[0.99788266,0.0005194028,0.00018905471,0.00010722465,0.0004354117,0.0000024309215,0.0000025826666,0.0000155569,0.0008456553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979601,0.00010455035,0.0012617519,0.0001374957,0.00021355858,0.0003225689],"domain_scores_gemma":[0.9977142,0.00045598464,0.0011309915,0.0003584546,0.00017121984,0.00016915426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016391833,0.00015443277,0.0011904419,0.00046471282,0.00014488513,0.0000029737855,0.00015649799,0.00005659753,0.00013010607],"category_scores_gemma":[0.001326853,0.000119679724,0.0003582006,0.00010117772,0.00035455677,0.00025352527,0.000056761688,0.00026122355,0.0000045260804],"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":[0.0002265664,0.00018734904,0.9839709,0.00011890083,0.00012785441,0.00018956544,0.0010541183,0.000002210015,0.000052289415,0.00015449591,0.008549454,0.0053663417],"study_design_scores_gemma":[0.00041365446,0.0001755675,0.9950899,0.000535372,0.00007206841,0.000066306144,0.00040262475,0.000002156319,0.00015621417,0.0003102866,0.0026670508,0.00010880709],"about_ca_topic_score_codex":0.00017286724,"about_ca_topic_score_gemma":0.0008634453,"teacher_disagreement_score":0.011119037,"about_ca_system_score_codex":0.00010252817,"about_ca_system_score_gemma":0.00017210585,"threshold_uncertainty_score":0.48803976},"labels":[],"label_agreement":null},{"id":"W2734720250","doi":"10.1007/s00268-017-4119-z","title":"Laparoscopic Compared to Open Repeat Hepatectomy for Colorectal Liver Metastases: a Multi‐institutional Propensity‐Matched Analysis of Short‐ and Long‐Term Outcomes","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hepatectomy; Propensity score matching; Abdominal surgery; Laparoscopy; Surgery; Cohort; Retrospective cohort study; Cardiac surgery; Internal medicine; Vascular surgery; Gastroenterology; Resection","score_opus":0.27328442914945766,"score_gpt":0.35226033372580023,"score_spread":0.07897590457634257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734720250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973807,0.0006801174,0.00023758493,0.0005661273,0.00015145703,0.0008588719,0.000074464806,0.000006463265,0.000044215692],"genre_scores_gemma":[0.99677014,0.0000796959,0.002621125,0.0001419399,0.000047631675,0.00003532642,0.000054492342,0.000014072284,0.00023560267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846995,0.00007623302,0.00071316084,0.00022478151,0.00029871662,0.00021715186],"domain_scores_gemma":[0.99814624,0.00034508333,0.0005101813,0.00032087628,0.0004013864,0.00027622396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009806477,0.00020638392,0.0017970977,0.0007618689,0.0002468085,0.0001390017,0.00022291744,0.00004351127,0.00010204083],"category_scores_gemma":[0.00034321344,0.00014091448,0.0006270219,0.00027957698,0.00014149158,0.00031372972,0.00015703544,0.00011230436,0.0000017275395],"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":[0.0014198766,0.0003892072,0.98924005,0.0001067197,0.004339024,0.0006196177,0.00013298808,0.0000042560237,0.0011722245,0.000008464674,0.00027831903,0.0022892763],"study_design_scores_gemma":[0.001937868,0.00013433103,0.9869164,0.0002863389,0.0046594013,0.00006611413,0.000015343172,0.00044158107,0.0050994754,0.0000023266432,0.00030528742,0.00013551828],"about_ca_topic_score_codex":0.00016616641,"about_ca_topic_score_gemma":0.00080934545,"teacher_disagreement_score":0.003927251,"about_ca_system_score_codex":0.00007775353,"about_ca_system_score_gemma":0.000229524,"threshold_uncertainty_score":0.5746326},"labels":[],"label_agreement":null},{"id":"W2734897453","doi":"10.1007/s00268-017-4106-4","title":"Association of Elevated Pre‐operative Hemoglobin A1c and Post‐operative Complications in Non‐diabetic Patients: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital; McGill University; McGill University Health Centre","funders":"Mitacs","keywords":"Medicine; Cardiac surgery; Abdominal surgery; Diabetes mellitus; Vascular surgery; Cardiothoracic surgery; Systematic review; Surgery; Internal medicine; MEDLINE; General surgery; Endocrinology","score_opus":0.039733211081049526,"score_gpt":0.35689037029341963,"score_spread":0.3171571592123701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734897453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015641127,0.99486536,0.000003882741,0.00059075584,0.00025592925,0.0022600943,0.00010449639,0.0000051463453,0.00035020712],"genre_scores_gemma":[0.005948375,0.99236095,0.00004802266,0.0003744166,0.000061071456,0.0001196742,0.0001309148,0.000029253011,0.00092733995],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9951985,0.0005530047,0.0031323833,0.00025625378,0.00056615524,0.00029372296],"domain_scores_gemma":[0.99236375,0.0018420006,0.0032788266,0.000409307,0.0019054778,0.00020065435],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015016304,0.00039440967,0.0060098665,0.00067506655,0.00009482224,0.000042603224,0.00019481908,0.00020306239,0.00004678939],"category_scores_gemma":[0.004420565,0.00027195943,0.00079504884,0.00041081276,0.00009130468,0.00020050413,0.000052632782,0.00069971324,0.000008943512],"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":[0.00013236237,0.00092368486,0.010342813,0.9415511,0.002099653,0.000072607174,0.00026344837,1.919609e-7,0.00000530298,0.000050012528,0.0021692882,0.04238952],"study_design_scores_gemma":[0.0014037483,0.00025895986,0.003126428,0.96476054,0.00695107,0.00007622035,0.00002235471,0.0000056732324,0.0000010564602,0.000012209117,0.023086578,0.00029513205],"about_ca_topic_score_codex":0.000013739817,"about_ca_topic_score_gemma":0.0000119020715,"teacher_disagreement_score":0.042094387,"about_ca_system_score_codex":0.00040124607,"about_ca_system_score_gemma":0.0005901253,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W2736256625","doi":"10.1007/s00268-017-4118-0","title":"Elevated Lactate is Independently Associated with Adverse Outcomes Following Hepatectomy","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Internal medicine; Hepatectomy; Gastroenterology; Abdominal surgery; Cirrhosis; Adverse effect; Comorbidity; Charlson comorbidity index; Mortality rate; Vascular surgery; Surgery; Cardiac surgery; Resection","score_opus":0.03715812463189716,"score_gpt":0.300661048479551,"score_spread":0.26350292384765384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736256625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552524,0.00006974919,0.00007248129,0.002993631,0.00038944138,0.00010582159,0.000008087442,0.00005422872,0.0007813015],"genre_scores_gemma":[0.9946238,0.00016411068,0.0002870622,0.00089710124,0.00005036448,0.0000013488007,0.000006077928,0.00003372896,0.0039364197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984362,0.000040304956,0.0005822357,0.00012464571,0.0005599876,0.00025664],"domain_scores_gemma":[0.9981117,0.0002782761,0.00094892114,0.0002757326,0.00021076498,0.00017458409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000733841,0.00018005185,0.0007224354,0.0004486746,0.00020425764,0.000057096066,0.00015086279,0.00006638978,0.0002483586],"category_scores_gemma":[0.0002595645,0.00012315038,0.00048377123,0.00015798365,0.000050084218,0.00039044078,0.000016025682,0.00037731134,0.00001093573],"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":[0.00020260143,0.00007941524,0.9949065,0.000036505473,0.0005671045,0.0021385143,0.00010236337,3.9593056e-7,0.00034629702,0.000005548534,0.0011220797,0.000492687],"study_design_scores_gemma":[0.0018822531,0.00005800086,0.98575425,0.0007512397,0.00043416352,0.00009701414,0.000039667782,0.0000027019414,0.009961262,0.000041087238,0.0008267844,0.00015156058],"about_ca_topic_score_codex":0.000034601297,"about_ca_topic_score_gemma":0.000055590725,"teacher_disagreement_score":0.009614966,"about_ca_system_score_codex":0.00008539581,"about_ca_system_score_gemma":0.00018659006,"threshold_uncertainty_score":0.50219274},"labels":[],"label_agreement":null},{"id":"W2747390974","doi":"10.1007/s00268-017-4187-0","title":"Disparities in Breast Cancer: Private Patients Have Better Outcomes Than Public Patients","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Medicine; Mastectomy; Breast cancer; Private practice; Vascular surgery; Stage (stratigraphy); Internal medicine; Radiation therapy; Surgery; Cardiothoracic surgery; Cancer; Cardiac surgery","score_opus":0.08694847373777242,"score_gpt":0.3264600693487811,"score_spread":0.23951159561100865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747390974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838419,0.00019691724,0.000002271297,0.014409243,0.0009430115,0.00008936137,0.000027674027,0.000006187216,0.00048346768],"genre_scores_gemma":[0.99735886,0.00019482251,0.000054823835,0.0018607677,0.00025541423,0.0000048581323,0.0000067817523,0.00001726952,0.00024638008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980583,0.000043347052,0.00068413664,0.00014262539,0.0006805944,0.0003909846],"domain_scores_gemma":[0.9981492,0.00011257247,0.00081883714,0.00029657382,0.0003993948,0.0002234159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004692637,0.00016800694,0.0006277877,0.00043642556,0.00016411784,0.0001403565,0.00023884718,0.00004844931,0.00012162984],"category_scores_gemma":[0.00029299268,0.0001260091,0.00026083746,0.000101806036,0.00010331144,0.0008688966,0.00008931206,0.00035495206,0.000005191109],"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":[0.00022219514,0.00014817218,0.97338754,0.000029540915,0.00007146403,0.00009064502,0.000039886545,9.196334e-7,0.0000027478445,0.000012148991,0.007212106,0.01878262],"study_design_scores_gemma":[0.0011968984,0.000027125681,0.995353,0.00083587447,0.000037569396,0.000015251145,0.000019347923,0.000002954436,0.000021346736,0.000083919585,0.002280977,0.00012573115],"about_ca_topic_score_codex":0.00081863906,"about_ca_topic_score_gemma":0.00057448103,"teacher_disagreement_score":0.02196545,"about_ca_system_score_codex":0.00022048021,"about_ca_system_score_gemma":0.00015025355,"threshold_uncertainty_score":0.51385015},"labels":[],"label_agreement":null},{"id":"W2750173042","doi":"10.1007/s00268-017-4182-5","title":"Clinical Safety of Renaming Encapsulated Follicular Variant of Papillary Thyroid Carcinoma: Is NIFTP Truly Benign?","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Thyroid neoplasm; Thyroid carcinoma; Thyroid cancer; Thyroid; Thyroid nodules; Papillary thyroid cancer; Incidence (geometry); Radiology; Internal medicine; Oncology","score_opus":0.047311711973208055,"score_gpt":0.318706068498966,"score_spread":0.27139435652575794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750173042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98258585,0.013040787,0.000027081578,0.002243086,0.00083001173,0.00015907834,0.000027336599,0.0000061834044,0.001080559],"genre_scores_gemma":[0.9925355,0.0061771288,0.0003869437,0.00018933612,0.0004218343,0.0000021180133,0.0000056269996,0.000028062008,0.00025349096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677855,0.00013381531,0.0020069147,0.00022691501,0.00058020797,0.0002736089],"domain_scores_gemma":[0.9954327,0.000640949,0.0024891652,0.0007384752,0.00042903124,0.00026969408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017722195,0.00021437155,0.0015119564,0.0003312943,0.00013070353,0.000017714689,0.00021130129,0.00010997688,0.00017877037],"category_scores_gemma":[0.00038226254,0.00015992684,0.0010878333,0.00017307645,0.00018660081,0.00016866224,0.00007084406,0.00034094456,0.0000030682056],"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":[0.00129042,0.0009186362,0.9677549,0.00015092775,0.001268021,0.0022263054,0.00019017923,0.000010174577,0.0024064414,0.000114134295,0.007922892,0.01574694],"study_design_scores_gemma":[0.0031888974,0.00043287777,0.9796857,0.0014063249,0.0008049813,0.00031163674,0.000055391414,0.000020679068,0.008679979,0.0001238164,0.005140653,0.0001490149],"about_ca_topic_score_codex":0.00015404943,"about_ca_topic_score_gemma":0.000019754225,"teacher_disagreement_score":0.015597925,"about_ca_system_score_codex":0.00010633645,"about_ca_system_score_gemma":0.00047143686,"threshold_uncertainty_score":0.65216273},"labels":[],"label_agreement":null},{"id":"W2752487308","doi":"10.1007/s00268-017-4199-9","title":"Implications of Intrahepatic Cholangiocarcinoma Etiology on Recurrence and Prognosis after Curative‐Intent Resection: a Multi‐Institutional Study","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":25,"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 Ottawa","funders":"China Scholarship Council","keywords":"Medicine; Intrahepatic Cholangiocarcinoma; Hepatocellular carcinoma; Hepatology; Internal medicine; Cardiothoracic surgery; Hepatolithiasis; Gastroenterology; Stage (stratigraphy); Abdominal surgery; Propensity score matching; Cirrhosis; Hepatectomy; Surgery; Resection","score_opus":0.10900173442354531,"score_gpt":0.346553659164481,"score_spread":0.23755192474093567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752487308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991796,0.0020982902,0.00004580345,0.004879962,0.00045170894,0.00027994602,0.000009372581,0.00000499741,0.00043387734],"genre_scores_gemma":[0.9990066,0.00032475815,0.00016781267,0.00013329479,0.00022010693,0.000051460476,0.0000015766384,0.000007384428,0.00008697655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988794,0.00007050835,0.0005129572,0.00017453112,0.00021518728,0.00014743746],"domain_scores_gemma":[0.998418,0.0002484232,0.00051727524,0.00026344095,0.00044804454,0.00010485129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046477828,0.00013473064,0.0004993303,0.0003625849,0.00023827658,0.0000277123,0.00009382015,0.000030122821,0.000036082263],"category_scores_gemma":[0.00047353448,0.00009532591,0.0001823003,0.00012332523,0.00029854733,0.00015972074,0.00005808094,0.000264498,0.0000020539592],"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":[0.00082590466,0.0005597858,0.98777914,0.000049455026,0.00026854852,0.00010038702,0.0005767542,7.174159e-7,0.00011955348,0.00005688674,0.0013000106,0.008362876],"study_design_scores_gemma":[0.00090300787,0.00048836414,0.9967268,0.00048117992,0.00015551783,0.0002322379,0.00021732894,0.0000057000593,0.0001555866,0.00004329306,0.0005133188,0.00007767002],"about_ca_topic_score_codex":0.00004153497,"about_ca_topic_score_gemma":0.00020252098,"teacher_disagreement_score":0.008947674,"about_ca_system_score_codex":0.000072947274,"about_ca_system_score_gemma":0.00015053652,"threshold_uncertainty_score":0.38872778},"labels":[],"label_agreement":null},{"id":"W2756368314","doi":"10.1007/s00268-017-4190-5","title":"Trauma Leagues—A Novel Option to Attract Medical Students to a Surgical Career","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":18,"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 Toronto","funders":"Universidade Estadual de Campinas","keywords":"League; Medicine; Curriculum; Specialty; Likert scale; Medical education; Trauma surgery; Family medicine; Psychology; Surgery; Orthopedic surgery; Pedagogy","score_opus":0.13816223103495667,"score_gpt":0.3908750576135323,"score_spread":0.25271282657857563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756368314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499696,0.000108992346,0.00016047062,0.036813833,0.003381203,0.000094798736,0.0000040837267,0.000012571521,0.009454456],"genre_scores_gemma":[0.99282694,0.00010176685,0.00013570604,0.0015780278,0.0021243836,7.454009e-7,7.177686e-7,0.000007096172,0.0032246173],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489605,0.000113431495,0.0004122647,0.0001439694,0.0040875305,0.0003467425],"domain_scores_gemma":[0.99776536,0.00044918747,0.00027324483,0.00019706706,0.00033733665,0.0009778131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009014248,0.0001000461,0.00038762204,0.00033649622,0.00067062874,0.0003535423,0.0014892691,0.0000879413,0.0007711621],"category_scores_gemma":[0.0018876799,0.00008700539,0.00022894079,0.00022264605,0.0002058789,0.0003809528,0.00019479821,0.00034643855,0.0000840513],"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":[0.00051478366,0.00060863787,0.61449903,0.000018871231,0.00017336474,0.002891803,0.009199487,0.00002397284,0.00004458468,0.001431314,0.18055454,0.1900396],"study_design_scores_gemma":[0.00058569,0.000058781974,0.3469047,0.0004590413,0.000044037777,0.000045755984,0.0032746573,8.0194184e-7,0.000024762556,0.00004075842,0.6484047,0.00015631808],"about_ca_topic_score_codex":0.0005213809,"about_ca_topic_score_gemma":0.001407087,"teacher_disagreement_score":0.46785015,"about_ca_system_score_codex":0.0001417966,"about_ca_system_score_gemma":0.00029038388,"threshold_uncertainty_score":0.8443684},"labels":[],"label_agreement":null},{"id":"W2762047249","doi":"10.1007/s00268-017-4294-y","title":"Clock‐Drawing Test as a Bedside Assessment of Post‐operative Delirium Risk in Elderly Patients with Accidental Hip Fracture","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":11,"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":"Delirium; Medicine; Montreal Cognitive Assessment; Hip fracture; Logistic regression; Perioperative; Cardiothoracic surgery; Emergency medicine; Cognition; Physical therapy; Surgery; Internal medicine; Psychiatry; Cognitive impairment","score_opus":0.013075466204815736,"score_gpt":0.30312810660814576,"score_spread":0.29005264040333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762047249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939728,0.00018836766,0.00006384142,0.003598032,0.0003252851,0.0002689667,0.000020485662,0.000005049155,0.0015571903],"genre_scores_gemma":[0.99309546,0.00006992866,0.00031683804,0.0062314696,0.0001199531,0.0000035812352,0.00002042615,0.000035631427,0.00010673884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979621,0.00012338652,0.0007547131,0.00018701114,0.0006752323,0.0002975569],"domain_scores_gemma":[0.98379034,0.0010902213,0.0014686532,0.00028303027,0.01320033,0.00016742705],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00059688155,0.00023891855,0.000776272,0.0007944975,0.00016817597,0.00006059238,0.00016128513,0.0000734956,0.00017266891],"category_scores_gemma":[0.013377258,0.00017711121,0.0002751497,0.00019043374,0.0001750956,0.00048442598,0.00005208025,0.0009381935,0.0000043664695],"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":[0.0008224115,0.00040765776,0.9901742,0.000027253134,0.00022670942,0.000658082,0.0003865614,0.00001676381,0.00058031105,0.00000437504,0.0026835806,0.0040121134],"study_design_scores_gemma":[0.0026648769,0.0007914831,0.98912275,0.0017824263,0.00020138276,0.0000965675,0.0031236103,0.000009325643,0.0017054562,0.00002974759,0.0002958389,0.00017656547],"about_ca_topic_score_codex":0.00033516707,"about_ca_topic_score_gemma":0.00040848317,"teacher_disagreement_score":0.014171761,"about_ca_system_score_codex":0.00018843923,"about_ca_system_score_gemma":0.0006585367,"threshold_uncertainty_score":0.9949335},"labels":[],"label_agreement":null},{"id":"W2765105336","doi":"10.1007/s00268-017-4292-0","title":"Impact of Trauma System Structure on Injury Outcomes: A Systematic Review and Meta‐Analysis","year":2017,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":125,"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 Calgary; Dalhousie University; Université Laval; Praxis Spinal Cord Institute; The Quebec Population Health Research Network","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Medicine; Meta-analysis; Odds ratio; Random effects model; MEDLINE; Emergency medicine; Poison control; Injury Severity Score; Population; Internal medicine; Injury prevention","score_opus":0.2060276226987999,"score_gpt":0.4412660374197514,"score_spread":0.2352384147209515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765105336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004684459,0.99816495,9.393722e-7,0.000076853394,0.00031141983,0.0008690339,0.00024683442,0.000010450381,0.00027265062],"genre_scores_gemma":[0.007903554,0.9914362,0.000016508244,0.00004301029,0.000104097926,0.000022151411,0.000012481909,0.00004691924,0.00041506506],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99476284,0.00048915826,0.003503513,0.00026738303,0.000697867,0.00027925277],"domain_scores_gemma":[0.9916125,0.00089315604,0.0058891093,0.0008846076,0.00047608398,0.0002445409],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0017166834,0.00070352916,0.028173227,0.0020998244,0.000095221614,0.000024913437,0.00024995688,0.00014985155,0.00018148316],"category_scores_gemma":[0.0005834472,0.0003310253,0.015880661,0.00084726576,0.00008239681,0.000091086935,0.000039902192,0.0006473204,0.000003468056],"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":[0.000013148764,0.000029859637,0.00022664377,0.6523211,0.33738142,0.000105691106,0.000015562173,1.3079534e-7,1.3998141e-8,0.0000042381116,0.0012766314,0.008625537],"study_design_scores_gemma":[0.000058647194,0.00007142094,0.000833587,0.28584588,0.70710915,0.00036934525,0.00001367831,3.802605e-8,4.828434e-8,9.4654445e-7,0.0055180904,0.00017914029],"about_ca_topic_score_codex":0.000027517952,"about_ca_topic_score_gemma":0.0000160001,"teacher_disagreement_score":0.36972776,"about_ca_system_score_codex":0.00020272048,"about_ca_system_score_gemma":0.00034935423,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W2765469231","doi":"10.1007/s00268-017-4284-0","title":"International Scholarship Programs of the American College of Surgeons: Expansion of the Global Surgical Network","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":6,"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":"Scholarship; Respondent; Medicine; Medical education; Public relations; Political science; Law","score_opus":0.04619408951908866,"score_gpt":0.3328967233719374,"score_spread":0.2867026338528487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765469231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895836,0.0007035264,0.0000023450518,0.0048781084,0.0026579497,0.00017741405,0.000039192175,0.0000040073246,0.0019538365],"genre_scores_gemma":[0.9987755,0.00039876762,0.000112735404,0.00020757238,0.00033862665,0.000001653736,0.0000016144055,0.000009899862,0.00015363346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968755,0.0002797512,0.0013080217,0.0001209101,0.0010616775,0.0003541395],"domain_scores_gemma":[0.99462503,0.000630556,0.0032157765,0.0005713983,0.0007415657,0.00021564604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002941922,0.00014439698,0.00092543603,0.000113775415,0.00016565541,0.000012093344,0.00050486746,0.00005474958,0.00003893532],"category_scores_gemma":[0.0011835883,0.00008014435,0.00087588135,0.0006183099,0.0006815033,0.0001388271,0.00015858105,0.0003912412,7.039584e-7],"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":[0.001376526,0.00021763684,0.97685,0.00008172195,0.00011900265,0.00007714259,0.000009372982,0.000011193937,0.000038625214,0.00063273194,0.0063185017,0.01426757],"study_design_scores_gemma":[0.0005421956,0.000060362723,0.9700959,0.0019432454,0.00007117956,0.0004115626,0.000053581156,0.000008566087,0.00028856978,0.0004896053,0.02596954,0.00006572624],"about_ca_topic_score_codex":0.00014721668,"about_ca_topic_score_gemma":0.00008136332,"teacher_disagreement_score":0.019651039,"about_ca_system_score_codex":0.00010524778,"about_ca_system_score_gemma":0.00088421616,"threshold_uncertainty_score":0.32681918},"labels":[],"label_agreement":null},{"id":"W2767915390","doi":"10.1007/s00268-017-4322-y","title":"Measuring Decision‐Making During Thyroidectomy: Validity Evidence for a Web‐Based Assessment Tool","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":11,"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":"Intraclass correlation; Cronbach's alpha; Medicine; Thyroidectomy; Abdominal surgery; Cardiothoracic surgery; Concordance; Test (biology); Reliability (semiconductor); Vascular surgery; Physical therapy; Concordance correlation coefficient; Cognition; Cardiac surgery; Psychometrics; Clinical psychology; Surgery; Internal medicine; Thyroid; Statistics; Psychiatry","score_opus":0.24177194096313503,"score_gpt":0.39842898658999804,"score_spread":0.156657045626863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767915390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891336,0.0027384302,0.0036573205,0.0014076055,0.0022283322,0.00031750664,0.000008025049,0.000040902607,0.0004682987],"genre_scores_gemma":[0.9896682,0.0002792136,0.00785482,0.0003079385,0.0015409761,0.00002096255,0.0000012624182,0.00005496435,0.00027165227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656147,0.00014261996,0.001359052,0.000339598,0.0010242929,0.00057295663],"domain_scores_gemma":[0.9899037,0.0065363464,0.0016973716,0.0008806086,0.00068469316,0.0002973132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0054096384,0.00031383985,0.0011685934,0.00086777966,0.0007890124,0.0003079859,0.0003704703,0.00009208092,0.00009759212],"category_scores_gemma":[0.0068696393,0.00026149664,0.0011560358,0.00022539386,0.00010257127,0.0008602945,0.00009137836,0.0005680026,0.0000105082],"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":[0.003987837,0.0002638278,0.91084146,0.00031407623,0.00020859184,0.0011861899,0.000047491572,0.00014381504,0.052150227,0.00003082342,0.019523064,0.011302582],"study_design_scores_gemma":[0.0023409692,0.00009744245,0.9763798,0.007104639,0.0002491425,0.0004530296,0.000025485246,0.00047141596,0.006408605,0.00020770439,0.005889684,0.00037206823],"about_ca_topic_score_codex":0.0000041243593,"about_ca_topic_score_gemma":0.00001506272,"teacher_disagreement_score":0.06553835,"about_ca_system_score_codex":0.00033530462,"about_ca_system_score_gemma":0.001589468,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W2768018493","doi":"10.1007/s00268-017-4327-6","title":"A Multi‐institutional Comparison of Adrenal Venous Sampling in Patients with Primary Aldosteronism: Caution Advised if Successful Bilateral Adrenal Vein Sampling is Not Achieved","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":27,"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","funders":"","keywords":"Primary aldosteronism; Medicine; Inferior vena cava; Retrospective cohort study; Laterality; Cohort; Surgery; Aldosterone; Internal medicine","score_opus":0.08273110894682031,"score_gpt":0.31916804209798977,"score_spread":0.23643693315116945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768018493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970237,0.00016963511,0.0012468064,0.0009891264,0.00032281212,0.00018306446,0.000018336557,0.000008829428,0.000037708192],"genre_scores_gemma":[0.99480575,0.00002112917,0.0046139173,0.0002606735,0.00017124788,0.0000017822634,0.000050500174,0.000021627364,0.00005338464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975027,0.000058843663,0.0010839611,0.00020592865,0.0008567349,0.0002918649],"domain_scores_gemma":[0.99762046,0.00017301145,0.0012071996,0.00025214866,0.00054888957,0.00019827885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006002712,0.00022205108,0.0009780003,0.0006732422,0.00027579893,0.000058817954,0.0001411245,0.00008991411,0.00006006792],"category_scores_gemma":[0.00017533764,0.00016290654,0.00023191897,0.00016723156,0.00021086658,0.00044524122,0.000052221912,0.000460137,0.000003372649],"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":[0.0059481952,0.0012190958,0.96385056,0.000094866205,0.00014267532,0.000103026134,0.00030437036,0.0007516835,0.008016847,0.000012832018,0.00007334088,0.019482523],"study_design_scores_gemma":[0.004577794,0.0002508664,0.99011594,0.0016822453,0.00010635225,0.00009238422,0.0000255426,0.0010209271,0.0013206169,0.00000652244,0.00063730526,0.00016351507],"about_ca_topic_score_codex":0.000066398025,"about_ca_topic_score_gemma":0.0000405913,"teacher_disagreement_score":0.026265383,"about_ca_system_score_codex":0.00023222467,"about_ca_system_score_gemma":0.0005483461,"threshold_uncertainty_score":0.6643136},"labels":[],"label_agreement":null},{"id":"W2770481372","doi":"10.1007/s00268-017-4360-5","title":"The Economic and Social Burden of Traumatic Injuries: Evidence from a Trauma Hospital in Port‐au‐Prince, Haiti","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":11,"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","funders":"","keywords":"Medicine; Total cost; Indirect costs; Economic cost; Medical costs; Injury prevention; Emergency medicine; Poison control; Occupational safety and health; Injury Severity Score; Surgery; Medical emergency; Health care; Business","score_opus":0.052374187945735784,"score_gpt":0.30966873365537617,"score_spread":0.2572945457096404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770481372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872013,0.0040330505,0.0000017858175,0.0065424866,0.0009702396,0.00008178669,0.000007810625,0.0000035608891,0.0011580166],"genre_scores_gemma":[0.99717677,0.0018732806,0.000039742405,0.000021501124,0.0006881682,0.0000030027213,5.5042034e-7,0.000011506635,0.00018550966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858797,0.000043271542,0.000826426,0.00011636334,0.00021394432,0.00021202199],"domain_scores_gemma":[0.99822205,0.0006452556,0.0007785269,0.00020115895,0.000084516134,0.00006851352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083693373,0.0001287579,0.0006488593,0.00017735036,0.00028830126,0.000039091883,0.0001675142,0.000037950023,0.00004810497],"category_scores_gemma":[0.0002983792,0.000089716465,0.0002485201,0.0000434363,0.00037479887,0.00028606472,0.00004962098,0.00023054703,0.0000024994467],"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":[0.00041361747,0.00004542027,0.8933833,0.0001049292,0.00030435337,0.00010227628,0.009910024,0.000003201351,0.00011223126,0.000059190956,0.005397737,0.09016367],"study_design_scores_gemma":[0.00042755544,0.00006209636,0.99275744,0.0009145765,0.000095183066,0.000014116729,0.0030121938,0.000007983659,0.0001258631,0.00032095602,0.0021690333,0.00009297998],"about_ca_topic_score_codex":0.001237494,"about_ca_topic_score_gemma":0.0017414615,"teacher_disagreement_score":0.09937411,"about_ca_system_score_codex":0.00011512126,"about_ca_system_score_gemma":0.00027209707,"threshold_uncertainty_score":0.36585313},"labels":[],"label_agreement":null},{"id":"W2777903690","doi":"10.1007/s00268-017-4413-9","title":"The Use of a Pre‐operative Carbohydrate Drink in Patients with Diabetes Mellitus: A Prospective, Non‐inferiority, Cohort Study","year":2017,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Prospective cohort study; Evening; Cardiac surgery; Vascular surgery; Internal medicine; Cohort; Population; Surgery; Carbohydrate; Endocrinology","score_opus":0.020249479602694364,"score_gpt":0.265349768382922,"score_spread":0.24510028878022766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777903690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792606,0.00020649048,0.000007982882,0.00015727656,0.000601208,0.000960265,0.0000048925144,0.00000629566,0.0001295476],"genre_scores_gemma":[0.9992023,0.00014555926,0.00010883845,0.000040840026,0.00010657852,0.000036420995,0.0000012962361,0.000031171458,0.00032698762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975557,0.00018890083,0.0009712089,0.00022831965,0.0007109788,0.00034490766],"domain_scores_gemma":[0.9960661,0.0010615626,0.0012597089,0.0006697336,0.00080300105,0.00013990879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014812086,0.00023392824,0.0010744026,0.0004438562,0.00021510287,0.0001477329,0.00019644054,0.0000440865,0.000012449514],"category_scores_gemma":[0.00082583766,0.0001373958,0.00020914499,0.00032507136,0.00024729042,0.00080735417,0.00009814645,0.00052550837,0.0000013789099],"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":[0.0018053281,0.0009846335,0.99386674,0.00003506778,0.000583903,0.00012047309,0.00039598026,0.000035214292,0.00015603183,0.000001642728,0.00020889034,0.001806066],"study_design_scores_gemma":[0.0013567068,0.00039916535,0.99534565,0.0010353859,0.00014342924,0.0000026222278,0.00004336589,0.000019218305,0.0013285175,0.000011414123,0.00016956202,0.00014495118],"about_ca_topic_score_codex":0.000068216104,"about_ca_topic_score_gemma":0.00051275373,"teacher_disagreement_score":0.0016611149,"about_ca_system_score_codex":0.00015427636,"about_ca_system_score_gemma":0.000323619,"threshold_uncertainty_score":0.5602838},"labels":[],"label_agreement":null},{"id":"W2781568038","doi":"10.1007/s00268-017-4436-2","title":"Consensus on Training and Implementation of Enhanced Recovery After Surgery: A Delphi Study","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health; University of Calgary; Alberta Health Services","funders":"Medical Research Council","keywords":"Medicine; Medical education; Curriculum; Facilitator; Excellence; Modalities; Audit; Training (meteorology); Multidisciplinary approach; Delphi method; Psychology; Computer science; Management; Pedagogy; Political science","score_opus":0.0509147328067944,"score_gpt":0.32700494606801256,"score_spread":0.2760902132612182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781568038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970212,0.00046147278,0.00008423109,0.00047998427,0.0014212145,0.00024272523,0.000009518231,0.0000151567365,0.00026448106],"genre_scores_gemma":[0.998133,0.00020380894,0.00035206383,0.000490304,0.0006115364,0.000011868077,0.0000025681934,0.000037377296,0.00015748374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971993,0.00022582393,0.0014479585,0.00024619198,0.0005383225,0.00034240095],"domain_scores_gemma":[0.9951647,0.002894771,0.0010312254,0.000245866,0.00046140805,0.00020200838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025062084,0.0002290711,0.0011294424,0.0013662452,0.000050284838,0.00002293148,0.000048301503,0.00005507525,0.0003700315],"category_scores_gemma":[0.00046651196,0.00019601006,0.00036747838,0.00057488645,0.00015581022,0.00018052588,0.000028627299,0.00027418812,0.0000066081057],"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":[0.010893927,0.0008270497,0.6899229,0.00021241856,0.0010605406,0.0010751379,0.004115568,0.0000035534106,0.015607905,0.000004898435,0.012671417,0.26360464],"study_design_scores_gemma":[0.001946445,0.0018896397,0.92076135,0.0022523962,0.00040573048,0.00061729236,0.0057841754,0.0000035061175,0.06384772,0.00011448414,0.0019555986,0.00042166415],"about_ca_topic_score_codex":0.000019906987,"about_ca_topic_score_gemma":0.00013709794,"teacher_disagreement_score":0.26318297,"about_ca_system_score_codex":0.00008312538,"about_ca_system_score_gemma":0.00045556607,"threshold_uncertainty_score":0.79930586},"labels":[],"label_agreement":null},{"id":"W2782413177","doi":"10.1007/s00268-017-4453-1","title":"Surgical Management of Intrahepatic Cholangiocarcinoma in Patients with Cirrhosis: Impact of Lymphadenectomy on Peri‐Operative Outcomes","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":69,"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 Ottawa","funders":"","keywords":"Medicine; Cirrhosis; Lymphadenectomy; Intrahepatic Cholangiocarcinoma; Gastroenterology; Internal medicine; Incidence (geometry); Propensity score matching; Hepatectomy; Surgery; Cancer; Resection","score_opus":0.020881294345554472,"score_gpt":0.30017226237465283,"score_spread":0.27929096802909836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782413177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733764,0.00074047485,0.0000020745194,0.0002010157,0.00014846737,0.0001889466,0.000007028044,0.0000043216164,0.0013700445],"genre_scores_gemma":[0.9995343,0.00009769797,0.00009991632,0.00006107282,0.0001013466,0.0000047872227,0.0000031483476,0.000019451163,0.00007826998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821305,0.000070258066,0.000767325,0.00015451579,0.0005528467,0.00024203146],"domain_scores_gemma":[0.99857426,0.00022001918,0.00046986266,0.00020841627,0.00041483672,0.000112587586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035162046,0.00020673788,0.001016875,0.0007464524,0.00003031683,0.000008013773,0.000091825015,0.000032720258,0.00012668749],"category_scores_gemma":[0.000031880205,0.00012594502,0.00040994206,0.0005771857,0.00016445485,0.00011492569,0.000034802186,0.00014853773,0.0000025986453],"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":[0.0028685753,0.0006454301,0.9906139,0.00011005623,0.0011800803,0.0002575271,0.0005707488,0.0000053139156,0.000010550344,0.00001915757,0.00058275124,0.003135924],"study_design_scores_gemma":[0.004007817,0.0012600035,0.99251723,0.0013513524,0.00020403665,0.000024848145,0.00016603137,0.0000025706713,0.00029862957,0.000006170009,0.000046579105,0.0001147063],"about_ca_topic_score_codex":0.000081047605,"about_ca_topic_score_gemma":0.000027476963,"teacher_disagreement_score":0.0030212176,"about_ca_system_score_codex":0.00022031352,"about_ca_system_score_gemma":0.0001336449,"threshold_uncertainty_score":0.5135889},"labels":[],"label_agreement":null},{"id":"W2785663620","doi":"10.1007/s00268-018-4505-1","title":"Noninvasive Follicular Thyroid Neoplasm with Papillary‐Like Nuclear Features (NIFTP): Trading Six for a Risky Half Dozen: Reply","year":2018,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Cardiothoracic surgery; Cardiac surgery; Dozen; Abdominal surgery; General surgery; Thyroid neoplasm; Radiology; Thyroid carcinoma; Thyroid; Internal medicine; Surgery","score_opus":0.020346365381841813,"score_gpt":0.24439954602687275,"score_spread":0.22405318064503094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785663620","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04592559,0.038593393,0.00004080553,0.9059841,0.0046213083,0.001833067,0.00017968114,0.00012107971,0.0027009505],"genre_scores_gemma":[0.09277945,0.010623195,0.005421211,0.838469,0.039598476,0.00020944301,0.000362459,0.0008982705,0.011638458],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960365,0.00013394491,0.0011970879,0.0006560895,0.0011248986,0.00085144147],"domain_scores_gemma":[0.994754,0.001570565,0.0019430704,0.0007162896,0.000654883,0.0003611629],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070914644,0.00079573435,0.0023589076,0.0010615034,0.00027352234,0.00016478644,0.00026792425,0.0004276223,0.00023100243],"category_scores_gemma":[0.0001411501,0.00054954464,0.0017188657,0.00047108333,0.00020290962,0.00021468746,0.000041179326,0.0018684998,0.000022264498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012448442,0.00019822965,0.0025319401,0.00046517336,0.002979017,0.019155167,0.00024618118,0.0000037545042,0.00006945879,0.000010929525,0.9715345,0.0015608254],"study_design_scores_gemma":[0.0029123707,0.001333193,0.0019248032,0.0045940466,0.0024718407,0.007823133,0.00008091308,0.0000024903286,0.000605684,0.00005950578,0.9776197,0.00057231163],"about_ca_topic_score_codex":0.00008599926,"about_ca_topic_score_gemma":0.00007783292,"teacher_disagreement_score":0.06751508,"about_ca_system_score_codex":0.0005515984,"about_ca_system_score_gemma":0.000792609,"threshold_uncertainty_score":0.9996956},"labels":[],"label_agreement":null},{"id":"W2788275258","doi":"10.1007/s00268-018-4539-4","title":"The Effect of Preoperative Pneumonia on Postsurgical Mortality and Morbidity: A NSQIP Analysis","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":25,"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 Toronto","funders":"","keywords":"Medicine; Pneumonia; Abdominal surgery; Cardiac surgery; Sepsis; Odds ratio; Vascular surgery; Cardiothoracic surgery; Surgery; Mortality rate; Retrospective cohort study; Internal medicine","score_opus":0.03248386123795017,"score_gpt":0.32127059684587733,"score_spread":0.28878673560792717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788275258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942251,0.0006747782,0.0000064272062,0.0017452296,0.00020372281,0.00010502669,0.0000023329235,0.000005916989,0.0030314669],"genre_scores_gemma":[0.99832577,0.0003053468,0.000011238659,0.00016665472,0.00032807994,0.0000018658062,0.000001185761,0.000009040808,0.00085084693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980113,0.0004835473,0.0006212994,0.00013414756,0.0005564637,0.00019327835],"domain_scores_gemma":[0.9919583,0.0070757885,0.00032627388,0.00023157797,0.00021380617,0.00019426209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029444566,0.00015319511,0.0013745066,0.00036280497,0.000108010354,0.000029079747,0.00006250247,0.00004819139,0.00006702431],"category_scores_gemma":[0.0007944392,0.000076182296,0.0011452571,0.0006931437,0.00033230154,0.000060619048,0.000020797424,0.00025170867,0.000004218076],"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":[0.00146583,0.000045523466,0.9928673,0.000023647337,0.0018470815,0.0003928571,0.000069874055,0.0000044567687,0.00020427875,0.00018200815,0.00045514878,0.002441991],"study_design_scores_gemma":[0.00046944173,0.0004945724,0.9872568,0.00010093078,0.0016658246,0.000226652,0.00002204795,0.000035081586,0.0015619108,0.0000092883865,0.008081683,0.000075720855],"about_ca_topic_score_codex":0.00003404789,"about_ca_topic_score_gemma":0.00003145119,"teacher_disagreement_score":0.0076265344,"about_ca_system_score_codex":0.000033280518,"about_ca_system_score_gemma":0.00006962924,"threshold_uncertainty_score":0.3106624},"labels":[],"label_agreement":null},{"id":"W2790155202","doi":"10.1007/s00268-018-4559-0","title":"The Impact of the Implementation of the Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Program in an Entire Health System: A Natural Experiment in Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":34,"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 Calgary; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Comorbidity; Vascular surgery; Randomized controlled trial; Multivariate analysis; Interrupted Time Series Analysis; Retrospective cohort study; Cardiothoracic surgery; Abdominal surgery; Cardiac surgery; Cohort study; Demographics; Cohort; Surgery; Internal medicine; Demography","score_opus":0.013644079652602505,"score_gpt":0.3113374419607079,"score_spread":0.2976933623081054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790155202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447745,0.0016754855,0.00000220159,0.0012601227,0.0018271875,0.0007002661,0.000012657961,0.0000053955264,0.000039211107],"genre_scores_gemma":[0.99906075,0.00015850838,0.000026311007,0.00023255168,0.00027470037,0.000060949224,0.0000063473144,0.00003299089,0.00014691809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532574,0.0008538197,0.0021668773,0.00022980555,0.0008224749,0.00060126465],"domain_scores_gemma":[0.9954506,0.0016814215,0.0017660739,0.000597454,0.0003454348,0.00015897563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002458083,0.0002785175,0.0010289804,0.0004589125,0.00011432488,0.000033613625,0.00025918146,0.00005858716,0.000052075873],"category_scores_gemma":[0.00024986497,0.00014195299,0.00073493586,0.0012253663,0.00017604938,0.0003337409,0.000074273456,0.000509285,3.818528e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002479713,0.00035632314,0.9456197,0.00028888875,0.00026259755,0.000043711592,0.0019286793,0.00011572375,0.0021359557,0.0000033380136,0.006177885,0.04058751],"study_design_scores_gemma":[0.0006632674,0.00023188806,0.96746176,0.0036731951,0.00003651976,0.00010352123,0.0024234238,0.00008351098,0.024678346,0.000009450499,0.00044892437,0.00018618157],"about_ca_topic_score_codex":0.1624217,"about_ca_topic_score_gemma":0.5486698,"teacher_disagreement_score":0.38624814,"about_ca_system_score_codex":0.0015285985,"about_ca_system_score_gemma":0.004874549,"threshold_uncertainty_score":0.86472404},"labels":[],"label_agreement":null},{"id":"W2790204068","doi":"10.1007/s00268-018-4545-6","title":"Systematic Review and Meta‐analysis of Restrictive Perioperative Fluid Management in Pancreaticoduodenectomy","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":32,"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 Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Perioperative; Pancreatic fistula; Cochrane Library; Abdominal surgery; Gastric emptying; Observational study; Meta-analysis; Vascular surgery; MEDLINE; Surgery; Randomized controlled trial; General surgery; Cardiac surgery; Internal medicine; Pancreas; Stomach","score_opus":0.13794718243741141,"score_gpt":0.414196231121,"score_spread":0.27624904868358857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790204068","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003146617,0.9963468,0.000014749081,0.0001541569,0.000036702513,0.001802911,0.00001847051,0.0000033842039,0.0015914148],"genre_scores_gemma":[0.000042497213,0.9967076,0.0005039571,0.00012963802,0.00004249422,0.00017282057,0.000012851186,0.000027069415,0.0023610564],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9941124,0.0014326121,0.0032398277,0.00029103388,0.0006345138,0.00028966964],"domain_scores_gemma":[0.9934152,0.0032266588,0.0021632263,0.0004820316,0.0005156272,0.0001972747],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0048738415,0.0003965128,0.022387007,0.004016955,0.000039264534,0.000015735122,0.00018510646,0.0001254464,0.0004087579],"category_scores_gemma":[0.00086387625,0.00023025356,0.0028275752,0.0033156443,0.0002077824,0.00008474194,0.000086539854,0.0004928715,0.000007867137],"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":[0.00003533692,0.000118170065,0.00021428811,0.65213317,0.34569117,0.00048296418,0.000053468586,9.34876e-8,3.2277686e-8,0.00004412473,0.0004862915,0.0007408887],"study_design_scores_gemma":[0.00015521217,0.000071301525,0.00021503652,0.21055555,0.78161895,0.00022119348,0.000047584985,0.0000038175585,1.3571287e-7,0.0000044195644,0.006977855,0.00012895904],"about_ca_topic_score_codex":0.000019557008,"about_ca_topic_score_gemma":0.000018402905,"teacher_disagreement_score":0.4415776,"about_ca_system_score_codex":0.00025499408,"about_ca_system_score_gemma":0.0006305956,"threshold_uncertainty_score":0.9921267},"labels":[],"label_agreement":null},{"id":"W2790707412","doi":"10.1007/s00268-018-4535-8","title":"Data Improvement Through Simplification: Implications for Low‐Resource Settings","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical 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":"Toronto General Hospital; University of Toronto","funders":"Massachusetts General Hospital","keywords":"Univariate; Receiver operating characteristic; Medicine; Multivariate statistics; Multivariate analysis; Abdominal surgery; Statistics; Vascular surgery; Data mining; Cardiac surgery; Computer science; Surgery; Mathematics; Internal medicine","score_opus":0.09303928940820785,"score_gpt":0.3479047921101887,"score_spread":0.25486550270198083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790707412","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3464051,0.0058726678,0.031338327,0.5639185,0.0031827663,0.0026650212,0.0004935251,0.00023390201,0.045890246],"genre_scores_gemma":[0.96005476,0.0003446975,0.008296165,0.016766235,0.0059148325,0.0000293045,0.00026140708,0.00007478083,0.008257835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984752,0.000035623456,0.00076791557,0.00020984867,0.00025812138,0.00025326994],"domain_scores_gemma":[0.99636155,0.0019277942,0.00046173338,0.00067750586,0.0004037748,0.00016763622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013890732,0.00012996557,0.0006555298,0.00017284477,0.00013876491,0.000036263384,0.00021986433,0.000044575456,0.00010620736],"category_scores_gemma":[0.00058407226,0.00009953778,0.00045963415,0.00032338878,0.00011386213,0.00021125242,0.000052570267,0.00014245865,0.000015930571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008769976,0.00043817586,0.08372644,0.00019118788,0.00061641645,0.00005171492,0.0002576329,0.00000221,0.0062201675,0.006921615,0.7696996,0.13099787],"study_design_scores_gemma":[0.0004793258,0.000071519346,0.049896087,0.00012273439,0.00018787055,0.0002543296,0.00007572409,0.000011655367,0.00084538275,0.00019547161,0.9477547,0.000105186584],"about_ca_topic_score_codex":0.0000024305045,"about_ca_topic_score_gemma":0.0000024587343,"teacher_disagreement_score":0.61364967,"about_ca_system_score_codex":0.00005644907,"about_ca_system_score_gemma":0.00020116362,"threshold_uncertainty_score":0.40590328},"labels":[],"label_agreement":null},{"id":"W2791297675","doi":"10.1007/s00268-017-4431-7","title":"Long‐Term Survival and Prognostic Factors of Pulmonary Metastasectomy in Liver Cancer: A Systematic Review and Meta‐Analysis","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":17,"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":"Capital Medical University","keywords":"Metastasectomy; Medicine; Hazard ratio; Internal medicine; Metastasis; Survival rate; Confidence interval; Cochrane Library; Cirrhosis; Cancer; Oncology; Surgery","score_opus":0.2544407807900665,"score_gpt":0.33858945410580726,"score_spread":0.08414867331574077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791297675","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014905104,0.996688,0.0000023815305,0.000048923477,0.00007074373,0.0015920282,0.0000820779,0.0000052711434,0.000020071053],"genre_scores_gemma":[0.017551811,0.9819963,0.000027822569,0.000023573048,0.000054263768,0.0001040672,0.000053682383,0.00004254201,0.0001459326],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99556005,0.000992727,0.0023692362,0.00031558858,0.00048766745,0.00027473088],"domain_scores_gemma":[0.9946625,0.002122619,0.0023732255,0.0003158748,0.0002543727,0.00027139805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023594932,0.00054932846,0.0141829215,0.0021240327,0.00003173452,0.000025296418,0.000113925154,0.00011890969,0.00030962913],"category_scores_gemma":[0.00025740458,0.00031700623,0.003404441,0.0017446076,0.00012231876,0.000126745,0.000056994628,0.0003772155,0.0000015665063],"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":[0.00001256885,0.00012172776,0.21162556,0.66728854,0.116741285,0.001206016,0.00001887818,5.59503e-9,3.8912255e-8,6.377078e-7,0.000028056611,0.0029566707],"study_design_scores_gemma":[0.00009822842,0.000039695227,0.0042071557,0.18872508,0.8052842,0.00041408732,0.0000050467265,0.000001298366,7.999407e-7,6.8301193e-7,0.0010192576,0.00020449312],"about_ca_topic_score_codex":0.00007298209,"about_ca_topic_score_gemma":0.0000978607,"teacher_disagreement_score":0.6885429,"about_ca_system_score_codex":0.00009046599,"about_ca_system_score_gemma":0.0003620046,"threshold_uncertainty_score":0.9999282},"labels":[],"label_agreement":null},{"id":"W2793611941","doi":"10.1007/s00268-018-4537-6","title":"Disability Weights for Pediatric Surgical Procedures: A Systematic Review and Analysis","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":19,"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; Montreal Children's Hospital","funders":"GE Foundation; Duke Global Health Institute, Duke University; Global Fund to Fight AIDS, Tuberculosis and Malaria; Damon Runyon Cancer Research Foundation","keywords":"Medicine; MEDLINE; Pediatric surgery; Burden of disease; Disease; Vascular surgery; Surgical procedures; Cardiac surgery; Surgery; Pathology","score_opus":0.06263571559569162,"score_gpt":0.3602154862958512,"score_spread":0.2975797707001596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793611941","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020075573,0.99672234,0.000028114702,0.0002961636,0.00019273256,0.0026341863,0.00003073497,0.000010878197,0.00006479422],"genre_scores_gemma":[0.000044139884,0.99781907,0.00012699512,0.00018716435,0.00087549817,0.00024056587,0.000050071496,0.00003836795,0.00061812496],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99559444,0.0003036318,0.0029494076,0.00035342207,0.00049908087,0.0003000061],"domain_scores_gemma":[0.99326175,0.002905253,0.0027940774,0.00042331102,0.00029943362,0.00031615444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037001336,0.00041469725,0.009090848,0.0010639259,0.00007383762,0.000054503857,0.00015831042,0.00011112809,0.00014379306],"category_scores_gemma":[0.0012711434,0.00024038808,0.003648253,0.0016603312,0.00010112453,0.00011882192,0.000060476817,0.00028870683,0.00000814129],"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":[0.000012534633,0.00024005948,0.0016261396,0.96945596,0.0035205935,0.00012216717,0.000003608119,6.080024e-9,1.9420514e-10,0.00004873534,0.020207092,0.0047631054],"study_design_scores_gemma":[0.0001360886,0.000048713435,0.00017481294,0.4348568,0.17610906,0.00039612412,0.00000294364,2.8700785e-7,6.029087e-9,0.0000158198,0.3880826,0.00017674119],"about_ca_topic_score_codex":0.000001539641,"about_ca_topic_score_gemma":0.000007891332,"teacher_disagreement_score":0.5345992,"about_ca_system_score_codex":0.00017262917,"about_ca_system_score_gemma":0.00034866467,"threshold_uncertainty_score":0.98027414},"labels":[],"label_agreement":null},{"id":"W2799336401","doi":"10.1007/s00268-018-4628-4","title":"Minimally Invasive Versus Open Treatment for Benign Sporadic Insulinoma Comparison of Short‐Term and Long‐Term Outcomes","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":47,"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":"Insulinoma; Enucleation; Medicine; Surgery; Neuroendocrine tumors; Incidence (geometry); Retrospective cohort study; Pancreas; Gastroenterology; Internal medicine","score_opus":0.18525547716192597,"score_gpt":0.42594589495131735,"score_spread":0.24069041778939138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799336401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962257,0.0012951666,0.000005033425,0.0011602326,0.0004153767,0.000551839,0.000017131813,0.0000064099468,0.00032307545],"genre_scores_gemma":[0.99788594,0.0004097126,0.00085381605,0.00007686602,0.00027536484,0.00001308897,0.000008238806,0.00002875911,0.00044823956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981248,0.00006366033,0.0008760213,0.00020563582,0.00038959726,0.00034032736],"domain_scores_gemma":[0.9967544,0.0017692317,0.00050941657,0.00024310169,0.00038892755,0.00033489752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200205,0.00020459988,0.0011659494,0.00055909477,0.00007762094,0.00004679739,0.00021184611,0.000010918191,0.000091770125],"category_scores_gemma":[0.00050710124,0.00014857945,0.00026172106,0.00021463011,0.00027246564,0.00029345945,0.00010318746,0.00015453211,0.0000023822329],"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":[0.00897651,0.00055301905,0.9660955,0.00012345404,0.00037048585,0.0016648462,0.00013747659,4.6872069e-7,0.0027037603,0.000011084906,0.0015729747,0.017790388],"study_design_scores_gemma":[0.0054673287,0.0046134554,0.95285183,0.0004392714,0.00024305512,0.00058920495,0.0001660501,0.0000035423416,0.033654552,0.00003095529,0.0017939097,0.00014682284],"about_ca_topic_score_codex":0.000018256542,"about_ca_topic_score_gemma":0.00043206578,"teacher_disagreement_score":0.030950792,"about_ca_system_score_codex":0.000120082594,"about_ca_system_score_gemma":0.00043740097,"threshold_uncertainty_score":0.6058894},"labels":[],"label_agreement":null},{"id":"W2801164652","doi":"10.1007/s00268-018-4643-5","title":"Microeconomic Benefit of Corneal Transplantation in a Developing Country via Public–Private Partnership Model","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Public health; General partnership; Visual acuity; Family medicine; Surgery; Nursing; Economics; Finance","score_opus":0.0600320930644987,"score_gpt":0.2793029278059175,"score_spread":0.21927083474141879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801164652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950436,0.00037377852,0.0018188836,0.0013499189,0.00023896492,0.00007269138,0.000004408786,0.000008361157,0.0010893962],"genre_scores_gemma":[0.99782914,0.00049386884,0.00059759023,0.0008059036,0.00014753656,0.0000018088282,0.000011975754,0.000016690788,0.00009546135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839795,0.00003726222,0.0009702468,0.00012828404,0.00018915307,0.00027710642],"domain_scores_gemma":[0.99871016,0.00034972478,0.00049855397,0.00011389102,0.00019552892,0.00013213504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010536461,0.0001322605,0.0005524047,0.0007998377,0.000038630198,0.000014817307,0.00007533459,0.000060086557,0.000110849214],"category_scores_gemma":[0.0000661675,0.00012416013,0.00017937076,0.0004695401,0.00010919789,0.0002760777,0.000010384746,0.0001948592,0.0000063605044],"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":[0.003111611,0.00022819797,0.9698138,0.00033593478,0.00013269186,0.00018838413,0.0005418695,0.0004151079,0.0051183444,0.0017174481,0.0018241255,0.016572453],"study_design_scores_gemma":[0.0050147744,0.00021630785,0.9407834,0.0031800424,0.00029326754,0.0014229317,0.00023358477,0.0071897586,0.021066314,0.0071130614,0.012681246,0.0008053553],"about_ca_topic_score_codex":0.000026731557,"about_ca_topic_score_gemma":0.0003690404,"teacher_disagreement_score":0.029030474,"about_ca_system_score_codex":0.00011134304,"about_ca_system_score_gemma":0.00048596726,"threshold_uncertainty_score":0.5063103},"labels":[],"label_agreement":null},{"id":"W2806328579","doi":"10.1007/s00268-018-4691-x","title":"Out‐of‐Pocket and Catastrophic Expenses Incurred by Seeking Pediatric and Adult Surgical Care at a Public, Tertiary Care Centre in Uganda","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Health care; Emergency medicine; Public health; Pediatric hospital; Tertiary care; Population; Pediatrics; Family medicine; Environmental health; Nursing","score_opus":0.01604137080884667,"score_gpt":0.2687662938584078,"score_spread":0.2527249230495611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806328579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525476,0.04534545,9.931973e-7,0.0011936253,0.00058586063,0.00011556264,0.00005583419,0.000009244486,0.000145813],"genre_scores_gemma":[0.99601656,0.0028588194,0.000046755937,0.00036378327,0.0006060389,0.0000015155122,0.00004237627,0.000019421286,0.000044743007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776363,0.00014933011,0.000919784,0.00022346365,0.00042229227,0.00052152487],"domain_scores_gemma":[0.99772125,0.0005076344,0.00043442877,0.00014793688,0.0005952672,0.00059345557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046269057,0.0002037984,0.0007595937,0.00070500124,0.000100225385,0.000024630712,0.000058902813,0.00009714885,0.000073312],"category_scores_gemma":[0.0003168343,0.00016705619,0.00014194119,0.0003736809,0.00014684549,0.00017790942,0.00008069019,0.0003262826,0.0000023810564],"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":[0.0005805097,0.00006224763,0.9696476,0.0005802829,0.000019645953,0.00074845203,0.0016098656,4.7761116e-8,0.000058493963,0.0000027128763,0.0165774,0.010112741],"study_design_scores_gemma":[0.0050140247,0.0002588942,0.92639613,0.0017994184,0.0002080962,0.0019636315,0.00894498,0.00001544306,0.000554953,0.000014269224,0.054314423,0.00051575387],"about_ca_topic_score_codex":0.00007137344,"about_ca_topic_score_gemma":0.00046857566,"teacher_disagreement_score":0.043468934,"about_ca_system_score_codex":0.00015199879,"about_ca_system_score_gemma":0.00036830315,"threshold_uncertainty_score":0.6812354},"labels":[],"label_agreement":null},{"id":"W2807439583","doi":"10.1007/s00268-018-4690-y","title":"Backward Planning a Craniomaxillofacial Trauma Curriculum for the Surgical Workforce in Low‐Resource Settings","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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":"AO Foundation","keywords":"Curriculum; Medicine; Workforce; Context (archaeology); Medical education; Health care; Resource (disambiguation); Nursing; Psychology; Pedagogy","score_opus":0.03640294793616973,"score_gpt":0.3236691817764917,"score_spread":0.28726623384032196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807439583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98442525,0.003619897,0.00018395169,0.0066832835,0.0016251355,0.0003258335,0.000007966924,0.000024403935,0.0031042714],"genre_scores_gemma":[0.99415404,0.00008922087,0.0002575471,0.0023877637,0.0024550445,0.0000094991165,0.0000048316097,0.000029438983,0.00061259005],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727684,0.0000991989,0.0011472875,0.00019134319,0.00051496335,0.0007703664],"domain_scores_gemma":[0.9967443,0.0019105698,0.00047131567,0.00018436069,0.00029207853,0.0003974072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033460367,0.00020595823,0.00076403224,0.00053062243,0.00020238456,0.00003745454,0.0001436345,0.00010350827,0.00013188749],"category_scores_gemma":[0.00060782174,0.00013419027,0.0005495608,0.0008415591,0.00017226956,0.00012611343,0.000026092426,0.0005260326,0.000014317589],"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":[0.005885827,0.0004468276,0.64026344,0.0002767945,0.00012953814,0.002467104,0.0007288285,0.00007543947,0.000030055842,0.00025354404,0.18341783,0.16602479],"study_design_scores_gemma":[0.0018609544,0.00015923157,0.08978784,0.0022156083,0.00006972162,0.0016202903,0.00055092294,0.00046352335,0.000093604765,0.00007279008,0.9029048,0.00020067906],"about_ca_topic_score_codex":0.000016263406,"about_ca_topic_score_gemma":0.00001290531,"teacher_disagreement_score":0.719487,"about_ca_system_score_codex":0.00011791235,"about_ca_system_score_gemma":0.00029636774,"threshold_uncertainty_score":0.54721206},"labels":[],"label_agreement":null},{"id":"W2884612926","doi":"10.1007/s00268-018-4702-y","title":"Author’s Reply: Management of Enterocutaneous Fistula: Outcomes in 276 Patients","year":2018,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","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":"Enterocutaneous fistula; Vascular surgery; Medicine; Cardiac surgery; Cardiothoracic surgery; Abdominal surgery; General surgery; Intensive care medicine; Surgery; Fistula","score_opus":0.04153933490911147,"score_gpt":0.28933546279808203,"score_spread":0.24779612788897057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884612926","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3477182,0.00094293035,0.000045784145,0.64018273,0.004190723,0.00067360396,0.00006310719,0.000031091862,0.006151836],"genre_scores_gemma":[0.54703945,0.00061937986,0.0013009066,0.38136566,0.0036302428,0.000041803818,0.00023959995,0.00018161783,0.06558131],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966282,0.00012857164,0.0018371082,0.0002527031,0.0008066005,0.00034678227],"domain_scores_gemma":[0.9966378,0.0007062878,0.0016413322,0.0005184646,0.00038905325,0.00010702817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068088697,0.00029663087,0.0014656666,0.0013010363,0.00004413045,0.000014258633,0.00022249231,0.00016311884,0.0003630712],"category_scores_gemma":[0.000120324265,0.00024182152,0.0007661945,0.00046124094,0.00011103573,0.00007782567,0.0000813812,0.0010763276,0.000028820277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025235928,0.00032156508,0.21040468,0.00038452813,0.00045758035,0.0036872732,0.00003695799,4.92786e-7,0.0000039973474,0.0000048171482,0.7814059,0.0030398353],"study_design_scores_gemma":[0.00033389853,0.00010468343,0.15933669,0.0031868068,0.0004138229,0.00037480096,0.00002949388,0.0000010338453,0.00004587191,0.00016535178,0.8357831,0.00022441427],"about_ca_topic_score_codex":0.000016039741,"about_ca_topic_score_gemma":0.000003836285,"teacher_disagreement_score":0.25881705,"about_ca_system_score_codex":0.0001915702,"about_ca_system_score_gemma":0.00010574308,"threshold_uncertainty_score":0.9861195},"labels":[],"label_agreement":null},{"id":"W2885545611","doi":"10.1007/s00268-018-4731-6","title":"The Use of Three‐Dimensional Printing Model in the Training of Choledochoscopy Techniques","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":29,"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 de l’Université de Montréal","funders":"Beijing Municipal Administration of Hospitals; Beijing Municipal Administration of Hospitals Clinical Medicine Development of Special Funding Support","keywords":"3d printed; Medicine; Biliary tract; 3d model; Surgery; Medical physics; Radiology; Artificial intelligence; Computer science; Biomedical engineering","score_opus":0.09010639591359684,"score_gpt":0.27283861429760964,"score_spread":0.1827322183840128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885545611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991428,0.00082302466,0.0063069975,0.0006533332,0.00021034453,0.000056382876,8.7296564e-7,0.00002623413,0.00049478037],"genre_scores_gemma":[0.99460256,0.0002204557,0.0049991217,0.00007458709,0.00008086299,0.0000015826764,1.06771026e-7,0.000008516426,0.000012201076],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990343,0.000028685019,0.00052463566,0.000041688945,0.00021567954,0.00015505339],"domain_scores_gemma":[0.99878544,0.0007897859,0.00018978205,0.00012602829,0.00008423228,0.00002471763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013457737,0.00006660938,0.00023210066,0.00023614295,0.00003638444,0.0000060646894,0.00017705045,0.000049750462,0.000008448168],"category_scores_gemma":[0.00029153624,0.000037911544,0.000098294586,0.00029263747,0.00023546293,0.00009618159,0.00002273144,0.00036520578,3.163181e-7],"study_design_candidate":"design_other","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":[0.000204306,0.00016899803,0.031719435,0.00013673528,0.00028497397,0.000089860514,0.0021973895,0.007402994,0.01550921,0.013955749,0.015828189,0.91250217],"study_design_scores_gemma":[0.0013879561,0.00034179311,0.048619684,0.0075538703,0.0002010587,0.000658417,0.0014476436,0.35683632,0.21140458,0.049239464,0.32129526,0.0010139666],"about_ca_topic_score_codex":0.000004324918,"about_ca_topic_score_gemma":0.00003268011,"teacher_disagreement_score":0.9114882,"about_ca_system_score_codex":0.000013771626,"about_ca_system_score_gemma":0.000053324737,"threshold_uncertainty_score":0.15866578},"labels":[],"label_agreement":null},{"id":"W2887056599","doi":"10.1007/s00268-018-4754-z","title":"Health Literacy Among Surgical Patients: A Systematic Review and Meta‐analysis","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Meta-analysis; Vascular surgery; Cardiac surgery; Medicine; Cardiothoracic surgery; Abdominal surgery; Systematic review; MEDLINE; General surgery; Health literacy; Intensive care medicine; Surgery; Internal medicine; Health care; Political science","score_opus":0.15706830033149627,"score_gpt":0.4956860032696891,"score_spread":0.3386177029381928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887056599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000039382608,0.99560964,0.0000411831,0.00052325934,0.00054912403,0.0028284406,0.00015325045,0.000024139275,0.0002670311],"genre_scores_gemma":[0.000010219119,0.99285936,0.00018516488,0.0050485837,0.000267812,0.00022451581,0.00013782283,0.0000376332,0.0012288758],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9731681,0.009487029,0.0155177275,0.00034609786,0.000765319,0.00071573467],"domain_scores_gemma":[0.9673679,0.0079747215,0.021291697,0.00077547255,0.0017728043,0.0008174217],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02517869,0.00059383997,0.018824887,0.0022644084,0.00062796735,0.000076355616,0.00041087056,0.00026539952,0.0018518638],"category_scores_gemma":[0.001690856,0.0003353255,0.0045045326,0.0030887516,0.000112768845,0.0015943204,0.00015593233,0.0019615395,0.00011998824],"study_design_candidate":"systematic_review","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":[0.000005927109,0.00006314348,0.0010903046,0.94983536,0.025058141,0.0000069243133,0.00020002668,1.31358115e-8,3.3257169e-12,0.000013118393,0.014633794,0.009093261],"study_design_scores_gemma":[0.000070661605,0.000014371149,0.00009540403,0.26253152,0.21166265,0.000013778417,0.000007696557,0.000001223042,1.6703451e-10,0.000005506344,0.5254249,0.00017230706],"about_ca_topic_score_codex":0.00004166026,"about_ca_topic_score_gemma":0.000025568246,"teacher_disagreement_score":0.68730384,"about_ca_system_score_codex":0.00040905247,"about_ca_system_score_gemma":0.0018284218,"threshold_uncertainty_score":0.9999099},"labels":[],"label_agreement":null},{"id":"W2888606184","doi":"10.1007/s00268-018-4771-y","title":"General Thoracic Surgery in Rwanda: An Assessment of Surgical Volume and of Workforce and Material Resource Deficits","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of Virginia","keywords":"Medicine; Cardiothoracic surgery; Workforce; Referral; Cardiac surgery; General surgery; Surgery; Emergency medicine; Nursing","score_opus":0.03887817021205153,"score_gpt":0.3553208032806138,"score_spread":0.31644263306856224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888606184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963521,0.0015925771,0.000010848699,0.00056277437,0.000524556,0.00010103451,0.000017429042,0.0000063577863,0.00083234627],"genre_scores_gemma":[0.99735767,0.0010761502,0.00057288195,0.00015213515,0.00060469715,0.0000013928219,0.000010036565,0.000020126898,0.00020488887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703634,0.00033228772,0.001499618,0.00019613949,0.0005007019,0.00043490322],"domain_scores_gemma":[0.99752903,0.0008265978,0.0007316782,0.00018623815,0.00028876876,0.000437662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004106934,0.00018264126,0.0012812541,0.00087026163,0.00005193659,0.000018550143,0.000053498195,0.0001101658,0.00014243825],"category_scores_gemma":[0.00015184139,0.00015021843,0.00017626795,0.00051985425,0.00030720356,0.00018343757,0.000042843214,0.00027196284,4.7278007e-7],"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":[0.0026751254,0.00021004734,0.9374242,0.0003253473,0.00003324321,0.00046223248,0.000063458436,0.000003318054,0.00046661164,0.00006911931,0.004340786,0.053926516],"study_design_scores_gemma":[0.00063658657,0.00031516046,0.9681689,0.0016563226,0.00007505407,0.0011794865,0.00011152998,0.00018476251,0.0009497761,0.000075085845,0.026464177,0.00018313766],"about_ca_topic_score_codex":0.00007144649,"about_ca_topic_score_gemma":0.000037903807,"teacher_disagreement_score":0.053743377,"about_ca_system_score_codex":0.00005805026,"about_ca_system_score_gemma":0.0005115096,"threshold_uncertainty_score":0.61257297},"labels":[],"label_agreement":null},{"id":"W2891765613","doi":"10.1007/s00268-018-4801-9","title":"Postoperative Recovery in Frail, Pre‐frail, and Non‐frail Elderly Patients Following Abdominal Surgery","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"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; St Mary's Hospital Centre; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Abdominal surgery; Cardiac surgery; Vascular surgery; Cardiothoracic surgery; Surgery; General surgery","score_opus":0.02218206403963521,"score_gpt":0.27098865168747355,"score_spread":0.24880658764783833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891765613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916932,0.0010949855,0.00006226963,0.0030433268,0.0027918958,0.00029418158,0.000010113612,0.000020752772,0.0009892703],"genre_scores_gemma":[0.9947245,0.00025935518,0.0008666664,0.0014329869,0.000820476,0.000008104458,0.000013775583,0.00006585173,0.001808285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962516,0.00022063493,0.001634035,0.00039781,0.00083778834,0.0006581235],"domain_scores_gemma":[0.9955899,0.0023301488,0.0007171182,0.0003386501,0.00059841573,0.00042575362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019142882,0.0003940403,0.0014076328,0.0016665697,0.00014991232,0.000092026086,0.00014482228,0.00016622397,0.00029920353],"category_scores_gemma":[0.0019587327,0.00034490702,0.00059401605,0.00088166835,0.00023063546,0.00093007274,0.00007880885,0.00077830715,0.00003858515],"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":[0.0016839991,0.00040309073,0.8399742,0.00008802741,0.00025429722,0.0009635018,0.000984985,0.0000026338334,0.0007821669,0.000001663804,0.07030384,0.08455755],"study_design_scores_gemma":[0.00272447,0.00085547403,0.97649664,0.0039124754,0.00017171548,0.00040769682,0.00023754596,0.000027525402,0.0016076891,0.00011055718,0.0129690515,0.00047914297],"about_ca_topic_score_codex":0.00010158408,"about_ca_topic_score_gemma":0.00032451615,"teacher_disagreement_score":0.13652241,"about_ca_system_score_codex":0.0002763193,"about_ca_system_score_gemma":0.00066330284,"threshold_uncertainty_score":0.9999003},"labels":[],"label_agreement":null},{"id":"W2894674184","doi":"10.1007/s00268-018-4786-4","title":"Guidelines for Perioperative Care in Esophagectomy: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":598,"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":"Esophagectomy; Medicine; Cardiothoracic surgery; Vascular surgery; General surgery; Esophageal cancer; Guideline; Perioperative; Audit; Cardiac surgery; Multidisciplinary approach; Intensive care medicine; MEDLINE; Abdominal surgery; Surgery; Cancer; Internal medicine","score_opus":0.10581703950853608,"score_gpt":0.38372029857183393,"score_spread":0.2779032590632978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894674184","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00097285607,0.9911959,0.00065843406,0.0008638459,0.004443267,0.0013209421,0.00029262333,0.000053542128,0.00019854654],"genre_scores_gemma":[0.00022535693,0.98101777,0.0071315933,0.0014660675,0.0049640387,0.000566449,0.00047940636,0.0002904304,0.0038588848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907922,0.00068661396,0.005806294,0.0009251852,0.00074866414,0.0010410522],"domain_scores_gemma":[0.98379225,0.008728409,0.0028878194,0.000828078,0.003316649,0.00044678294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042761704,0.0012039137,0.007477764,0.002891453,0.00019440734,0.00015845231,0.00031469355,0.00066319865,0.00074297487],"category_scores_gemma":[0.0036632426,0.0009768569,0.0078428555,0.0020880792,0.0002063905,0.0008513908,0.00013112284,0.001601795,0.00005539925],"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":[0.0010303162,0.00023631108,0.00056623714,0.016708674,0.0012296316,0.0003376432,0.00071898726,0.000018009645,0.0000040605805,0.0000010210166,0.23132195,0.7478272],"study_design_scores_gemma":[0.0005327819,0.0001282141,0.000063917665,0.08863501,0.0011922141,0.00037619955,0.0003944564,0.000009243956,0.000075872595,0.000013897455,0.90775764,0.0008205301],"about_ca_topic_score_codex":0.000008533766,"about_ca_topic_score_gemma":0.00004959737,"teacher_disagreement_score":0.74700665,"about_ca_system_score_codex":0.0014814478,"about_ca_system_score_gemma":0.00535261,"threshold_uncertainty_score":0.9992682},"labels":[],"label_agreement":null},{"id":"W2902399124","doi":"10.1007/s00268-018-4863-8","title":"The Short‐Form Inguinal Pain Questionnaire (sf‐IPQ): An Instrument for Rating Groin Pain After Inguinal Hernia Surgery in Daily Clinical Practice","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":29,"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":"Svenska Läkaresällskapet; Stockholms Läns Landsting; Karolinska Institutet","keywords":"Intraclass correlation; Groin; Medicine; Inguinal hernia; McNemar's test; Physical therapy; Hernia; Surgery; Psychometrics; Mathematics; Clinical psychology","score_opus":0.06262213394261884,"score_gpt":0.35997302567251827,"score_spread":0.2973508917298994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902399124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97331744,0.0015877223,0.005175463,0.01590814,0.0025294607,0.00069588353,0.0000030574097,0.00006111694,0.00072168256],"genre_scores_gemma":[0.98694736,0.00029315992,0.0040723756,0.0049742656,0.0033325334,0.000049654413,0.0000063371167,0.00004818131,0.0002761461],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941079,0.0017892536,0.002403809,0.00032127748,0.00077503064,0.0006027472],"domain_scores_gemma":[0.98998314,0.0076279514,0.00087630854,0.00040190536,0.00073336484,0.0003773432],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.058231153,0.0002737095,0.00079712796,0.0005534415,0.0002497301,0.00013179658,0.00016789428,0.00010863881,0.00005289731],"category_scores_gemma":[0.019205088,0.00019529612,0.0005465825,0.00045440043,0.0002097733,0.0005373063,0.00007007277,0.00071414234,0.000007058171],"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":[0.004191069,0.0005176204,0.56847197,0.00012680958,0.00017643314,0.0007664672,0.0004082717,0.0000026816037,0.000017918675,0.000059685568,0.03217047,0.3930906],"study_design_scores_gemma":[0.0015283714,0.0015046861,0.4509905,0.0039930153,0.00031679898,0.0008202721,0.0023614657,0.0021899492,0.00005005904,0.0004739584,0.5352516,0.0005192897],"about_ca_topic_score_codex":0.00006580152,"about_ca_topic_score_gemma":0.0011252743,"teacher_disagreement_score":0.50308114,"about_ca_system_score_codex":0.00026099657,"about_ca_system_score_gemma":0.0007235627,"threshold_uncertainty_score":0.9890566},"labels":[],"label_agreement":null},{"id":"W2902659609","doi":"10.1007/s00268-018-4868-3","title":"Developing Metrics to Define Progress in Children’s Surgery","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"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; Montreal Children's Hospital","funders":"","keywords":"Pediatric surgery; Medicine; Vascular surgery; Specialty; Cardiothoracic surgery; Cardiac surgery; Quality (philosophy); Surgery; Family medicine","score_opus":0.12203154144993321,"score_gpt":0.3836732637524707,"score_spread":0.26164172230253746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902659609","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022386105,0.993305,0.000022342514,0.00080002757,0.0028283976,0.0006319773,0.000018356905,0.000028847706,0.00012642478],"genre_scores_gemma":[0.00044025344,0.99476725,0.0013773221,0.0011559345,0.0018837345,0.000031318803,0.000058783437,0.00010758291,0.00017782212],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992582,0.0004102015,0.004264541,0.00045363462,0.0010593308,0.0012302615],"domain_scores_gemma":[0.99213606,0.003535883,0.0021575927,0.00045680744,0.000652263,0.0010613777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0072806473,0.00066167087,0.0065745884,0.009861065,0.00008330808,0.00005476719,0.00025434123,0.00034749348,0.00009220466],"category_scores_gemma":[0.0026351907,0.0005078509,0.002032376,0.007033324,0.000096703465,0.00015328944,0.00010949614,0.0011902266,0.00013783392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009440319,0.00012514713,0.21478967,0.008132934,0.0002131728,0.0008674935,0.000006878013,4.4397744e-8,3.0123197e-9,0.000021229529,0.0668606,0.7088884],"study_design_scores_gemma":[0.00014607374,0.000032917727,0.026499828,0.07736854,0.0004171348,0.00359948,0.000003591452,1.1930379e-7,4.994264e-7,0.000015777528,0.8914946,0.00042147774],"about_ca_topic_score_codex":0.00001746458,"about_ca_topic_score_gemma":0.000019522873,"teacher_disagreement_score":0.82463396,"about_ca_system_score_codex":0.0011079748,"about_ca_system_score_gemma":0.0069088703,"threshold_uncertainty_score":0.9997373},"labels":[],"label_agreement":null},{"id":"W2904268248","doi":"10.1007/s00268-018-04897-6","title":"Global Disparities in Breast Cancer Genetics Testing, Counselling and Management","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"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; McGill University Health Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Breast cancer; Genetic testing; Prophylactic Mastectomy; BRCA mutation; Genetic counseling; Family history; Cancer; Mastectomy; Oncology; Internal medicine; Genetics","score_opus":0.0644090769667488,"score_gpt":0.33496572984140444,"score_spread":0.27055665287465563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904268248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053927134,0.9980611,0.00007641171,0.00005750317,0.0008551684,0.00014237044,0.00009188869,0.0000019216886,0.00017434613],"genre_scores_gemma":[0.00033662876,0.99829066,0.0004323158,0.00008677228,0.00048222032,0.000015872736,0.000016481545,0.00003057273,0.00030849339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856687,0.00007908827,0.0007110533,0.00023042402,0.00018913981,0.00022343811],"domain_scores_gemma":[0.9987222,0.00008617731,0.00080565613,0.00019345692,0.00012895942,0.000063530046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004206975,0.00023900862,0.00078949565,0.00023835016,0.00002900557,0.00004586651,0.00016950331,0.00011992878,0.000012735545],"category_scores_gemma":[0.000012040184,0.00021366638,0.00022124722,0.00037045582,0.00006611828,0.000004500414,0.000045675817,0.0001661714,0.0000015340524],"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":[0.000018099454,0.000030428804,0.026870916,0.006449195,0.00035054475,0.00005348197,0.0000040358073,0.00033538195,0.0000015433058,0.000012891539,0.01033613,0.9555374],"study_design_scores_gemma":[0.00011199716,0.000008598438,0.0026565176,0.008716921,0.00037411382,0.00043501848,0.0000046500254,0.0000054619777,0.0000015624338,0.000041056377,0.9873992,0.00024489997],"about_ca_topic_score_codex":0.00001782889,"about_ca_topic_score_gemma":0.00009222255,"teacher_disagreement_score":0.97706306,"about_ca_system_score_codex":0.00016660703,"about_ca_system_score_gemma":0.00048184718,"threshold_uncertainty_score":0.87130624},"labels":[],"label_agreement":null},{"id":"W2910891012","doi":"10.1007/s00268-018-04887-8","title":"Global Initiative for Children’s Surgery: A Model of Global Collaboration to Advance the Surgical Care of Children","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesiologists' Society","funders":"Association of Anaesthetists of Great Britain; Royal College of Surgeons of England; American Society of Anesthesiologists; Children's Hospital of Wisconsin; Association of Anaesthetists; American College of Surgeons; British Heart Foundation; Canadian Anesthesiologists' Society","keywords":"Subspecialty; Medicine; Global health; Health care; Pediatric surgery; Commission; Nursing; Medical emergency; Medical education; Family medicine; Public health; Surgery; Political science","score_opus":0.019889672842511516,"score_gpt":0.30849674863243093,"score_spread":0.2886070757899194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910891012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908859,0.0034452304,0.00022668074,0.0024648625,0.00073446514,0.0007909803,0.0007183885,0.000009820804,0.000723641],"genre_scores_gemma":[0.99798733,0.00023916706,0.0005645113,0.000840889,0.0002560462,0.000010332067,0.000050226237,0.000015307107,0.000036216483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700844,0.00014535715,0.001432621,0.00021886594,0.0007224414,0.00047229475],"domain_scores_gemma":[0.99557436,0.0010778689,0.0010929377,0.00030318394,0.0015935539,0.0003580983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013591641,0.00022689987,0.0013018314,0.00021282761,0.00006459177,0.00001298433,0.00014526446,0.00009606589,0.000030780102],"category_scores_gemma":[0.0006102445,0.00016296456,0.000659545,0.0013971287,0.00008886696,0.00019991871,0.00003938552,0.00016712253,0.000004140343],"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":[0.003853573,0.0001856992,0.9679128,0.00017890139,0.00017204553,0.000013503512,0.00012776637,0.0010177593,0.000021715192,0.0011541966,0.020321732,0.005040319],"study_design_scores_gemma":[0.00224303,0.00037872238,0.99065924,0.001447835,0.00026249085,0.00047627927,0.00062345195,0.00019288305,0.00061466935,0.00052827754,0.0022480488,0.000325066],"about_ca_topic_score_codex":0.000044320055,"about_ca_topic_score_gemma":0.00008256385,"teacher_disagreement_score":0.022746457,"about_ca_system_score_codex":0.00036079186,"about_ca_system_score_gemma":0.0022079973,"threshold_uncertainty_score":0.6645502},"labels":[],"label_agreement":null},{"id":"W2910987028","doi":"10.1007/s00268-018-04905-9","title":"Unifying Children’s Surgery and Anesthesia Stakeholders Across Institutions and Clinical Disciplines: Challenges and Solutions from Uganda","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; University of British Columbia","funders":"","keywords":"Medicine; Workforce; Multidisciplinary approach; Outreach; Pediatric surgery; Nursing; Capacity building; Service delivery framework; Medical education; Service (business); Surgery; Political science; Business","score_opus":0.216668448210623,"score_gpt":0.3699739353146762,"score_spread":0.1533054871040532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910987028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94602937,0.045404248,0.000011673262,0.007690019,0.00059040135,0.00014444263,0.000022261795,0.000020693977,0.000086885666],"genre_scores_gemma":[0.95163053,0.047094997,0.000110498084,0.00065679604,0.00040744312,0.0000016098852,0.000015578898,0.000018109915,0.000064428226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976218,0.00015444773,0.0011047453,0.00029368163,0.00030425633,0.0005210683],"domain_scores_gemma":[0.9957835,0.0027176775,0.0004386242,0.00020791353,0.00016007085,0.00069221866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025949224,0.00021123237,0.0010386894,0.00035089965,0.00025550628,0.000050395643,0.000044283246,0.00012920878,0.000021161422],"category_scores_gemma":[0.00043270586,0.0001702983,0.0002213213,0.0002320529,0.00036791933,0.00034196425,0.00005848048,0.0005045274,0.000003960319],"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":[0.000286334,0.00012863884,0.9564488,0.000111441215,0.00012728508,0.00021961941,0.0002118633,0.0000011108419,0.000008179384,0.00014064733,0.0016757015,0.040640377],"study_design_scores_gemma":[0.0006922667,0.00004286154,0.9880121,0.00092055614,0.0001054059,0.0016158267,0.00074148667,0.0000134470765,0.000002282558,0.00013715099,0.0075526284,0.00016400381],"about_ca_topic_score_codex":0.00009403847,"about_ca_topic_score_gemma":0.00020384976,"teacher_disagreement_score":0.040476374,"about_ca_system_score_codex":0.00004367549,"about_ca_system_score_gemma":0.00054819626,"threshold_uncertainty_score":0.69445634},"labels":[],"label_agreement":null},{"id":"W2912295529","doi":"10.1007/s00268-019-04918-y","title":"Delayed Colo‐anal Anastomosis for Rectal Cancer: Pelvic Morbidity, Functional Results and Oncological Outcomes: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":33,"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 Toronto","funders":"","keywords":"Medicine; Anastomosis; Surgery; Abdominal surgery; Systematic review; Randomized controlled trial; Colorectal cancer; Mortality rate; Ileostomy; General surgery; MEDLINE; Cancer; Internal medicine","score_opus":0.2340024781586526,"score_gpt":0.41746954031637556,"score_spread":0.18346706215772296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912295529","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014867545,0.9927235,0.0000072589723,0.0008697221,0.0018361337,0.0037577949,0.00033940852,0.000025391959,0.00029206526],"genre_scores_gemma":[0.00026689706,0.99542814,0.00012382286,0.0006080914,0.000503005,0.00059095206,0.00011668425,0.000072080824,0.00229035],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9937793,0.0005863526,0.0036189426,0.00054366305,0.0009835406,0.0004881892],"domain_scores_gemma":[0.98640925,0.008454274,0.0036510348,0.00039573206,0.00061898056,0.00047072378],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029111872,0.00071133004,0.010561146,0.0007975819,0.000100316734,0.000044703163,0.00018960355,0.00029224777,0.00024801434],"category_scores_gemma":[0.0022937728,0.00042681588,0.0033705677,0.0009465607,0.00010182375,0.0001305063,0.00010023479,0.00085771555,0.000025244786],"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":[0.0016455342,0.00037736335,0.00088556175,0.88474965,0.005766514,0.00070271833,0.000008569486,6.6358484e-7,1.0462762e-7,0.000007495294,0.035162285,0.070693515],"study_design_scores_gemma":[0.0015495823,0.00061404787,0.00080941926,0.6268769,0.027239349,0.0025124715,0.0000058165374,0.000003335706,1.4354619e-7,0.000007630218,0.34000674,0.0003745808],"about_ca_topic_score_codex":0.00003059894,"about_ca_topic_score_gemma":0.000058027956,"teacher_disagreement_score":0.30484447,"about_ca_system_score_codex":0.0014937079,"about_ca_system_score_gemma":0.0020752582,"threshold_uncertainty_score":0.9998184},"labels":[],"label_agreement":null},{"id":"W2918525553","doi":"10.1007/s00268-019-04960-w","title":"Treatment Strategies and Survival Trends for Anorectal Melanoma: Is it Time for a Change?","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Immunotherapy; Abdominal surgery; Internal medicine; Cardiothoracic surgery; Radiation therapy; Vascular surgery; Melanoma; Logistic regression; Cardiac surgery; Oncology; Surgery; Cancer","score_opus":0.05764611722908651,"score_gpt":0.29689259411760666,"score_spread":0.23924647688852013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918525553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767451,0.0012804825,0.0001550836,0.01119367,0.0018325176,0.0007574291,0.000043310494,0.000028296208,0.007964102],"genre_scores_gemma":[0.9514637,0.00019092017,0.00031905848,0.00035770252,0.00071668735,0.000032192682,0.000011547421,0.000024496361,0.04688368],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917173,0.000017804845,0.00033161172,0.00013371305,0.00015117142,0.00019399362],"domain_scores_gemma":[0.999136,0.00034103487,0.00021115427,0.00009981135,0.00009980087,0.00011223372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026731184,0.00013802407,0.00050226256,0.0005045828,0.00004463371,0.000047948015,0.00002809797,0.000034351957,0.0004977864],"category_scores_gemma":[0.000015391755,0.000103080034,0.0003201716,0.00013727392,0.000020013167,0.0001350054,0.000009595879,0.00005353092,0.000010875395],"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":[0.014600476,0.0012023394,0.038295355,0.00086364854,0.0030145843,0.00062446174,0.0025578814,0.0000071982195,0.011252254,0.000910634,0.11252552,0.8141456],"study_design_scores_gemma":[0.0055228304,0.0031941147,0.015634742,0.0002296395,0.0006407088,0.0016209373,0.0015197028,0.00051913847,0.0016395778,0.00014435087,0.96902186,0.00031241617],"about_ca_topic_score_codex":0.000012237091,"about_ca_topic_score_gemma":0.000032945423,"teacher_disagreement_score":0.85649633,"about_ca_system_score_codex":0.000079765356,"about_ca_system_score_gemma":0.00007279137,"threshold_uncertainty_score":0.5450412},"labels":[],"label_agreement":null},{"id":"W2920716705","doi":"10.1007/s00268-019-04955-7","title":"The Impact of Evidence in Surgery of the Musculoskeletal System","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Shoulder Injury and Treatment","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":"University of Toronto; McMaster University","funders":"","keywords":"Vascular surgery; Abdominal surgery; Medicine; Cardiothoracic surgery; Cardiac surgery; General surgery; Surgery","score_opus":0.27511725021329997,"score_gpt":0.4384201376876314,"score_spread":0.16330288747433142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920716705","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007352646,0.9905183,6.6294587e-7,0.00013449707,0.0013583129,0.00047216992,0.0000135077835,0.0000036094857,0.00014631543],"genre_scores_gemma":[0.09859666,0.900759,0.0000048702154,0.000005534445,0.00024046893,0.000008239065,0.0000021966462,0.000032759453,0.00035028887],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99552506,0.0007681743,0.0025263443,0.00015985468,0.00072336604,0.00029721792],"domain_scores_gemma":[0.98340803,0.012056699,0.0034788356,0.0006965667,0.0002558979,0.00010399085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036833307,0.0003468612,0.00379716,0.00077168556,0.000045365072,0.000013397696,0.00028682017,0.00013194112,0.00003760297],"category_scores_gemma":[0.0009499127,0.00012618383,0.005664223,0.0011282866,0.00014490256,0.00010831886,0.00006399845,0.00071423594,0.000007057246],"study_design_candidate":"design_other","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":[0.00029623142,0.00027832884,0.058383342,0.040260088,0.0023975323,0.00031518415,0.000034829456,0.000009338508,0.000002670253,0.0000212467,0.009507492,0.8884937],"study_design_scores_gemma":[0.0004909213,0.00026414022,0.049256448,0.60819364,0.009165215,0.0035499563,0.00010646114,0.0000030726517,0.000040938667,0.000013106777,0.32849166,0.00042443088],"about_ca_topic_score_codex":0.00007067305,"about_ca_topic_score_gemma":0.000010100162,"teacher_disagreement_score":0.8880693,"about_ca_system_score_codex":0.00049619575,"about_ca_system_score_gemma":0.0027557216,"threshold_uncertainty_score":0.57125205},"labels":[],"label_agreement":null},{"id":"W2932398677","doi":"10.1007/s00268-019-04993-1","title":"Perioperative Mortality Rates as a Health Metric for Acute Abdominal Surgery in Low‐ and Middle‐Income Countries: A Systematic Review and Future Recommendations","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"College of Physicians and Surgeons of Ontario; McGill University Health Centre; McGill University","funders":"World Health Organization","keywords":"Medicine; Perioperative; MEDLINE; Scopus; Health care; Public health; Global health; Emergency medicine; Family medicine; Medical emergency; Surgery; Nursing","score_opus":0.08713543950993717,"score_gpt":0.42050385380909666,"score_spread":0.3333684142991595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932398677","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001442867,0.98858774,0.0000063520224,0.0059629986,0.0012214758,0.0038059393,0.00022959389,0.000010578846,0.000031046264],"genre_scores_gemma":[0.000042951524,0.99485046,0.0001313925,0.00378612,0.00042136604,0.00020993069,0.000105666426,0.00005747721,0.00039460932],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9922228,0.0011240282,0.0049686055,0.00044144772,0.0005105554,0.0007325867],"domain_scores_gemma":[0.9861175,0.008217621,0.0039356053,0.0003943679,0.0005888144,0.00074611494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010924705,0.00064354425,0.012522913,0.0024454866,0.00017038776,0.00008551387,0.00010542757,0.00022034813,0.00008945329],"category_scores_gemma":[0.0017603333,0.00044308466,0.0012763232,0.0018677389,0.00009453038,0.00029204757,0.000043081902,0.00088404305,0.000009603008],"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":[0.000106942185,0.00008032923,0.0014466111,0.9775155,0.000843288,0.00019560255,0.00005795143,1.4578752e-8,2.8400613e-9,0.000042034393,0.0053554317,0.014356285],"study_design_scores_gemma":[0.00031450295,0.00008238162,0.00034266902,0.7461044,0.005735196,0.0028879254,0.000100220874,0.0000014112029,3.1230194e-8,0.0000073007523,0.24413176,0.0002921796],"about_ca_topic_score_codex":0.000040717405,"about_ca_topic_score_gemma":0.00003957877,"teacher_disagreement_score":0.23877633,"about_ca_system_score_codex":0.0005966556,"about_ca_system_score_gemma":0.0053430106,"threshold_uncertainty_score":0.9998021},"labels":[],"label_agreement":null},{"id":"W2939317627","doi":"10.1007/s00268-019-04947-7","title":"Trauma Surveillance and Registry Development in Mozambique: Results of a 1‐Year Study and the First Phase of National Implementation","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","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":"McGill University; McGill University Health Centre; Montreal General Hospital","funders":"Grand Challenges Canada","keywords":"Medicine; Public health; Medical emergency; Health care; Health informatics; Major trauma; Occupational safety and health; Family medicine; Emergency medicine; Nursing","score_opus":0.047330832295435186,"score_gpt":0.34266954389344634,"score_spread":0.29533871159801117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939317627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973058,0.00084481016,0.0000010762363,0.00096472056,0.0001111939,0.0001729523,0.0000077622735,0.0000011806164,0.00059052056],"genre_scores_gemma":[0.99954253,0.0002706832,0.000057286867,0.000026451033,0.000031576707,0.000002558571,0.000002447995,0.0000040485397,0.00006243512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987458,0.00005209492,0.0007372528,0.00007564349,0.00031339176,0.00007579897],"domain_scores_gemma":[0.9989047,0.00037351853,0.00040029606,0.000059354323,0.00023706135,0.000025084853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017661297,0.0000647234,0.00037195723,0.00021338993,0.000024566647,0.0000031546174,0.000027789685,0.000012141217,0.000019330737],"category_scores_gemma":[0.00012650408,0.000042627777,0.000047854937,0.0001941766,0.000061998,0.00004932868,0.000016256168,0.00008831673,1.6907995e-7],"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":[0.0032156107,0.00025157214,0.9775602,0.00011757035,0.00016291028,0.000011693307,0.004243993,0.0000031685126,0.000082854334,0.000029167304,0.0020008031,0.012320439],"study_design_scores_gemma":[0.009489803,0.00010678203,0.98465484,0.00016517683,0.000015481177,0.000020788037,0.0034325488,0.0000028323504,0.00032065558,0.000024548113,0.0017246827,0.0000418594],"about_ca_topic_score_codex":0.00007239611,"about_ca_topic_score_gemma":0.0009470825,"teacher_disagreement_score":0.01227858,"about_ca_system_score_codex":0.000027142483,"about_ca_system_score_gemma":0.00010879182,"threshold_uncertainty_score":0.17383103},"labels":[],"label_agreement":null},{"id":"W2941181021","doi":"10.1007/s00268-019-05003-0","title":"Clinical and Functional Outcome After Abdominal Wall Incisional Hernia Repair: Evaluation of Quality‐of‐Life Improvement and Comparison of Assessment Scales","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":32,"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; Abdominal surgery; Quality of life (healthcare); Cardiothoracic surgery; Visual analogue scale; Physical therapy; Hernia; Vascular surgery; Cardiac surgery; SF-36; Rating scale; Prospective cohort study; Hernia repair; Surgery; Health related quality of life; Internal medicine","score_opus":0.14465188294472128,"score_gpt":0.4352126856920928,"score_spread":0.2905608027473715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941181021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970467,0.0012272907,0.00015374816,0.00068974926,0.0003902668,0.00025471603,0.0000059830486,0.0000046112236,0.00022695297],"genre_scores_gemma":[0.9977555,0.00007728212,0.001722514,0.00019259364,0.00009441076,0.000004293884,0.00000383947,0.000009212282,0.00014033505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99553764,0.00031042795,0.0024552797,0.0001672779,0.0014102178,0.00011916164],"domain_scores_gemma":[0.9968039,0.00093620294,0.0012561315,0.00018354869,0.00066273904,0.00015751016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01044345,0.000121367564,0.0010425325,0.0003336654,0.000016330228,0.000005501396,0.00003592915,0.00005521922,0.00041536585],"category_scores_gemma":[0.00038922066,0.00009240259,0.0003971004,0.000104934115,0.00013007467,0.0001009916,0.00007127826,0.0002246785,0.0000014065231],"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":[0.0026206437,0.0006501317,0.9737093,0.0005310138,0.00038315458,0.0000036728356,0.000046337438,0.000031398686,0.0011034363,0.00006277798,0.00086456584,0.019993598],"study_design_scores_gemma":[0.0027259912,0.0003672373,0.9936873,0.00028432597,0.00033769646,0.000007811582,0.0002115275,0.0014060083,0.000072225004,0.00009175148,0.0007322149,0.00007592072],"about_ca_topic_score_codex":0.000023272805,"about_ca_topic_score_gemma":0.000036367728,"teacher_disagreement_score":0.01997802,"about_ca_system_score_codex":0.000055138946,"about_ca_system_score_gemma":0.00033069876,"threshold_uncertainty_score":0.45479646},"labels":[],"label_agreement":null},{"id":"W2943054921","doi":"10.1007/s00268-019-05017-8","title":"A Systematic Review on the Synoptic Operative Report Versus the Narrative Operative Report in Surgery","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":44,"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; Documentation; Cochrane Library; MEDLINE; Narrative; Systematic review; Surgery; General surgery; Randomized controlled trial; Computer science","score_opus":0.14674842459986903,"score_gpt":0.40879259026131426,"score_spread":0.2620441656614452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943054921","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006164979,0.978956,0.0000036166405,0.007527619,0.0036876136,0.0042780074,0.000007043204,0.00002038755,0.0054580765],"genre_scores_gemma":[0.00029231148,0.98744273,0.000021227968,0.0021832979,0.00065673306,0.00030078553,0.000062329505,0.00013000978,0.00891057],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98721796,0.0023729587,0.0072185267,0.00062041346,0.0019796877,0.0005904678],"domain_scores_gemma":[0.95199406,0.035440028,0.008677683,0.002201242,0.0013883925,0.0002985754],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.020244604,0.0009750789,0.011483831,0.0013007637,0.00015391005,0.00015749925,0.0005570571,0.00016023457,0.00019687212],"category_scores_gemma":[0.047241416,0.00040911266,0.002713242,0.0024504964,0.00042087273,0.00038035875,0.00012371918,0.0029031767,0.00012295044],"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":[0.00023423848,0.00036565287,0.00009399045,0.7371498,0.004804143,0.090358704,0.00080300187,0.0000030687586,2.6554432e-7,0.00010229875,0.15250187,0.013582994],"study_design_scores_gemma":[0.00021154099,0.000092788294,0.000012875101,0.8022673,0.004966866,0.037578728,0.0006191999,0.0000015554111,7.088593e-7,0.0000049211517,0.15391916,0.00032432567],"about_ca_topic_score_codex":0.000010592684,"about_ca_topic_score_gemma":0.000007953733,"teacher_disagreement_score":0.065117545,"about_ca_system_score_codex":0.0009351288,"about_ca_system_score_gemma":0.004523009,"threshold_uncertainty_score":0.9998361},"labels":[],"label_agreement":null},{"id":"W2944108108","doi":"10.1007/s00268-019-05016-9","title":"Chronic Postoperative Opioid Use: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":52,"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","funders":"","keywords":"Medicine; Chronic pain; Opioid; Abdominal surgery; Vascular surgery; Cardiac surgery; Risk factor; Cardiothoracic surgery; MEDLINE; Anesthesia; Internal medicine; Surgery; Physical therapy","score_opus":0.08421871843165896,"score_gpt":0.3518305554862945,"score_spread":0.26761183705463554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944108108","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023548307,0.9949409,0.000002877041,0.00041777833,0.001145209,0.0032572201,0.000026309319,0.000018538201,0.00018881216],"genre_scores_gemma":[0.0000030613394,0.99191606,0.00007280194,0.0006004682,0.00041722716,0.000101065336,0.00008211243,0.00012245987,0.006684765],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994568,0.0006046457,0.003308002,0.00031908555,0.00079701754,0.0004032797],"domain_scores_gemma":[0.99326164,0.0018668073,0.003273692,0.0008331267,0.0004943702,0.00027034708],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012820358,0.00070100505,0.011264112,0.0011267142,0.000051903444,0.00006282961,0.00023466822,0.00015622406,0.00041003252],"category_scores_gemma":[0.00086514076,0.0004209138,0.0034513648,0.0009297841,0.000044870096,0.00023605277,0.000059193168,0.0009448446,0.0005556683],"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":[0.000008288006,0.00012500653,0.000031196527,0.93020153,0.0021024756,0.0006841733,0.00002750622,8.176628e-8,7.877354e-8,0.000012953252,0.015697615,0.051109098],"study_design_scores_gemma":[0.00013823068,0.00007168457,0.000006917818,0.5417192,0.013691812,0.0017132326,0.0000050451767,9.592121e-8,1.5356747e-7,7.21412e-7,0.44247746,0.00017546744],"about_ca_topic_score_codex":0.000005784263,"about_ca_topic_score_gemma":0.0000028641873,"teacher_disagreement_score":0.42677984,"about_ca_system_score_codex":0.0012457321,"about_ca_system_score_gemma":0.0044834516,"threshold_uncertainty_score":0.9998243},"labels":[],"label_agreement":null},{"id":"W2946711688","doi":"10.1007/s00268-019-05032-9","title":"MRI Performance in Detecting pCR After Neoadjuvant Chemotherapy by Molecular Subtype of Breast Cancer","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"McGill University","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Chemotherapy; Oncology; Breast MRI; Neoadjuvant therapy; Cancer; Triple-negative breast cancer; Meta-analysis; Predictive value; Radiology; Mammography","score_opus":0.02073097911163029,"score_gpt":0.28413152586437923,"score_spread":0.26340054675274893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946711688","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019117203,0.9800198,0.000008926621,0.00009267588,0.00046260937,0.00015047802,0.000084415566,0.0000021772548,0.00006173387],"genre_scores_gemma":[0.05933682,0.9400351,0.000044700057,0.000084697844,0.00025467543,0.000028554688,0.000017591643,0.00006559169,0.0001322774],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809015,0.00010531947,0.00096408534,0.00028204438,0.00024025147,0.0003181289],"domain_scores_gemma":[0.99818945,0.00007901562,0.0012158735,0.0002875695,0.00016237106,0.000065749664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000385473,0.0003916728,0.0016704374,0.00033742344,0.00002171186,0.00001168109,0.0002036059,0.0001679377,0.00005819957],"category_scores_gemma":[0.000016582557,0.0003083081,0.00070277747,0.00035128123,0.00006640708,0.000009884227,0.00006945275,0.00031248457,0.0000031753998],"study_design_candidate":"design_other","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":[0.00036328778,0.000115968345,0.033212982,0.003919475,0.0008956439,0.00004786374,0.000024014309,0.000014190255,0.00037371146,2.496212e-7,0.0010264425,0.9600062],"study_design_scores_gemma":[0.00093209604,0.00007536474,0.015598301,0.026258714,0.00076886144,0.00055819575,0.000018542902,0.0000013242599,0.0025604998,0.0000021872481,0.9524627,0.0007632178],"about_ca_topic_score_codex":0.000036162062,"about_ca_topic_score_gemma":0.000029687406,"teacher_disagreement_score":0.95924294,"about_ca_system_score_codex":0.00012715404,"about_ca_system_score_gemma":0.00045142762,"threshold_uncertainty_score":0.9999369},"labels":[],"label_agreement":null},{"id":"W2946731848","doi":"10.1007/s00268-019-05027-6","title":"Welcome New Associate Editor Nancy Baxter of Canada to the World Journal of Surgery","year":2019,"lang":"en","type":"editorial","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cardiothoracic surgery; Vascular surgery; Abdominal surgery; Cardiac surgery; Medicine; General surgery; Surgery","score_opus":0.025213487888557984,"score_gpt":0.26567462402407355,"score_spread":0.24046113613551556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946731848","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013411193,0.002756301,0.0000067622036,0.0149973435,0.97775036,0.00011503427,0.00009276516,0.0000048624743,0.0029354698],"genre_scores_gemma":[0.0042071487,0.001293277,0.000028228042,0.00068789424,0.9413489,5.1063256e-7,0.0000073845117,0.00003416091,0.052392516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98869175,0.0008168516,0.0020400796,0.00020583314,0.0074907904,0.00075470435],"domain_scores_gemma":[0.9755044,0.015879381,0.004756685,0.0003291225,0.002795127,0.00073525665],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017183311,0.00034237924,0.0020498445,0.0013508964,0.0003496566,0.0001654047,0.0017044154,0.00032773108,0.0010436126],"category_scores_gemma":[0.009710126,0.00025284235,0.001147107,0.0015253025,0.00021940484,0.00041487793,0.00015769209,0.0021499067,0.000011531996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019967803,0.00004608941,0.008177369,0.00007094913,0.00040223476,0.00023018062,0.00092338916,0.000017669992,0.0000015628212,0.0000142312365,0.98738664,0.0025299944],"study_design_scores_gemma":[0.0002606492,0.000030057798,0.00150785,0.0022483065,0.00025720167,0.00000502183,0.0015179687,6.8962095e-8,0.00000894925,0.00007081823,0.9938462,0.00024695508],"about_ca_topic_score_codex":0.068261854,"about_ca_topic_score_gemma":0.39798683,"teacher_disagreement_score":0.329725,"about_ca_system_score_codex":0.001144055,"about_ca_system_score_gemma":0.026942488,"threshold_uncertainty_score":0.9999924},"labels":[],"label_agreement":null},{"id":"W2949773107","doi":"10.1007/s00268-019-05064-1","title":"Reporting Quality of Journal Abstracts for Surgical Randomized Controlled Trials Before and After the Implementation of the CONSORT Extension for Abstracts","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; University of Toronto","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Consolidated Standards of Reporting Trials; Blinding; Medicine; Randomized controlled trial; Randomization; Confidence interval; Surgery; Internal medicine","score_opus":0.8103522298390888,"score_gpt":0.6112884404910579,"score_spread":0.19906378934803093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949773107","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"reporting","model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019976985,0.9689626,0.00035152046,0.00056984817,0.002071083,0.007899388,0.000090174944,7.114352e-7,0.00007769318],"genre_scores_gemma":[0.11065911,0.8849883,0.00097271695,0.000087918364,0.001091845,0.00029487157,0.000011427634,0.000049036873,0.0018447816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.7879536,0.048123874,0.15676324,0.00058880093,0.006165622,0.00040482468],"domain_scores_gemma":[0.2976125,0.3054056,0.3895565,0.0014969625,0.0057624015,0.00016605543],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.79537266,0.0004955253,0.052842185,0.00091974525,0.00017370099,0.0004842938,0.00081702723,0.00016502594,0.0007141065],"category_scores_gemma":[0.41599688,0.00013890487,0.041334894,0.000590908,0.00019152362,0.00023550603,0.000071169045,0.00047887696,0.0000025438771],"study_design_candidate":"design_other","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":[0.030003307,0.0001335327,0.0026308927,0.012411222,0.0124084875,0.000029125827,0.00031866322,0.000030122912,0.0000051477396,0.0002572386,0.016605258,0.925167],"study_design_scores_gemma":[0.08532792,0.000082448256,0.006964305,0.021818146,0.043786407,0.0017295019,0.00092677784,0.000026836331,0.000010611842,0.005214508,0.833635,0.00047758943],"about_ca_topic_score_codex":0.0000061605133,"about_ca_topic_score_gemma":0.000033473945,"teacher_disagreement_score":0.9246894,"about_ca_system_score_codex":0.000043825537,"about_ca_system_score_gemma":0.0011999272,"threshold_uncertainty_score":0.9682659},"labels":[],"label_agreement":null},{"id":"W2949899117","doi":"10.1007/s00268-019-05048-1","title":"Adverse Events in the Operating Room: Definitions, Prevalence, and Characteristics. A Systematic Review","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":63,"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 Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Adverse effect; MEDLINE; Cohort study; Systematic review; Emergency medicine; Internal medicine","score_opus":0.2672610738393547,"score_gpt":0.43923209464734014,"score_spread":0.17197102080798543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949899117","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019621417,0.9956271,0.000009027515,0.00047774013,0.0010669297,0.0023211457,0.000031907395,0.0000040516506,0.0004424778],"genre_scores_gemma":[0.00012753553,0.99690413,0.000023311008,0.0015419413,0.00017265341,0.00026368463,0.000041291954,0.000021771233,0.0009036897],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9915094,0.004051682,0.0035522436,0.00015270979,0.0004575971,0.0002763733],"domain_scores_gemma":[0.9880737,0.006112006,0.005200435,0.00034426214,0.00016576734,0.000103810824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008413281,0.0002445324,0.002910956,0.0005321509,0.0002142252,0.0000011866824,0.00029372322,0.00012807365,0.00019158817],"category_scores_gemma":[0.0033696997,0.00013664935,0.00043646208,0.00056356785,0.000024688248,0.00016587482,0.000051954794,0.0014025872,0.00019678033],"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":[0.0000020950422,0.00003927833,0.0023873074,0.9929687,0.000059868486,0.00001448174,0.00020242418,4.78687e-8,2.9128384e-9,0.000056897148,0.001906395,0.0023625377],"study_design_scores_gemma":[0.00007390886,0.0000060443217,0.0009439951,0.79388183,0.0013352452,0.00007934877,0.00008655091,4.0805597e-7,4.2971016e-10,0.0000055086134,0.203486,0.00010117038],"about_ca_topic_score_codex":0.0000015515355,"about_ca_topic_score_gemma":0.000003118251,"teacher_disagreement_score":0.2015796,"about_ca_system_score_codex":0.00013637998,"about_ca_system_score_gemma":0.001103822,"threshold_uncertainty_score":0.6093621},"labels":[],"label_agreement":null},{"id":"W2950145319","doi":"10.1007/s00268-019-05050-7","title":"Predictors of Post‐operative Pain and Opioid Consumption in Patients Undergoing Liver Surgery","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Analgesic; Abdominal surgery; Perioperative; Opioid; Morphine; Cardiothoracic surgery; Surgery; Prospective cohort study; Anesthesia; Vascular surgery; Anesthesiology; Cardiac surgery; Internal medicine","score_opus":0.023875736081877826,"score_gpt":0.24107528099299907,"score_spread":0.21719954491112126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950145319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809515,0.0008774682,0.000019242529,0.00015301078,0.00048145888,0.0001637083,0.0000019361473,0.0000045070365,0.0002034917],"genre_scores_gemma":[0.9977707,0.00110249,0.00006902165,0.0003314361,0.00007509727,8.450045e-7,0.000009251094,0.00001220906,0.00062889716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859375,0.00021177962,0.00062655366,0.00010762964,0.00029638526,0.00016389597],"domain_scores_gemma":[0.997158,0.0021020288,0.000396652,0.00009974964,0.00015674793,0.000086827706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001954127,0.00011102115,0.0005100097,0.0009240891,0.00001899626,0.000012035494,0.000034973662,0.00003806869,0.00027565513],"category_scores_gemma":[0.0005363072,0.00009212278,0.00013821448,0.00023215564,0.00004901957,0.0002302202,0.000026838947,0.00017809868,0.000014798675],"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":[0.00043272265,0.00014591368,0.9902551,0.00035246628,0.000100905396,0.000036873495,0.00025045083,0.000008037203,0.00013012426,0.000011555063,0.004982819,0.003293036],"study_design_scores_gemma":[0.0008000711,0.000117386466,0.99643886,0.0015067573,0.000041036696,0.0000022563568,0.00012119197,0.000054733668,0.000103288534,0.000007865173,0.00072453305,0.00008204108],"about_ca_topic_score_codex":0.00000997517,"about_ca_topic_score_gemma":0.000016681366,"teacher_disagreement_score":0.0061837425,"about_ca_system_score_codex":0.00006227639,"about_ca_system_score_gemma":0.00011161079,"threshold_uncertainty_score":0.37566578},"labels":[],"label_agreement":null},{"id":"W2952859789","doi":"10.1007/s00268-019-05054-3","title":"Change in Skeletal Muscle Following Resection of Stage I–III Colorectal Cancer is Predictive of Poor Survival: A Cohort Study","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":41,"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 Hospital; University of Alberta","funders":"","keywords":"Sarcopenia; Medicine; Proportional hazards model; Hazard ratio; Skeletal muscle; Retrospective cohort study; Colorectal cancer; Internal medicine; Cohort; Survival analysis; Cancer; Body mass index; Stage (stratigraphy); Surgery; Confidence interval","score_opus":0.06439798369341686,"score_gpt":0.3612316851984762,"score_spread":0.29683370150505933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952859789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99581057,0.00091109605,0.0000035187493,0.00055431336,0.0015194109,0.00067432446,0.000014398649,0.0000068656477,0.00050549593],"genre_scores_gemma":[0.99889475,0.00039854628,0.000023922998,0.00015604967,0.0002534419,0.000020129213,0.0000021465812,0.000018331455,0.000232705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979616,0.00015111736,0.00092402654,0.00013727788,0.000615006,0.00021097051],"domain_scores_gemma":[0.9985401,0.00032761678,0.00065025623,0.00010260746,0.0002689661,0.000110424546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022626186,0.00010524185,0.00084256084,0.00092224154,0.000026509817,0.0000041952426,0.00005132957,0.00004530283,0.00040140518],"category_scores_gemma":[0.00007754807,0.000094579154,0.00025097048,0.0006626361,0.000030027462,0.00021235802,0.000022105774,0.00036191387,0.000001276929],"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":[0.000938263,0.00058511423,0.99191207,0.0003066917,0.00018738734,0.00008355657,0.0014740162,0.000003975076,0.003153105,0.000004106476,0.00031121614,0.0010404917],"study_design_scores_gemma":[0.0024883861,0.00050228316,0.9919062,0.0015185615,0.00008511919,0.000008297643,0.001538139,0.00006953625,0.0013262046,0.0000048452785,0.000483962,0.000068432906],"about_ca_topic_score_codex":0.0011394026,"about_ca_topic_score_gemma":0.000699925,"teacher_disagreement_score":0.0030841506,"about_ca_system_score_codex":0.0001999292,"about_ca_system_score_gemma":0.0002364389,"threshold_uncertainty_score":0.4395105},"labels":[],"label_agreement":null},{"id":"W2953339192","doi":"10.1007/s00268-019-05040-9","title":"HIV Infection: Its Impact on Patients with Appendicitis in Botswana","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Appendicitis Diagnosis and Management","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":"Hospital for Sick Children; Vancouver General Hospital; Royal Columbian Hospital","funders":"","keywords":"Cardiothoracic surgery; Abdominal surgery; Medicine; Cardiac surgery; Vascular surgery; Appendicitis; Human immunodeficiency virus (HIV); General surgery; Surgery; Internal medicine; Virology","score_opus":0.014785995716272779,"score_gpt":0.26775805951547965,"score_spread":0.2529720637992069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953339192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918363,0.00020138184,0.000009204978,0.0008147392,0.00041094693,0.00024818702,0.0000035764836,0.000008755904,0.006466905],"genre_scores_gemma":[0.9981214,0.00025249025,0.000019560595,0.00073702354,0.00014366009,0.000003001676,0.000010412518,0.000022044176,0.00069040095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986125,0.00004296464,0.00046838287,0.00013212679,0.000498606,0.0002453931],"domain_scores_gemma":[0.99903476,0.00019540456,0.00036079512,0.00014512631,0.00011192259,0.00015198186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041412906,0.00015232251,0.00053453323,0.00097249367,0.000023200215,0.000019896972,0.000045598605,0.000029945457,0.0017585822],"category_scores_gemma":[0.00004106981,0.000100147845,0.0002038655,0.00045143464,0.000017517801,0.00019079824,0.00001832335,0.0002890345,0.00018865474],"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":[0.00056307757,0.00046592052,0.96357363,0.00004759203,0.000112898284,0.00028798683,0.000022263814,0.00013148037,0.0000063228995,0.000059199567,0.028414173,0.0063154493],"study_design_scores_gemma":[0.0018648007,0.00047677138,0.9826047,0.0014656255,0.000045656598,0.000038560665,0.000013670435,0.000007048562,0.000066612556,0.000011375544,0.013298527,0.00010664545],"about_ca_topic_score_codex":0.000029407063,"about_ca_topic_score_gemma":0.000018273447,"teacher_disagreement_score":0.019031068,"about_ca_system_score_codex":0.00021111868,"about_ca_system_score_gemma":0.00008784624,"threshold_uncertainty_score":0.999154},"labels":[],"label_agreement":null},{"id":"W2954504134","doi":"10.1007/s00268-019-05074-z","title":"Validation of the Aldosteronoma Resolution Score Within Current Clinical Practice","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":18,"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":"Weill Cornell Medical College","keywords":"Medicine; Vascular surgery; Cardiac surgery; Abdominal surgery; Clinical Practice; Cardiothoracic surgery; Current (fluid); Internal medicine; Surgery; Geology; Physical therapy","score_opus":0.11686722423072377,"score_gpt":0.3616518697389133,"score_spread":0.2447846455081895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954504134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99042124,0.0012203341,0.000048470058,0.0054690135,0.002031162,0.00011316817,5.366373e-7,0.000003516467,0.0006925814],"genre_scores_gemma":[0.9983411,0.00013715551,0.0003594722,0.0003676561,0.0003152394,2.6035113e-7,0.0000019635058,0.000007613533,0.0004695331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998272,0.00019481826,0.00089538144,0.00007529934,0.00048355144,0.0000789418],"domain_scores_gemma":[0.9975574,0.00058804336,0.0010705653,0.00017288649,0.0005341915,0.000076939374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022749219,0.000062408995,0.00032878827,0.00017194872,0.000027115973,0.000007922405,0.000050189417,0.000036241636,0.00007393762],"category_scores_gemma":[0.0011999316,0.00003742991,0.00027007202,0.00023171972,0.00004516158,0.00020185967,0.000022598088,0.00030847712,0.000018634011],"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":[0.001989179,0.000473491,0.90457225,0.000076284814,0.00012674465,0.000028916946,0.0001325573,0.00014158424,0.0050881016,0.00045976703,0.016803129,0.070108026],"study_design_scores_gemma":[0.0007403652,0.00010369047,0.88027143,0.0010044931,0.00018262927,0.0004081052,0.0000688696,0.00026065856,0.0018508427,0.000058658152,0.11499205,0.000058208912],"about_ca_topic_score_codex":0.0000021346248,"about_ca_topic_score_gemma":0.0000010061735,"teacher_disagreement_score":0.09818893,"about_ca_system_score_codex":0.000045075696,"about_ca_system_score_gemma":0.00030995646,"threshold_uncertainty_score":0.15263474},"labels":[],"label_agreement":null},{"id":"W2962228230","doi":"10.1007/s00268-019-05079-8","title":"Provision of Surgical Care for Children Across Somaliland: Challenges and Policy Guidance","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University","funders":"","keywords":"Medicine; Workforce; Psychological intervention; Health care; Government (linguistics); Population; Medical emergency; Environmental health; Nursing; Economic growth","score_opus":0.024579203951219306,"score_gpt":0.3323978039191763,"score_spread":0.30781859996795696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962228230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94682795,0.048382197,0.0000014991891,0.0033090077,0.0003411502,0.00025526911,0.000025403557,0.0000073051765,0.00085024437],"genre_scores_gemma":[0.98795015,0.010840282,0.00013378848,0.00020304153,0.0005926705,0.0000022895786,0.0000071060344,0.000015573029,0.0002550773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984437,0.000046643843,0.00068786135,0.00014105564,0.00030237623,0.00037831938],"domain_scores_gemma":[0.99820846,0.00058189774,0.00042857992,0.00015460505,0.00034721,0.00027921598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010064362,0.00012503311,0.00077682233,0.00028219027,0.000043041655,0.0000074686186,0.000053224387,0.00007108943,0.000011780432],"category_scores_gemma":[0.00016804249,0.00009226575,0.00027886315,0.00015846977,0.000052967793,0.00009789692,0.000027295733,0.00016189896,0.0000022377212],"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":[0.0025237137,0.00014358888,0.77590746,0.0018078417,0.000085969696,0.000092844624,0.0007927466,0.000002113844,0.00013101767,0.0006956184,0.0036899666,0.21412715],"study_design_scores_gemma":[0.0024757779,0.00032875704,0.90644115,0.0017547092,0.000039586717,0.001095519,0.00061613956,0.0000038190515,0.00046310708,0.00013787743,0.08649437,0.0001491658],"about_ca_topic_score_codex":0.000024394858,"about_ca_topic_score_gemma":0.000016373839,"teacher_disagreement_score":0.21397798,"about_ca_system_score_codex":0.00004984177,"about_ca_system_score_gemma":0.00038221918,"threshold_uncertainty_score":0.3762488},"labels":[],"label_agreement":null},{"id":"W2963492672","doi":"10.1007/s00268-019-05089-6","title":"Impact of Timeliness of Surgical Treatment on the Outcomes of Patients with Non‐metastatic Non‐small Cell Lung Cancer: Findings From the PLCO Trial","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Lung Cancer Diagnosis and Treatment","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":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Hazard ratio; Proportional hazards model; Lung cancer; Multivariate analysis; Odds ratio; Internal medicine; Abdominal surgery; Surgery; Cardiothoracic surgery; Colorectal cancer; Logistic regression; Oncology; Cancer; Confidence interval","score_opus":0.023978466242718682,"score_gpt":0.2977389415808211,"score_spread":0.27376047533810244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963492672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971072,0.00062149146,0.0000013472959,0.00090737134,0.00037535286,0.00073720876,0.00014486501,0.0000016826925,0.00010348096],"genre_scores_gemma":[0.99898577,0.0005780087,0.00003276838,0.000054997745,0.00010515046,0.000018238718,0.000014104545,0.000021373504,0.00018956377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981737,0.00009320098,0.00085703755,0.00013670973,0.00054966647,0.00018967313],"domain_scores_gemma":[0.9951611,0.0030596438,0.0010983205,0.000318879,0.00027201916,0.000090039386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004018908,0.00022323974,0.0012079097,0.00017095362,0.000028599781,0.000008337451,0.000118381664,0.000028556813,0.00050183333],"category_scores_gemma":[0.000029177652,0.00008395726,0.00073720433,0.0002607846,0.000065052656,0.000047773916,0.000017374497,0.00014608382,0.0000021619094],"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":[0.01850929,0.002151576,0.9730394,0.000056536104,0.0023713484,0.000029615729,0.0003161973,0.00019026059,0.000030367992,0.0000016860023,0.0022929844,0.0010107636],"study_design_scores_gemma":[0.03133293,0.0020173213,0.9614854,0.0010281376,0.001458817,0.0000022395643,0.000055056797,0.00002885837,0.0023544221,0.0000031636187,0.0001479756,0.00008572018],"about_ca_topic_score_codex":0.0008294206,"about_ca_topic_score_gemma":0.00006494597,"teacher_disagreement_score":0.0128236385,"about_ca_system_score_codex":0.00030830895,"about_ca_system_score_gemma":0.00055463327,"threshold_uncertainty_score":0.54947233},"labels":[],"label_agreement":null},{"id":"W2972882517","doi":"10.1007/s00268-019-05166-w","title":"Management of Open Abdomen After Trauma Laparotomy: A Comparative Analysis of Dynamic Fascial Traction and Negative Pressure Wound Therapy Systems","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":28,"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; McGill University Health Centre","funders":"","keywords":"Medicine; Negative-pressure wound therapy; Surgery; Abdominal surgery; Laparotomy; Abdomen; Incidence (geometry)","score_opus":0.046042703313943285,"score_gpt":0.33407817468252576,"score_spread":0.2880354713685825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972882517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542,0.0016864972,0.00006778091,0.00022923396,0.00014771151,0.000623313,0.00002022594,0.000003006614,0.0018022617],"genre_scores_gemma":[0.99826926,0.00034296853,0.00012758093,0.000029600802,0.000028258859,0.00003293702,0.0000053358226,0.000007032698,0.0011570174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985323,0.00013319189,0.00076271733,0.00014540968,0.00030624642,0.000120126395],"domain_scores_gemma":[0.998017,0.00049621036,0.00094272837,0.00019517446,0.00026749747,0.00008135541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071176904,0.00012504555,0.0011153743,0.0007327511,0.0000346179,0.000029342587,0.000108148066,0.000034867368,0.00022087885],"category_scores_gemma":[0.000005940253,0.0000971547,0.00029180234,0.0009454416,0.00007940292,0.00028582753,0.00003137873,0.00015438067,0.0000016924181],"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":[0.032991424,0.0030498344,0.837011,0.0013607179,0.052913062,0.000202975,0.0078960825,0.0015339823,0.008969915,0.001247557,0.0012403745,0.051583085],"study_design_scores_gemma":[0.0007048143,0.00012147523,0.99014795,0.0006137875,0.0019633647,0.000025680292,0.0016385637,0.0007022833,0.0004855981,0.00005832379,0.0034274084,0.00011073878],"about_ca_topic_score_codex":0.000065739776,"about_ca_topic_score_gemma":0.000016212498,"teacher_disagreement_score":0.15313697,"about_ca_system_score_codex":0.000041937674,"about_ca_system_score_gemma":0.000055876997,"threshold_uncertainty_score":0.39618537},"labels":[],"label_agreement":null},{"id":"W2973140600","doi":"10.1007/s00268-019-05152-2","title":"The Financial Burden of Road Traffic Injuries in Mozambique: A Hospital‐Related Cost‐of‐Illness Study of Maputo Central Hospital","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"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; Montreal General Hospital","funders":"Grand Challenges Canada","keywords":"Medicine; Indirect costs; Activity-based costing; Context (archaeology); Public health; Total cost; Environmental health; Emergency medicine; Health economics; Economic cost; Health care; Medical emergency; Business; Economic growth; Geography; Accounting; Nursing; Economics","score_opus":0.010701818293401003,"score_gpt":0.2509117819150947,"score_spread":0.24020996362169372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973140600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926204,0.0035703126,7.803456e-7,0.00073551753,0.0023225457,0.0004833356,0.0000075395037,0.000006637353,0.00025291418],"genre_scores_gemma":[0.99890095,0.0007434066,0.00000809779,0.000007741709,0.00013497807,0.000005920276,0.0000016938326,0.000018960267,0.00017827052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972989,0.00011429112,0.0015495986,0.00014200095,0.0005608031,0.00033439245],"domain_scores_gemma":[0.9980161,0.0003119131,0.00090760435,0.000227101,0.00045558764,0.0000816879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078958203,0.00018994218,0.0010842034,0.00043929502,0.000050260867,0.0000058098876,0.0001635298,0.000065901484,0.000059220747],"category_scores_gemma":[0.00033726112,0.00012878611,0.00038545995,0.00073510053,0.00016900469,0.00012803405,0.000047776884,0.00037817593,0.000001623346],"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":[0.0015598281,0.0019806034,0.8901962,0.0002585044,0.00065545924,0.00015074806,0.031960625,0.00071735797,0.0002753713,0.00006308942,0.003353682,0.06882855],"study_design_scores_gemma":[0.0018691153,0.0010599951,0.97975063,0.00065614446,0.00014388195,0.000010889743,0.015061351,0.000018371893,0.0003908177,0.000033912165,0.00085060153,0.00015430992],"about_ca_topic_score_codex":0.00019953394,"about_ca_topic_score_gemma":0.00021435576,"teacher_disagreement_score":0.08955443,"about_ca_system_score_codex":0.000060714647,"about_ca_system_score_gemma":0.00026737005,"threshold_uncertainty_score":0.5251745},"labels":[],"label_agreement":null},{"id":"W2977121292","doi":"10.1007/s00268-019-05146-0","title":"Patient‐Reported Barriers to Accessing Surgical Care in Northern Vanuatu","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"","keywords":"Medicine; Preparedness; Population; Medical emergency; Family medicine; Environmental health","score_opus":0.020927970166793868,"score_gpt":0.2985438851938767,"score_spread":0.2776159150270828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977121292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891643,0.0022094531,0.0000012689424,0.0012054804,0.0017449196,0.00018599791,0.0000020623174,0.000013629117,0.0054729003],"genre_scores_gemma":[0.9978024,0.00006335208,0.0000754227,0.0015923867,0.00021132057,0.000002010973,0.000005201082,0.000022229995,0.00022568379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973509,0.0001070442,0.0012117339,0.00018559105,0.0006093355,0.0005354296],"domain_scores_gemma":[0.997381,0.0004369713,0.0004323068,0.00021861914,0.0004017891,0.0011293266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009151433,0.00016270432,0.00079744466,0.0009678878,0.0000479627,0.000024040033,0.000065378925,0.00007314299,0.00036334072],"category_scores_gemma":[0.0005349329,0.00013254154,0.0003227783,0.00092861557,0.000022756889,0.00017726644,0.000031142645,0.00045182378,0.00004193093],"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":[0.0012231895,0.00004801907,0.9522247,0.00010600385,0.000027625721,0.00420951,0.0003873767,0.000043189495,0.000046491976,0.000004641923,0.002502085,0.039177217],"study_design_scores_gemma":[0.0016929853,0.00021661299,0.73626167,0.0023232505,0.000056786117,0.0016288128,0.0030310054,0.000009034607,0.00026019634,0.000024427869,0.25416777,0.00032747514],"about_ca_topic_score_codex":0.000049541803,"about_ca_topic_score_gemma":0.00030547127,"teacher_disagreement_score":0.25166568,"about_ca_system_score_codex":0.00029395687,"about_ca_system_score_gemma":0.0013599939,"threshold_uncertainty_score":0.5404887},"labels":[],"label_agreement":null},{"id":"W2977622149","doi":"10.1007/s00268-019-05207-4","title":"Effects of Social Disparities on Management and Surgical Outcomes for Patients with Secondary Hyperparathyroidism","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Parathyroidectomy; Secondary hyperparathyroidism; Hyperparathyroidism; Socioeconomic status; Univariate analysis; Abdominal surgery; Multivariate analysis; Primary hyperparathyroidism; Cinacalcet; Parathyroid hormone; Pediatrics; General surgery; Surgery; Internal medicine; Population","score_opus":0.008167145974939565,"score_gpt":0.23902449641748852,"score_spread":0.23085735044254896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977622149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960368,0.0017271567,0.0000036260699,0.00026077835,0.00018441914,0.000345703,0.0000091659085,0.000003811004,0.0014284904],"genre_scores_gemma":[0.99789375,0.00017625811,0.000110706525,0.00013644379,0.000036503287,0.000008375276,0.000008553316,0.000014902909,0.0016145308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991248,0.000024673518,0.00031308056,0.00010626672,0.00027208638,0.00015906306],"domain_scores_gemma":[0.9990175,0.0005203682,0.00024283092,0.00006656146,0.000077496625,0.00007528282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012141981,0.00013425405,0.0006053129,0.00026891052,0.00004154009,0.000009688477,0.000030032255,0.000028413455,0.0000094628],"category_scores_gemma":[0.000012316806,0.000085311294,0.00019182015,0.00009341607,0.00004602527,0.000080646765,0.000013679763,0.00009860725,0.0000028510317],"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":[0.0025220977,0.0009862423,0.98447007,0.00019771625,0.0005708536,0.00012491946,0.00005987142,7.2898047e-7,0.000009436096,0.00051595055,0.008287387,0.002254747],"study_design_scores_gemma":[0.009711096,0.0005224284,0.9839361,0.00009873645,0.00022554863,0.00001189951,0.00003345946,9.358989e-7,0.00010807495,0.000088266024,0.0051759854,0.000087488406],"about_ca_topic_score_codex":0.0000020240095,"about_ca_topic_score_gemma":9.368374e-7,"teacher_disagreement_score":0.0071889986,"about_ca_system_score_codex":0.000024833456,"about_ca_system_score_gemma":0.000035867517,"threshold_uncertainty_score":0.34788936},"labels":[],"label_agreement":null},{"id":"W2978792406","doi":"10.1007/s00268-019-05211-8","title":"A New Recalibrated Four‐Category Child–Pugh Score Performs Better than the Original Child–Pugh and MELD Scores in Predicting In‐Hospital Mortality in Decompensated Alcoholic Cirrhotic Patients with Acute Variceal Bleeding: a Real‐World Cohort Analysis","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Cirrhosis; Esophageal varices; Receiver operating characteristic; Model for End-Stage Liver Disease; Alcoholic liver disease; Liver disease; Bleed; Portal hypertension; Surgery; Liver transplantation","score_opus":0.014107270264930768,"score_gpt":0.23973647193740397,"score_spread":0.2256292016724732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978792406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786794,0.0001361404,0.000008872979,0.0006863107,0.00018651481,0.0005806989,0.000013407862,0.00001726025,0.0005028255],"genre_scores_gemma":[0.9990459,0.00032681716,0.000057697976,0.00021891831,0.00014314962,0.000007925382,0.00012812763,0.00003173073,0.000039744395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997292,0.00014658894,0.0010444415,0.00037231436,0.0006899796,0.00045467055],"domain_scores_gemma":[0.9984972,0.00028181318,0.0005873329,0.00024505163,0.00013420945,0.00025440365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009242574,0.00030768578,0.00095077977,0.0019578729,0.00008341483,0.0000777926,0.00014639783,0.000074373806,0.000104414416],"category_scores_gemma":[0.000010630031,0.00020010206,0.00022042381,0.0029681379,0.00007060397,0.00072709634,0.000029498206,0.00083175895,0.0000025546092],"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":[0.0016198285,0.00029057136,0.99248356,0.0000904898,0.0035727355,0.0006922361,0.0008329931,0.00019000961,0.000009279252,0.000011392038,0.000024444236,0.00018243544],"study_design_scores_gemma":[0.0033664764,0.00016329803,0.98986727,0.00145464,0.004106312,0.00008093211,0.00007858846,0.0005554979,0.000049877806,0.000049078884,0.000003064565,0.00022495816],"about_ca_topic_score_codex":0.0022396394,"about_ca_topic_score_gemma":0.0039402903,"teacher_disagreement_score":0.0026163093,"about_ca_system_score_codex":0.00012863398,"about_ca_system_score_gemma":0.0003125954,"threshold_uncertainty_score":0.81599253},"labels":[],"label_agreement":null},{"id":"W2981786000","doi":"10.1007/s00268-019-05239-w","title":"Waiting Too Long: The Contribution of Delayed Surgical Access to Pediatric Disease Burden in Somaliland","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":31,"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","funders":"Duke Global Health Institute, Duke University; Baylor University","keywords":"Medicine; Psychological intervention; Proxy (statistics); Burden of disease; Pediatrics; Disease burden; Disease; Emergency medicine; Surgery; Environmental health; Internal medicine; Nursing","score_opus":0.026098427367070787,"score_gpt":0.3134500078668729,"score_spread":0.2873515804998021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981786000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98905325,0.0028294586,0.000010016585,0.0068644355,0.0007149036,0.00025776902,0.000006716593,0.000006068077,0.0002573628],"genre_scores_gemma":[0.99792033,0.00040695586,0.0000057762713,0.0006969871,0.00075755647,0.0000027219926,0.000007699879,0.000010409301,0.00019153018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776566,0.00012479768,0.0010314708,0.00012496221,0.0005335523,0.00041957328],"domain_scores_gemma":[0.9969628,0.0015336804,0.0004698938,0.0001734765,0.0003528006,0.0005073501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023459904,0.00012086541,0.0006333474,0.000589762,0.000039134084,0.00002290325,0.00012549489,0.00004485747,0.00014076405],"category_scores_gemma":[0.00069507095,0.00007891447,0.00027968996,0.0008837426,0.000023558368,0.00017154371,0.000047505448,0.00031669336,0.000015267738],"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":[0.0027986313,0.000087767585,0.9880669,0.00010801515,0.000021917773,0.000955127,0.000027196793,0.00014475062,0.000016665677,0.00007729578,0.00605766,0.0016380658],"study_design_scores_gemma":[0.001124814,0.00005220134,0.9915192,0.0003858497,0.00008568709,0.00018732956,0.000034614302,0.00013277178,0.000039050083,0.00006867133,0.0062704934,0.00009931918],"about_ca_topic_score_codex":0.00006646606,"about_ca_topic_score_gemma":0.000025071638,"teacher_disagreement_score":0.008867093,"about_ca_system_score_codex":0.00009943503,"about_ca_system_score_gemma":0.00062553416,"threshold_uncertainty_score":0.32180387},"labels":[],"label_agreement":null},{"id":"W2983749431","doi":"10.1007/s00268-019-05277-4","title":"The Impact of Implementing a Comprehensive Surgical Program on the Surgical Cohort at a Remote Referral Hospital in Southeastern Liberia","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Referral; Cohort; Abdominal surgery; Vascular surgery; Public health; Cardiothoracic surgery; Emergency medicine; General surgery; Surgery; Cardiac surgery; Internal medicine; Family medicine; Nursing","score_opus":0.0375459972963228,"score_gpt":0.34624520415890153,"score_spread":0.30869920686257873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983749431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227583,0.000984439,1.4762504e-7,0.0026485613,0.00055831124,0.0006907298,0.000009064267,0.000013805022,0.0028190978],"genre_scores_gemma":[0.9985527,0.00031018592,0.000018599914,0.000108587905,0.00030448122,0.000004673493,0.0000072191224,0.000025837531,0.0006677428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624956,0.00040459537,0.0014757395,0.00020520197,0.0007849064,0.0008800183],"domain_scores_gemma":[0.9947383,0.0033478655,0.0008743011,0.00036987543,0.00032640772,0.0003432747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033458387,0.0002493823,0.0010366561,0.00029775774,0.0001303556,0.000035839217,0.00016359195,0.00008092356,0.00027801926],"category_scores_gemma":[0.00018121503,0.00012104093,0.0009717107,0.00058698375,0.00014478643,0.000076622106,0.000097701086,0.0007198966,0.000032247917],"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":[0.0046257866,0.00035349652,0.97295994,0.00005738985,0.00021294359,0.0010942315,0.00014553519,0.000010742399,0.000030061046,0.000056697067,0.004740299,0.015712885],"study_design_scores_gemma":[0.0018038515,0.0007142106,0.94637215,0.0009494482,0.000045248376,0.0013207733,0.00031193622,0.00022800273,0.00003298388,0.00006000932,0.047995184,0.00016617321],"about_ca_topic_score_codex":0.0001983168,"about_ca_topic_score_gemma":0.000041409745,"teacher_disagreement_score":0.043254886,"about_ca_system_score_codex":0.00020510898,"about_ca_system_score_gemma":0.00040965504,"threshold_uncertainty_score":0.4935906},"labels":[],"label_agreement":null},{"id":"W2993029486","doi":"10.1007/s00268-019-05309-z","title":"Restaging Patients with Rectal Cancer Following Neoadjuvant Chemoradiation: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","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; Colorectal cancer; Neoadjuvant therapy; Vascular surgery; Stage (stratigraphy); Chemoradiotherapy; Chemotherapy; Internal medicine; Oncology; Cancer; Cardiac surgery","score_opus":0.06905019860191064,"score_gpt":0.34910895580592116,"score_spread":0.2800587572040105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993029486","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015944445,0.9953868,8.282418e-7,0.00013670382,0.0014780005,0.0022472301,0.000013549052,0.000020441537,0.000557013],"genre_scores_gemma":[0.00025848678,0.9977555,0.000056761255,0.0002767207,0.00031394194,0.00015203186,0.000047535166,0.00010859485,0.0010304159],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953526,0.0003340359,0.0023587758,0.00034264004,0.0012184227,0.0003935],"domain_scores_gemma":[0.99417603,0.0012812442,0.0033795626,0.0004702729,0.00038882182,0.0003040726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011154041,0.0005799467,0.008462307,0.0007704219,0.000056015568,0.000040609382,0.00017967999,0.000109345514,0.00021499918],"category_scores_gemma":[0.00052187766,0.00033855948,0.0024627945,0.0014072378,0.000027588261,0.00021321332,0.00004492226,0.0007282567,0.00003897279],"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":[0.0000964391,0.00013055895,0.0036389225,0.8325597,0.0023604203,0.0009570083,0.000012091715,3.5548587e-7,9.635749e-9,9.318914e-7,0.0012154989,0.15902807],"study_design_scores_gemma":[0.00061064766,0.000088562105,0.00022840548,0.81640285,0.017039876,0.00029649516,0.000002198101,2.9039526e-7,1.2491793e-7,7.4824857e-7,0.16505915,0.00027064476],"about_ca_topic_score_codex":0.000011166033,"about_ca_topic_score_gemma":0.0000057818756,"teacher_disagreement_score":0.16384365,"about_ca_system_score_codex":0.0013547633,"about_ca_system_score_gemma":0.001685316,"threshold_uncertainty_score":0.99990666},"labels":[],"label_agreement":null},{"id":"W2995252593","doi":"10.1007/s00268-019-05329-9","title":"The Scale‐Up of the Global Surgical Workforce: Can Estimates be Achieved by 2030?","year":2019,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Workforce; Scale (ratio); Population; Medicine; Developing country; Demography; Economic growth; Environmental health; Geography; Economics; Sociology","score_opus":0.02110954421394245,"score_gpt":0.29568453514974025,"score_spread":0.2745749909357978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995252593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96546626,0.0064522726,0.0000027755036,0.019019393,0.003111976,0.00019096331,0.000032285294,0.000012333445,0.005711718],"genre_scores_gemma":[0.9942657,0.0008037697,0.00003426937,0.0013942791,0.00024628942,0.0000016919764,0.0000050861427,0.000015761783,0.0032331555],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716026,0.00016606695,0.0010843799,0.00014408297,0.00083965895,0.0006055537],"domain_scores_gemma":[0.99638337,0.0018160109,0.00070884725,0.00038441175,0.00028625235,0.00042111406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020205362,0.00019542829,0.0007789955,0.00008576552,0.00016872183,0.00002863961,0.00024120006,0.00008815359,0.00012740633],"category_scores_gemma":[0.00035349285,0.000099070756,0.00062651635,0.00074017583,0.00022405852,0.00007681786,0.000060384507,0.0004936854,0.000010704489],"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":[0.00109045,0.000088566725,0.81986845,0.00006565395,0.00007082153,0.000046150748,0.00002447425,0.000009047982,0.0000756733,0.0002379072,0.16971871,0.008704111],"study_design_scores_gemma":[0.0017774589,0.000114544586,0.42274752,0.0014594726,0.00017284752,0.0016546728,0.00025126015,0.00006310506,0.00075745257,0.0004856712,0.57027423,0.00024178343],"about_ca_topic_score_codex":0.0000829004,"about_ca_topic_score_gemma":0.000064102474,"teacher_disagreement_score":0.4005555,"about_ca_system_score_codex":0.00018545378,"about_ca_system_score_gemma":0.00071971974,"threshold_uncertainty_score":0.40399882},"labels":[],"label_agreement":null},{"id":"W2996949655","doi":"10.1007/s00268-019-05357-5","title":"Meta‐analysis of Enhanced Recovery After Surgery (ERAS) Protocols in Emergency Abdominal Surgery","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":114,"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; Odds ratio; Abdominal surgery; Vascular surgery; Cardiothoracic surgery; Cardiac surgery; Internal medicine; Ileus; Meta-analysis; Surgery; Odds; Logistic regression","score_opus":0.14908926779572979,"score_gpt":0.3704700735444764,"score_spread":0.22138080574874663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996949655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072516326,0.99126506,0.00021317854,0.00023945268,0.0023789445,0.004748328,0.00017440153,0.000044310662,0.00021114161],"genre_scores_gemma":[0.00089089404,0.9920348,0.00034165222,0.00020450231,0.001047879,0.0040957713,0.00012702408,0.00028287413,0.00097459287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98064,0.0020832745,0.012728609,0.0012028309,0.0020701422,0.001275138],"domain_scores_gemma":[0.97026277,0.016027894,0.010575441,0.0013726199,0.00092396716,0.00083729846],"candidate_categories":["metaepi_narrow","metaepi_broad","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.009011874,0.0017018389,0.032820016,0.01765855,0.000059903177,0.00006681587,0.0005004045,0.0007180906,0.0050045624],"category_scores_gemma":[0.002600401,0.0013580999,0.03731611,0.013777279,0.00019376865,0.0008437545,0.00019506949,0.0024919326,0.000058114423],"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":[0.0043285186,0.0012320279,0.008853685,0.05112485,0.30823517,0.008062534,0.000078114615,0.000025706006,0.000033570403,0.0000013985031,0.015294854,0.60272956],"study_design_scores_gemma":[0.000281664,0.00009891078,0.0023963314,0.042201914,0.37964126,0.00056296727,0.000017648561,0.0000033125525,0.00020754086,0.00003460918,0.5729288,0.0016250567],"about_ca_topic_score_codex":0.000027356098,"about_ca_topic_score_gemma":0.00010331048,"teacher_disagreement_score":0.6011045,"about_ca_system_score_codex":0.00057705835,"about_ca_system_score_gemma":0.0048023155,"threshold_uncertainty_score":0.9998094},"labels":[],"label_agreement":null},{"id":"W2997244748","doi":"10.1007/s00268-019-05353-9","title":"A Real‐World, Population‐Based Analysis of the Outcomes of Colorectal Cancer Patients with Isolated Synchronous Liver or Lung Metastases Treated with Metastasectomy","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":20,"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":"Metastasectomy; Medicine; Hazard ratio; Colorectal cancer; Proportional hazards model; Lung; Internal medicine; Metastasis; Surgery; Hepatectomy; Oncology; Cancer; Gastroenterology; Resection; Confidence interval","score_opus":0.05281184080492602,"score_gpt":0.2585059475308516,"score_spread":0.20569410672592559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997244748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99849045,0.00047643174,0.00003356295,0.0003581223,0.000032564345,0.00037715555,0.00019678818,0.00001209993,0.000022825836],"genre_scores_gemma":[0.9991638,0.000045800356,0.0004337482,0.00011961591,0.000019367955,0.0000113585575,0.00011877959,0.000028557852,0.000058954043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979687,0.00021630844,0.00081448973,0.00017554405,0.00062437076,0.00020061749],"domain_scores_gemma":[0.99735695,0.0005527157,0.0012074189,0.0001727801,0.0005289359,0.00018121414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022380866,0.00024642295,0.0014597893,0.0009491542,0.000058462225,0.000011904252,0.00009430926,0.000030878888,0.0006843071],"category_scores_gemma":[0.00007156308,0.00011542944,0.00064577727,0.0038458302,0.00007847805,0.00012307744,0.000017241753,0.00016058663,3.5493233e-7],"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":[0.006178152,0.00050547946,0.9779087,0.000109354936,0.013858004,0.00018745137,0.00011392745,0.00029600092,0.00010233816,0.000001313419,0.00018563228,0.00055368454],"study_design_scores_gemma":[0.0022470227,0.0004759421,0.96997344,0.00026046348,0.021189997,0.000003805533,0.000020051266,0.0026712052,0.0029957115,1.3750027e-7,0.000035780602,0.00012643845],"about_ca_topic_score_codex":0.0013927409,"about_ca_topic_score_gemma":0.0017981856,"teacher_disagreement_score":0.0079352185,"about_ca_system_score_codex":0.00013194696,"about_ca_system_score_gemma":0.00039747296,"threshold_uncertainty_score":0.7492683},"labels":[],"label_agreement":null},{"id":"W2999269567","doi":"10.1007/s00268-019-05363-7","title":"Surgical Task‐Sharing to Non‐specialist Physicians in Low‐Resource Settings Globally: A Systematic Review of the Literature","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Vascular surgery; Cardiothoracic surgery; Medicine; Abdominal surgery; Cardiac surgery; Task (project management); Systematic review; MEDLINE; General surgery; Intensive care medicine; Surgery; Engineering; Political science","score_opus":0.022951537034464706,"score_gpt":0.3180257090840062,"score_spread":0.29507417204954145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999269567","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030721025,0.99216294,8.995973e-7,0.004162949,0.0008321572,0.0016978105,0.00007174733,0.000011470357,0.0010293215],"genre_scores_gemma":[0.00008093023,0.9904852,0.00002214388,0.007557959,0.001235318,0.00003030786,0.000029597568,0.000061928586,0.0004966342],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99216205,0.0007064715,0.0047311527,0.0003973779,0.001333261,0.0006697135],"domain_scores_gemma":[0.99321127,0.0014714595,0.003638907,0.00068796857,0.00041012102,0.0005802632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004406479,0.00058928295,0.009454433,0.0007388235,0.00006497797,0.000059549715,0.00064817467,0.00021644672,0.00003560707],"category_scores_gemma":[0.0022750536,0.00035323278,0.0034003905,0.004598857,0.000059906008,0.00009302443,0.00020697906,0.0016980862,0.00002329892],"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":[0.000063513435,0.0001073787,0.0001090325,0.90705174,0.00018544539,0.002658497,0.000087928776,3.9738356e-7,1.1167876e-7,0.000023309813,0.05909806,0.030614564],"study_design_scores_gemma":[0.00008951722,0.000013102144,0.000019508489,0.52733105,0.00074568833,0.0010842569,0.00001103978,3.9564767e-7,1.5024582e-7,0.0000021939063,0.47057155,0.00013158204],"about_ca_topic_score_codex":0.0000075769,"about_ca_topic_score_gemma":0.0000065134545,"teacher_disagreement_score":0.41147348,"about_ca_system_score_codex":0.0005335901,"about_ca_system_score_gemma":0.001375746,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W3000730652","doi":"10.1007/s00268-019-05366-4","title":"Risk Factors for Prolonged Postoperative Ileus in Colorectal Surgery: A Systematic Review and Meta‐analysis","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":66,"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":"Universidad Industrial de Santander","keywords":"Medicine; Abdominal surgery; Vascular surgery; Colorectal surgery; Cardiac surgery; Perioperative; Laparotomy; Cardiothoracic surgery; Meta-analysis; Surgery; General surgery; Internal medicine","score_opus":0.07855684215961548,"score_gpt":0.33315620879101837,"score_spread":0.2545993666314029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000730652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027010406,0.9951046,0.000035814726,0.00044478153,0.0003344287,0.0035325543,0.00024355484,0.000022222219,0.000011957921],"genre_scores_gemma":[0.0005467874,0.997896,0.00015127716,0.00036887167,0.00011216156,0.0005141353,0.00009527262,0.000106493266,0.00020900206],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9916504,0.0019993775,0.0046640444,0.00057656894,0.00060101424,0.0005085785],"domain_scores_gemma":[0.97352314,0.019866765,0.0053240005,0.00038011358,0.00046409716,0.00044190802],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0056418176,0.0009050397,0.030375192,0.003517879,0.00007690093,0.00006617324,0.00018387203,0.00025301406,0.0001190691],"category_scores_gemma":[0.0071534812,0.0005581566,0.011626863,0.0037447608,0.00009095811,0.00027522468,0.00006366013,0.001302976,0.000005402279],"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":[0.0001289696,0.00012476374,0.0010305429,0.7746964,0.2182412,0.00071086315,0.00008755927,8.8914686e-7,2.2595609e-7,9.931248e-7,0.0019886012,0.0029889622],"study_design_scores_gemma":[0.00011291306,0.0000670497,0.00009625441,0.16776392,0.80280954,0.00050862844,0.000020956644,0.000002088407,0.0000037292136,0.0000027575447,0.028150419,0.0004617579],"about_ca_topic_score_codex":0.000013386771,"about_ca_topic_score_gemma":0.00005636319,"teacher_disagreement_score":0.6069325,"about_ca_system_score_codex":0.0003101968,"about_ca_system_score_gemma":0.0012744275,"threshold_uncertainty_score":0.999687},"labels":[],"label_agreement":null},{"id":"W3005425417","doi":"10.1007/s00268-020-05414-4","title":"Barriers to Surgical Care Among Children in Somaliland: An Application of the Three Delays Framework","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":39,"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","funders":"Duke Global Health Institute, Duke University; Baylor University","keywords":"Cardiac surgery; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Medicine; General surgery; Surgery","score_opus":0.016355737820339545,"score_gpt":0.2778173583367615,"score_spread":0.26146162051642197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005425417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923815,0.00090760936,0.00013072455,0.005806832,0.00023508289,0.00024354128,0.0000087913195,0.000008792452,0.0002770832],"genre_scores_gemma":[0.9966255,0.000043429034,0.00017917009,0.0026827955,0.00044133133,0.0000041866047,0.000004559863,0.000014396142,0.0000046424943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982655,0.00010336083,0.0007623084,0.00014526567,0.00043507418,0.0002885067],"domain_scores_gemma":[0.99804133,0.0003070097,0.00032024155,0.00021695772,0.00016614588,0.0009483368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513637,0.00011755309,0.0005470201,0.00021845926,0.000053676074,0.000008354394,0.00014451178,0.00008659597,0.00006304037],"category_scores_gemma":[0.00051062024,0.00008074364,0.00025994141,0.00088803034,0.000056279016,0.00008667873,0.00003322032,0.0004982605,0.000003320462],"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":[0.0005658536,0.000029335484,0.9908443,0.000054144653,0.00001996025,0.00007649224,0.0004098035,0.00010413262,0.000021126905,0.00015591503,0.0012722554,0.0064466917],"study_design_scores_gemma":[0.0003273076,0.000060434777,0.9956526,0.00036178337,0.000032066113,0.000078729136,0.0002759682,0.000042792515,0.000114960254,0.000114558774,0.0028577864,0.00008101612],"about_ca_topic_score_codex":0.00010814074,"about_ca_topic_score_gemma":0.00022619711,"teacher_disagreement_score":0.0063656755,"about_ca_system_score_codex":0.00007122793,"about_ca_system_score_gemma":0.00042835422,"threshold_uncertainty_score":0.329263},"labels":[],"label_agreement":null},{"id":"W3006854766","doi":"10.1007/s00268-020-05431-3","title":"Short‐ and Long‐Term Outcomes of Right‐Sided Diverticulitis: Over 15 Years of North American Experience","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":17,"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; Toronto General Hospital; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Diverticulitis; Retrospective cohort study; Cohort; Surgery; General surgery; Abdominal surgery; Cardiothoracic surgery; Radiology; Internal medicine","score_opus":0.040904007132462665,"score_gpt":0.28895722342935054,"score_spread":0.24805321629688787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006854766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984708,0.00065006554,0.000051966323,0.0006683018,0.000046884834,0.000058684454,0.000009839152,0.000005530753,0.0000379492],"genre_scores_gemma":[0.99892646,0.00019270538,0.00007960708,0.0007265627,0.000042341704,0.0000017023503,0.0000030144686,0.0000074212044,0.000020186106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989755,0.000026664438,0.00047431927,0.000096952805,0.00031532653,0.00011124444],"domain_scores_gemma":[0.9990412,0.000171281,0.00025776186,0.00013800409,0.00014035591,0.00025140715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006104292,0.000079830104,0.00049659854,0.0001395752,0.000018706827,0.000007362323,0.000076320015,0.00000837294,0.00010469094],"category_scores_gemma":[0.00014521084,0.000065050706,0.00021368824,0.00034627118,0.00018610377,0.00010458559,0.000042831816,0.00008400733,0.0000017671347],"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":[0.00010998067,0.0001261407,0.98672277,0.000036255522,0.00017156985,0.0001656712,0.00027901056,0.000001841546,0.00035583807,0.000011776918,0.0006410628,0.011378057],"study_design_scores_gemma":[0.00021785719,0.000045423432,0.99852425,0.000113984104,0.00018152318,0.000018487297,0.00006285176,0.0000063817406,0.0005541305,0.0000049595346,0.00020856725,0.00006160952],"about_ca_topic_score_codex":0.000012299588,"about_ca_topic_score_gemma":0.000016056942,"teacher_disagreement_score":0.01180143,"about_ca_system_score_codex":0.000011772865,"about_ca_system_score_gemma":0.00006375192,"threshold_uncertainty_score":0.26526907},"labels":[],"label_agreement":null},{"id":"W3007967477","doi":"10.1007/s00268-020-05408-2","title":"Adrenalectomy for Primary Aldosteronism: Significant Variability in Work‐Up Strategies and Low Guideline Adherence in Worldwide Daily Clinical Practice","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":9,"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; Primary aldosteronism; Guideline; Work-up; Adrenalectomy; Clinical Practice; Magnetic resonance imaging; Aldosterone; Radiology; Surgery; Physical therapy; Internal medicine; Pathology","score_opus":0.09360050536882823,"score_gpt":0.3531838289732222,"score_spread":0.25958332360439396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007967477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9383073,0.0024676681,0.002764348,0.054787297,0.0004684503,0.00054262945,0.0000038942585,0.00001829683,0.000640126],"genre_scores_gemma":[0.9862003,0.00041121914,0.00751795,0.005385757,0.00034869846,0.000005135043,0.000008869696,0.00001726825,0.000104806844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968559,0.0003653153,0.0019119241,0.00025372687,0.00037568423,0.0002374418],"domain_scores_gemma":[0.99364495,0.004874184,0.00058725884,0.00013385597,0.00046610527,0.00029362863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055356766,0.00015577453,0.0008745423,0.0003010304,0.000026563524,0.000050883464,0.000072516625,0.00007998515,0.00006236562],"category_scores_gemma":[0.005312033,0.00012471555,0.00017939883,0.0006046813,0.000097396725,0.000488102,0.0000351932,0.00057730166,0.0000024823685],"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":[0.02504955,0.0011357038,0.52104944,0.00044199996,0.0001881283,0.0022350808,0.00057988963,0.00020037795,0.005412874,0.0002377082,0.037915513,0.4055537],"study_design_scores_gemma":[0.0046920353,0.0004059851,0.92537457,0.0012122995,0.00015838115,0.0002494495,0.000640354,0.001220676,0.00012985688,0.00039222106,0.06526099,0.00026317025],"about_ca_topic_score_codex":0.000014361948,"about_ca_topic_score_gemma":0.000027114289,"teacher_disagreement_score":0.40529054,"about_ca_system_score_codex":0.00008235668,"about_ca_system_score_gemma":0.0010897558,"threshold_uncertainty_score":0.63593835},"labels":[],"label_agreement":null},{"id":"W30105638","doi":"10.1007/s00268-018-4762-z","title":"Epistemological style and its relationship to creativity and depression.","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Educational Strategies and Epistemologies","field":"Psychology","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":"University of Windsor","funders":"","keywords":"Style (visual arts); Creativity; Psychology; Depression (economics); Epistemology; Social psychology; Psychoanalysis; Philosophy; Art; Literature","score_opus":0.12669221773831332,"score_gpt":0.35538729908301925,"score_spread":0.22869508134470592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30105638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97546715,0.006195009,0.00004942414,0.0017603025,0.00065173686,0.000050564202,0.00000203401,0.0000074244635,0.015816381],"genre_scores_gemma":[0.99557215,0.00008422237,0.00037341224,0.00021878154,0.00011470808,0.000004407203,4.3467924e-7,0.0000058867704,0.0036260171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989803,0.00028567266,0.00033642008,0.00012880626,0.000109989174,0.0001588173],"domain_scores_gemma":[0.99688244,0.0025978293,0.00019045925,0.000081919185,0.00009634954,0.00015101404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010164012,0.000087147055,0.00024267426,0.00018562605,0.00011383459,0.000033406075,0.000046434707,0.000053685453,0.0004077179],"category_scores_gemma":[0.0011524077,0.0000653767,0.000053183394,0.00017987574,0.000050634677,0.00010746103,0.000017162138,0.0001877928,0.000014635189],"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":[0.000064766224,0.00006366855,0.9600371,0.000010930443,0.000025056528,0.00005449382,0.0002466956,0.0000045871293,0.000033335687,0.023659203,0.014889228,0.00091090816],"study_design_scores_gemma":[0.00010594183,0.000025855048,0.9845565,0.000045978162,0.000012649457,0.0004650136,0.0006733906,3.7307666e-7,0.00002822296,0.0034950157,0.010511537,0.00007952231],"about_ca_topic_score_codex":0.000009145925,"about_ca_topic_score_gemma":0.0000069350267,"teacher_disagreement_score":0.024519373,"about_ca_system_score_codex":0.000018864217,"about_ca_system_score_gemma":0.00004681093,"threshold_uncertainty_score":0.4464225},"labels":[],"label_agreement":null},{"id":"W3016474448","doi":"10.1007/s00268-020-05518-x","title":"Global Survey of Perceptions of the Surgical Safety Checklist Among Medical Students, Trainees, and Early Career Providers","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","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":"University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Respondent; Checklist; Cardiothoracic surgery; Perioperative; Family medicine; Odds ratio; Vascular surgery; Cross-sectional study; Logistic regression; Thematic analysis; Patient safety; Cardiac surgery; Health care; Surgery; Internal medicine; Psychology; Qualitative research; Pathology","score_opus":0.08373145408242741,"score_gpt":0.3775963722866568,"score_spread":0.29386491820422944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016474448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98732966,0.00033102874,0.0001520093,0.010810644,0.0005720157,0.00022564727,0.0000834878,0.0000072180633,0.0004882921],"genre_scores_gemma":[0.9988607,0.00026214315,0.000018750869,0.000506855,0.00015759139,0.0000033825654,0.0000077909845,0.000008949078,0.00017381841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955291,0.0011983628,0.0015180077,0.00012456451,0.0013887002,0.00024123264],"domain_scores_gemma":[0.99612486,0.0016001287,0.0012352879,0.00014901216,0.000432748,0.00045797555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004126359,0.00011534423,0.0005790436,0.00009397921,0.00018755534,0.0000019783406,0.00037317752,0.0001275509,0.00047201512],"category_scores_gemma":[0.0028823502,0.00007643337,0.0002091771,0.0006928096,0.00043325053,0.00013710298,0.00013959159,0.00063303055,0.0000020431628],"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":[0.0002706946,0.000089491405,0.9876904,0.00011411497,0.00007213302,0.000011085837,0.0020154836,0.000012544648,0.0000039473775,0.000050497474,0.008994306,0.00067533326],"study_design_scores_gemma":[0.000764073,0.000030048968,0.99055105,0.0005445197,0.00004324728,0.0000075278776,0.0013200175,0.000012204554,0.0000013950582,0.000009269091,0.00665285,0.00006380222],"about_ca_topic_score_codex":0.0005773853,"about_ca_topic_score_gemma":0.0010162289,"teacher_disagreement_score":0.0115310615,"about_ca_system_score_codex":0.0000730462,"about_ca_system_score_gemma":0.0010507829,"threshold_uncertainty_score":0.5168235},"labels":[],"label_agreement":null},{"id":"W3016960368","doi":"10.1007/s00268-020-05512-3","title":"Comparison of the Pediatric Resuscitation and Trauma Outcome (PRESTO) Model and Pediatric Trauma Scoring Systems in a Middle‐Income Country","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","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":"BC Children's Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Receiver operating characteristic; Revised Trauma Score; Resuscitation; Pediatric trauma; Injury Severity Score; Trauma center; Emergency medicine; Internal medicine; Retrospective cohort study; Poison control; Injury prevention","score_opus":0.12977599888723115,"score_gpt":0.32327134067728514,"score_spread":0.19349534179005398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016960368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729126,0.025265938,0.000022761667,0.000755385,0.0006636441,0.00015124868,0.0000069343746,0.00000842309,0.00021303497],"genre_scores_gemma":[0.9978952,0.0013885429,0.00010130466,0.000057405934,0.0005108118,0.0000027945596,6.0157583e-7,0.00001631604,0.000027019092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978696,0.000082626124,0.0012357744,0.00015344872,0.0004578619,0.00020067624],"domain_scores_gemma":[0.99861455,0.00040025281,0.000584768,0.000102809565,0.0001513555,0.00014623598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065147574,0.00015661799,0.00081748277,0.00047558383,0.00007282344,0.000016344877,0.000065089545,0.00005029312,0.000003080446],"category_scores_gemma":[0.00023348178,0.00011112825,0.00014474946,0.0008226056,0.000054597076,0.00015206986,0.00003731032,0.00038418372,3.459704e-7],"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":[0.00023118661,0.00005727973,0.9939268,0.0013508153,0.00003609512,0.000027726055,0.0019866736,0.0010816802,0.00005810737,0.000040873278,0.00050236477,0.000700373],"study_design_scores_gemma":[0.00081140787,0.000059039976,0.9956465,0.0002865038,0.00027377004,0.000043107382,0.0011512015,0.0015181154,0.000012676311,0.000022384413,0.00006966573,0.00010563446],"about_ca_topic_score_codex":0.000049302245,"about_ca_topic_score_gemma":0.00005573205,"teacher_disagreement_score":0.024982573,"about_ca_system_score_codex":0.0000427671,"about_ca_system_score_gemma":0.00008620461,"threshold_uncertainty_score":0.45316786},"labels":[],"label_agreement":null},{"id":"W3018676519","doi":"10.1007/s00268-020-05550-x","title":"Correction to: Global Survey of Perceptions of the Surgical Safety Checklist Among Medical Students, Trainees, and Early Career Providers","year":2020,"lang":"en","type":"erratum","venue":"World Journal of Surgery","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","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":"University of Manitoba","funders":"","keywords":"Checklist; Vascular surgery; Cardiothoracic surgery; Perception; Abdominal surgery; Medical education; Medicine; Cardiac surgery; Psychology; Surgery","score_opus":0.05755751133867152,"score_gpt":0.39195748430135663,"score_spread":0.3343999729626851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018676519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7990545,0.003191275,0.000075888915,0.052852586,0.13097009,0.0017743811,0.0004520174,0.000042694886,0.011586533],"genre_scores_gemma":[0.95663434,0.0019739156,0.000025072839,0.0008912859,0.003650372,0.000016467266,0.00006664734,0.00004816134,0.036693726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9897999,0.003633109,0.0028107075,0.00030239532,0.003016464,0.00043741096],"domain_scores_gemma":[0.9871325,0.008252192,0.0023201902,0.00035328185,0.0011135305,0.00082834373],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010697743,0.00030232352,0.0017000308,0.0002374505,0.00026867134,0.000025223895,0.000698445,0.00058618654,0.0016080862],"category_scores_gemma":[0.026759233,0.00020201271,0.00048713418,0.0010945142,0.000540773,0.00018884447,0.00036343656,0.0043921163,0.0000068796344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002865667,0.00010368188,0.49922967,0.00035278936,0.00011010534,0.000027187918,0.000787998,6.548681e-7,3.6230685e-7,0.000005873375,0.49825767,0.00083743746],"study_design_scores_gemma":[0.00033223114,0.00006919255,0.75416493,0.0035947433,0.00015090284,0.000019039306,0.0016599117,0.0000058673477,2.0158714e-7,0.000007706303,0.23987195,0.00012332754],"about_ca_topic_score_codex":0.007891219,"about_ca_topic_score_gemma":0.01203829,"teacher_disagreement_score":0.25838572,"about_ca_system_score_codex":0.0002723117,"about_ca_system_score_gemma":0.0035590834,"threshold_uncertainty_score":0.9993046},"labels":[],"label_agreement":null},{"id":"W3022633792","doi":"10.1007/s00268-020-05530-1","title":"Consensus Guidelines for Perioperative Care in Neonatal Intestinal Surgery: Enhanced Recovery After Surgery (ERAS <sup>®</sup> ) Society Recommendations","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; BC Children's Hospital; SickKids Foundation; University of Toronto; McMaster University; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Guideline; Pediatric surgery; Vascular surgery; Perioperative; Cardiothoracic surgery; Multidisciplinary approach; Intensive care medicine; Evidence-based medicine; MEDLINE; Quality management; Cardiac surgery; Surgery; Alternative medicine; Pathology; Operations management","score_opus":0.07393007061437207,"score_gpt":0.32182483911754517,"score_spread":0.2478947685031731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022633792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443726,0.009809695,0.0041283513,0.038140256,0.0023906694,0.000698502,0.00021794194,0.00009709772,0.00014491178],"genre_scores_gemma":[0.96992105,0.002647232,0.0127126975,0.011034748,0.0025701616,0.00014870001,0.00022779449,0.0001576109,0.00058000785],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941898,0.00036970834,0.0033051996,0.00064247136,0.00065978506,0.0008330299],"domain_scores_gemma":[0.98324335,0.011926358,0.0011658336,0.00035362382,0.0027253637,0.000585474],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024993606,0.0006088634,0.002383881,0.0010551093,0.00016520836,0.00010808872,0.00015986513,0.00020793929,0.0005361472],"category_scores_gemma":[0.008981057,0.0005602982,0.0024792477,0.0015121597,0.00020469457,0.0005991061,0.00009288884,0.0010062793,0.000020965157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018784525,0.00035228027,0.23429143,0.0016500587,0.000984611,0.0020610383,0.007588403,0.0019673333,0.0043242015,0.000006677566,0.5855169,0.14247249],"study_design_scores_gemma":[0.011206294,0.0018074212,0.07440863,0.041723695,0.0020590788,0.0062536835,0.05079672,0.004656778,0.09456776,0.00026537405,0.7051284,0.007126188],"about_ca_topic_score_codex":0.000020542022,"about_ca_topic_score_gemma":0.00006331488,"teacher_disagreement_score":0.15988281,"about_ca_system_score_codex":0.000468622,"about_ca_system_score_gemma":0.002555432,"threshold_uncertainty_score":0.9996849},"labels":[],"label_agreement":null},{"id":"W3027249215","doi":"10.1007/s00268-020-05553-8","title":"Identifying New Frontiers for Social Media Engagement in Global Surgery: An Observational Study","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":17,"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":"Observational study; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Medicine; Social media; General surgery; Surgery; Political science; Internal medicine; Law","score_opus":0.6673793355520187,"score_gpt":0.4806877490390643,"score_spread":0.18669158651295437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027249215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94334155,0.00046477656,0.00043642943,0.03514026,0.019881666,0.0006471066,0.0000075364856,0.000024395118,0.000056267225],"genre_scores_gemma":[0.98744106,0.0000845274,0.0016488176,0.00066751655,0.010069421,0.000054041826,0.000009790254,0.000014618266,0.000010232025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665266,0.0008872008,0.0009780918,0.00017697009,0.00091437297,0.0003906724],"domain_scores_gemma":[0.9902074,0.008241865,0.000731694,0.000057715904,0.0003028432,0.00045853094],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0065173395,0.00011244328,0.0005057537,0.00027598138,0.00042700663,0.00010331727,0.00022792742,0.00006302406,0.000105814885],"category_scores_gemma":[0.015770702,0.000127103,0.00021015281,0.0013799978,0.00007357756,0.0006919793,0.00001924282,0.0002580673,0.0000027495414],"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":[0.000114753355,0.00015934942,0.82252365,0.000016906288,0.00002926081,0.00000990556,0.066004306,0.000004352474,0.0000016781433,0.00042999664,0.07243444,0.03827137],"study_design_scores_gemma":[0.00032453256,0.00001735289,0.91601163,0.000040681076,0.00003444679,2.9635558e-7,0.045379106,0.000006358714,0.0000017186026,0.0022461223,0.035804816,0.00013292598],"about_ca_topic_score_codex":0.00082907575,"about_ca_topic_score_gemma":0.0051104045,"teacher_disagreement_score":0.09348796,"about_ca_system_score_codex":0.0006464284,"about_ca_system_score_gemma":0.0034470311,"threshold_uncertainty_score":0.99251986},"labels":[],"label_agreement":null},{"id":"W3027901011","doi":"10.1007/s00268-020-05583-2","title":"The IAES‐Supported Malaysian Breast and Endocrine Surgery Course: 7 Years of Successful Collaborative Teaching","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Advances in Oncology and Radiotherapy","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":"University Health Network","funders":"","keywords":"Abdominal surgery; Vascular surgery; Cardiac surgery; Medicine; Cardiothoracic surgery; Course (navigation); Endocrine surgery; General surgery; Endocrine system; Breast surgery; Surgery; Internal medicine; Hormone; Breast cancer; Engineering","score_opus":0.01683368995723966,"score_gpt":0.32460803243004316,"score_spread":0.3077743424728035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027901011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453036,0.012419694,0.00018797898,0.039987173,0.0010661292,0.00015464348,0.000020195983,0.000018071252,0.0008425179],"genre_scores_gemma":[0.9939654,0.0032721784,0.0004919611,0.0010727189,0.00085611595,0.0000015618225,0.0000029099353,0.000021171272,0.00031600727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984693,0.00020251816,0.00070151535,0.00012021584,0.00028387416,0.00022255439],"domain_scores_gemma":[0.99566966,0.003039796,0.0007455973,0.000121354184,0.00021498134,0.00020863047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010419138,0.00012744882,0.0007197393,0.00016746813,0.00012053228,0.000015274989,0.00008029954,0.000041426265,0.00011665046],"category_scores_gemma":[0.00044184414,0.000088214634,0.0001833219,0.00041798205,0.00034840908,0.00017406793,0.000017134573,0.00052492676,0.0000013199959],"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":[0.0021750561,0.0001766812,0.7995462,0.00007543134,0.0006140235,0.0016457997,0.00064414926,0.000019293895,0.0012084969,0.00020103209,0.052401077,0.14129277],"study_design_scores_gemma":[0.0017738634,0.00026273902,0.702994,0.0006921225,0.00034485597,0.00555695,0.00238553,0.00007748868,0.00092294486,0.00014757956,0.28456092,0.0002810125],"about_ca_topic_score_codex":0.0000033639997,"about_ca_topic_score_gemma":0.000006601441,"teacher_disagreement_score":0.23215984,"about_ca_system_score_codex":0.00003652095,"about_ca_system_score_gemma":0.0004989232,"threshold_uncertainty_score":0.35972884},"labels":[],"label_agreement":null},{"id":"W3028767330","doi":"10.1007/s00268-020-05607-x","title":"Bellwether Procedures for Monitoring Subnational Variation of All‐cause Perioperative Mortality in Brazil","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","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 Alberta","funders":"","keywords":"Medicine; Perioperative; Laparotomy; Mortality rate; General surgery; Surgery; Emergency medicine","score_opus":0.08668366688341099,"score_gpt":0.356206746645045,"score_spread":0.269523079761634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028767330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402183,0.0005154343,0.00043828992,0.0044219913,0.00022931558,0.00014519913,0.000006111313,0.0000050215745,0.00021679272],"genre_scores_gemma":[0.9980388,0.00007720147,0.0006203106,0.00047831837,0.0006777472,0.000004536227,0.0000042125257,0.000011814455,0.00008703941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989489,0.000038644335,0.00053291273,0.00008504754,0.00028713827,0.00010737527],"domain_scores_gemma":[0.9989458,0.00030405077,0.00031264775,0.00004805711,0.0002961489,0.00009331347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050731003,0.00008173826,0.0003470985,0.0002116985,0.000023803106,0.000009945893,0.000041111627,0.000038026985,0.0000871396],"category_scores_gemma":[0.00080768164,0.00006489902,0.00014175585,0.00022412305,0.000025298059,0.00016040036,0.0000074902155,0.00017653983,7.8565444e-7],"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":[0.000759358,0.00017148443,0.9683086,0.00020858951,0.00029833842,0.000049091253,0.0037711088,0.00028067673,0.024042886,0.00017882843,0.0010855075,0.00084551924],"study_design_scores_gemma":[0.0006645041,0.000060591035,0.98919344,0.00022837854,0.00009573784,0.000015700103,0.00019960493,0.00010099,0.0077691963,0.00009428174,0.0015109201,0.00006664652],"about_ca_topic_score_codex":0.00000981118,"about_ca_topic_score_gemma":0.000018953853,"teacher_disagreement_score":0.020884838,"about_ca_system_score_codex":0.000041661886,"about_ca_system_score_gemma":0.00031043438,"threshold_uncertainty_score":0.26465052},"labels":[],"label_agreement":null},{"id":"W3029651813","doi":"10.1007/s00268-020-05608-w","title":"A Household Survey to Evaluate Access to Surgical Care in Vanuatu","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"University of Auckland","keywords":"Medicine; Health care; Psychological intervention; Demographics; Rural area; Socioeconomic status; Port (circuit theory); Family medicine; Geography; Socioeconomics; Nursing; Environmental health; Economic growth; Population; Demography","score_opus":0.15527537002337635,"score_gpt":0.3824590115883596,"score_spread":0.22718364156498325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029651813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97603226,0.0017725468,0.000012940357,0.019626694,0.00094104407,0.0002906466,0.000029140576,0.000022825603,0.0012718854],"genre_scores_gemma":[0.98175424,0.000173147,0.00010554104,0.017229693,0.0005908368,0.0000056311005,0.000009582278,0.000030432451,0.00010086703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967502,0.00036615648,0.0011717196,0.0002558759,0.0008150018,0.0006410574],"domain_scores_gemma":[0.99604493,0.0011343608,0.00022669359,0.00019461135,0.00046376113,0.0019356475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030486947,0.00020163105,0.0010820373,0.00088355294,0.0000411205,0.00004969929,0.00019706998,0.00006778911,0.00016239187],"category_scores_gemma":[0.0017534669,0.00016814466,0.0003007435,0.0022360913,0.000019093068,0.00017638705,0.000097153,0.00052598346,0.00005932363],"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":[0.0049159685,0.00008712676,0.8451836,0.00015171396,0.000025514639,0.003650594,0.000283817,0.00021450086,0.000027506447,0.0000055619685,0.13172685,0.01372725],"study_design_scores_gemma":[0.00090835936,0.00017891117,0.8539714,0.00060102367,0.000026931966,0.0001837681,0.00010523555,0.0000083737195,0.00011202088,0.0000056614335,0.14372094,0.00017732229],"about_ca_topic_score_codex":0.00016332908,"about_ca_topic_score_gemma":0.0005400342,"teacher_disagreement_score":0.013549928,"about_ca_system_score_codex":0.00021630512,"about_ca_system_score_gemma":0.0009676642,"threshold_uncertainty_score":0.685674},"labels":[],"label_agreement":null},{"id":"W3037961943","doi":"10.1007/s00268-020-05664-2","title":"Surgical Management of Small Bowel Neuroendocrine Tumour Symposia","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","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":"Vascular surgery; Medicine; Abdominal surgery; Cardiothoracic surgery; Cardiac surgery; General surgery; Neuroendocrine tumour; Internal medicine; Surgery","score_opus":0.05379916820142112,"score_gpt":0.3062178242653297,"score_spread":0.25241865606390856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037961943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629286,0.0028824967,0.000029157096,0.028741855,0.00039010798,0.0002528457,0.0000051136003,0.000036144957,0.0047336887],"genre_scores_gemma":[0.99443734,0.0024451378,0.00080595165,0.00059688237,0.00038847388,0.000002972947,0.0000021446435,0.00003956929,0.0012815546],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974079,0.00012194902,0.0010110808,0.00021063712,0.0008107959,0.00043759702],"domain_scores_gemma":[0.9980802,0.00042682668,0.0004743613,0.00019595734,0.00022581611,0.00059683097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025933166,0.00019193886,0.0007831053,0.0004573896,0.000032387405,0.000017025603,0.00021582808,0.0000034417267,0.00028980232],"category_scores_gemma":[0.00016236262,0.0001550669,0.00046468357,0.0007279781,0.000103919854,0.000141112,0.00013372385,0.0005291984,0.000021184735],"study_design_candidate":"case_report","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":[0.0069702216,0.0009272319,0.19953887,0.0026283162,0.0006743348,0.7279592,0.000040616036,0.00019201152,0.010070871,0.0013658307,0.037965328,0.011667161],"study_design_scores_gemma":[0.010625114,0.0023572387,0.22586057,0.0036118673,0.0008516773,0.08991302,0.00044278562,0.00024775264,0.08987693,0.00032814656,0.5750754,0.0008095115],"about_ca_topic_score_codex":0.0000033376914,"about_ca_topic_score_gemma":0.0000012989263,"teacher_disagreement_score":0.6380462,"about_ca_system_score_codex":0.00003472966,"about_ca_system_score_gemma":0.000112957576,"threshold_uncertainty_score":0.6323444},"labels":[],"label_agreement":null},{"id":"W3040183459","doi":"10.1007/s00268-020-05663-3","title":"Multifocal Small Bowel Neuroendocrine Tumours","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","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 Calgary","funders":"","keywords":"Medicine; Etiology; Disease; Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Incidence (geometry); Rare disease; Pathology; Surgery; Cardiac surgery","score_opus":0.07462196791548095,"score_gpt":0.3124900379037409,"score_spread":0.23786806998825996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040183459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92879635,0.0015259619,0.00007173027,0.067497164,0.00063428306,0.00018719745,0.000004709825,0.00006222876,0.001220373],"genre_scores_gemma":[0.9920783,0.00047861596,0.00084075576,0.0044972007,0.0010103462,0.0000024803119,0.000002193304,0.000051374474,0.0010387202],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976476,0.00012670177,0.00079302635,0.00022151454,0.0006844,0.00052676874],"domain_scores_gemma":[0.99755555,0.00069864915,0.00035728374,0.00018754131,0.00027071006,0.00093024195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021631065,0.00020331853,0.00069524907,0.00050478097,0.00005247013,0.0000331779,0.00019263719,0.0000035536066,0.00033621583],"category_scores_gemma":[0.0018705756,0.00016416243,0.00044220887,0.0006535047,0.00011540376,0.00020463782,0.00008666915,0.00088375027,0.000069174836],"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":[0.0045480407,0.00055669626,0.5233382,0.00045203418,0.0001739397,0.2894151,0.00006534292,0.0001370679,0.023878627,0.00006806506,0.13734716,0.020019729],"study_design_scores_gemma":[0.0063194437,0.0017197554,0.29582977,0.00093055953,0.00033045732,0.07903957,0.00032810378,0.0005450258,0.09462888,0.00019623588,0.5193857,0.0007464655],"about_ca_topic_score_codex":0.000006237258,"about_ca_topic_score_gemma":0.0000080609225,"teacher_disagreement_score":0.38203853,"about_ca_system_score_codex":0.00004403821,"about_ca_system_score_gemma":0.0002735626,"threshold_uncertainty_score":0.6694349},"labels":[],"label_agreement":null},{"id":"W3041579839","doi":"10.1007/s00268-020-05680-2","title":"Geospatial Mapping of Pediatric Surgical Capacity in North Kivu, Democratic Republic of Congo","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":17,"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; Montreal Children's Hospital","funders":"","keywords":"Medicine; Health care; Geospatial analysis; Population; Lagging; Pediatric surgery; Medical emergency; Environmental health; Geography; Surgery; Economic growth; Cartography","score_opus":0.08582847168159347,"score_gpt":0.2726772750352661,"score_spread":0.18684880335367265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041579839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950433,0.0014437884,0.000031349347,0.0024911587,0.00044695265,0.000118829266,0.000010085506,0.000008349326,0.0004062331],"genre_scores_gemma":[0.9978957,0.0005692931,0.00022215118,0.0005596397,0.00070291,0.0000010987975,0.0000050541516,0.00001292617,0.00003122172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965971,0.00019143977,0.0020410146,0.00015146981,0.0006187448,0.00040022208],"domain_scores_gemma":[0.9965803,0.0011529415,0.00113309,0.00014912045,0.00042231192,0.0005622516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016042362,0.00015318648,0.0012822284,0.00083757355,0.000026112035,0.000005446588,0.00009508797,0.00007317166,0.0001566207],"category_scores_gemma":[0.0014235086,0.00013034791,0.00041562473,0.0018646268,0.00007535371,0.0001426228,0.000030438036,0.00052255025,0.0000028870022],"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":[0.0006522989,0.0001921211,0.98767334,0.0007625926,0.000042232674,0.00079156755,0.0002082623,0.00002398022,0.000052044958,0.000024542214,0.0074390564,0.0021379672],"study_design_scores_gemma":[0.0012180355,0.00014179666,0.9946481,0.00026434226,0.00007311454,0.00026569382,0.00007755976,0.0001355558,0.00009860566,0.0000388556,0.002916263,0.00012210564],"about_ca_topic_score_codex":0.00009779176,"about_ca_topic_score_gemma":0.00009051506,"teacher_disagreement_score":0.0069747376,"about_ca_system_score_codex":0.00006340479,"about_ca_system_score_gemma":0.00083564274,"threshold_uncertainty_score":0.5315433},"labels":[],"label_agreement":null},{"id":"W3046813526","doi":"10.1007/s00268-020-05710-z","title":"Extent of Lymph Node Dissection for Small Bowel Neuroendocrine Tumors","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lymph node; NODAL; Dissection (medical); Lymph; Stage (stratigraphy); Radiology; Superior mesenteric artery; Neuroendocrine tumors; SMA*; Surgery; Internal medicine; Pathology","score_opus":0.09289969036094282,"score_gpt":0.3663497981498097,"score_spread":0.2734501077888669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046813526","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004215919,0.9962099,0.000063703475,0.0011257537,0.0011254646,0.0008201833,0.000052113322,0.000027879762,0.00015341777],"genre_scores_gemma":[0.00055652,0.99615335,0.00050988694,0.00012848698,0.0011217684,0.000049967963,0.000029542578,0.0001514403,0.0012990404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553496,0.0002489934,0.002454825,0.00038706954,0.00077813823,0.00059603935],"domain_scores_gemma":[0.99407405,0.002162837,0.0023470393,0.0003853358,0.0004683718,0.0005623705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043521484,0.0005096827,0.004118667,0.001647257,0.000057452373,0.000028527684,0.00031228122,0.000012808571,0.00008510466],"category_scores_gemma":[0.0021876865,0.00038180032,0.0025875699,0.0009824843,0.000117713935,0.0001441731,0.00010699248,0.0008830268,0.000009599145],"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":[0.0010759463,0.0004445629,0.0010965869,0.062360313,0.0005847144,0.036435034,0.0000060065495,0.0000058620226,0.000051711082,0.00003180522,0.008867334,0.8890401],"study_design_scores_gemma":[0.0005987359,0.0002336599,0.00025986222,0.024665581,0.0009894847,0.03427368,0.0000119991255,0.0000046229184,0.00014508158,0.000033104043,0.9385592,0.0002250309],"about_ca_topic_score_codex":0.00000628328,"about_ca_topic_score_gemma":0.000003819694,"teacher_disagreement_score":0.92969185,"about_ca_system_score_codex":0.00021172433,"about_ca_system_score_gemma":0.0012156299,"threshold_uncertainty_score":0.9998634},"labels":[],"label_agreement":null},{"id":"W3049205727","doi":"10.1007/s00268-020-05727-4","title":"Role of Primary Tumor Resection for Metastatic Small Bowel Neuroendocrine Tumors","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Primary tumor; Neuroendocrine tumors; Abdominal surgery; Surgery; Metastasis; Internal medicine; Oncology; Cancer","score_opus":0.09632213698845853,"score_gpt":0.35606408166953696,"score_spread":0.2597419446810784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049205727","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035959505,0.9968073,0.000014729782,0.0005439304,0.0005357908,0.0013048942,0.000072235336,0.00002811704,0.00033342038],"genre_scores_gemma":[0.00023107557,0.99614435,0.0013864068,0.00018887146,0.00082719425,0.00007857044,0.000046379,0.00018464176,0.0009125245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946448,0.00046561772,0.0028225426,0.00042493542,0.00097547635,0.000666632],"domain_scores_gemma":[0.99191886,0.0035293158,0.002995954,0.00042080492,0.0005651787,0.0005698996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075125013,0.00055543263,0.0053346786,0.0022545154,0.00006287917,0.00003337826,0.00036988562,0.000008392962,0.00008410332],"category_scores_gemma":[0.003039662,0.0004251069,0.0024805104,0.0013182163,0.00014458937,0.00021048587,0.00013630696,0.0013964708,0.000010965484],"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":[0.0030714085,0.0005774934,0.00019623186,0.109068036,0.0011219917,0.0406846,0.000010346759,0.000004594011,0.00024205503,0.000038810904,0.013894772,0.8310897],"study_design_scores_gemma":[0.0006712783,0.0008309522,0.00006779735,0.019104766,0.0015470973,0.035293203,0.000021522499,0.0000038584935,0.0003380305,0.00012015939,0.9417665,0.00023483393],"about_ca_topic_score_codex":0.0000072970943,"about_ca_topic_score_gemma":0.000012584205,"teacher_disagreement_score":0.9278717,"about_ca_system_score_codex":0.0002546945,"about_ca_system_score_gemma":0.0021700393,"threshold_uncertainty_score":0.99982005},"labels":[],"label_agreement":null},{"id":"W3081422615","doi":"10.1007/s00268-020-05728-3","title":"Open Abdomen and Fluid Instillation in the Septic Abdomen: Results from the IROA Study","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre","funders":"Università di Pisa","keywords":"Medicine; Negative-pressure wound therapy; Surgery; Abdominal surgery; Abdomen; Peritonitis; Fistula","score_opus":0.13152122910400194,"score_gpt":0.321941057590144,"score_spread":0.19041982848614208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081422615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94202775,0.00045311239,0.000012595075,0.055392075,0.000097863725,0.00038928931,0.0000076108836,0.0000048876013,0.0016148301],"genre_scores_gemma":[0.9955197,0.00013220923,0.00005920448,0.0038051507,0.0003710782,0.000009262185,0.000005817354,0.000009029687,0.00008857816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838847,0.00029200417,0.0007221882,0.00015175428,0.0003147956,0.00013081063],"domain_scores_gemma":[0.99636346,0.0028586588,0.00034879905,0.00024066368,0.000081381724,0.00010706489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019975493,0.00010564083,0.00038860418,0.00010660459,0.00013822498,0.00006758244,0.00026672013,0.000021068856,0.000059156264],"category_scores_gemma":[0.0006031651,0.00005701194,0.00009060667,0.00062624004,0.000055691795,0.0002015681,0.000096086194,0.00032783952,0.000010803466],"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":[0.0076804617,0.0011930964,0.81876796,0.000026633954,0.00046188154,0.00083284004,0.030879762,0.0001238675,0.0020955626,0.00018235418,0.08215531,0.05560024],"study_design_scores_gemma":[0.001080596,0.00014457408,0.9642928,0.00015737093,0.00012919329,0.000096968375,0.006362928,0.00010855328,0.000035222074,0.00025287506,0.027245395,0.00009352855],"about_ca_topic_score_codex":0.000079612626,"about_ca_topic_score_gemma":0.00005875846,"teacher_disagreement_score":0.1455248,"about_ca_system_score_codex":0.000028548582,"about_ca_system_score_gemma":0.00011874612,"threshold_uncertainty_score":0.23248795},"labels":[],"label_agreement":null},{"id":"W3086394471","doi":"10.1007/s00268-020-05771-0","title":"The Policies for the Disclosure of Funding and Conflict of Interest in Surgery Journals: A Cross‐Sectional Survey","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Accounting; Conflict of interest; Citation; Finance; Business; Political science; Law","score_opus":0.8748793135582236,"score_gpt":0.5946123655284717,"score_spread":0.28026694802975183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086394471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708716,0.0124810105,0.000029226498,0.014983942,0.0012870056,0.00016301445,0.00013749754,0.0000038773087,0.000042773037],"genre_scores_gemma":[0.9935202,0.00449836,0.0000050293297,0.0012974548,0.0005850246,0.0000056383246,0.0000025569109,0.000013359295,0.000072356146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967933,0.0010664647,0.0014718304,0.00011778215,0.00017340065,0.00037720305],"domain_scores_gemma":[0.9644062,0.033757225,0.0010345852,0.00008319541,0.00042536893,0.00029345648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010588602,0.00015095696,0.0005660948,0.00023107023,0.0003173419,0.00004375644,0.00025536385,0.00017379664,0.00016850207],"category_scores_gemma":[0.0032521414,0.00009214601,0.00030880878,0.00051628763,0.0006030649,0.0001617271,0.000067720306,0.0016180164,6.274196e-7],"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":[0.0023272997,0.000080475766,0.98352134,0.00016127368,0.00027000983,0.000014554295,0.00040660898,0.00016562737,0.0014455975,0.0005657049,0.0068816347,0.0041599],"study_design_scores_gemma":[0.0005034341,0.000044349028,0.9610573,0.00013355969,0.00005375912,0.00006851557,0.0003095846,0.0002998027,0.0030974518,0.0002506781,0.034082517,0.00009903419],"about_ca_topic_score_codex":0.000046821664,"about_ca_topic_score_gemma":0.00021219744,"teacher_disagreement_score":0.03269076,"about_ca_system_score_codex":0.000037272515,"about_ca_system_score_gemma":0.00032186345,"threshold_uncertainty_score":0.7029566},"labels":[],"label_agreement":null},{"id":"W3092075694","doi":"10.1007/s00268-020-05795-6","title":"A Snapshot of the International Views of the Treatment of Rectal Cancer Patients, a Multi‐regional Survey: International Tendencies in Rectal Cancer","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northeast Cancer Centre; University Health Network; Health Sciences North; University of Sudbury; Kingston General Hospital; Science North; Queen's University","funders":"","keywords":"Medicine; Colorectal cancer; MEDLINE; Family medicine; Cancer; Internal medicine","score_opus":0.16580102039057085,"score_gpt":0.34507629702086196,"score_spread":0.1792752766302911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092075694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99117625,0.0019963786,0.000001302393,0.0042420593,0.001799856,0.00027590708,0.00023666424,0.0000023618595,0.00026921378],"genre_scores_gemma":[0.9974057,0.0017986115,0.000051461193,0.00025270684,0.00020736655,0.00002683333,0.000016626153,0.000015356994,0.00022535231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741197,0.00019906173,0.0010970003,0.00017587663,0.00095332,0.00016276076],"domain_scores_gemma":[0.99731946,0.00059193966,0.0012104475,0.00014326918,0.0006391599,0.000095700474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036621589,0.0001858672,0.0007232617,0.00023798367,0.000024825044,0.0000064270025,0.00030078884,0.00004868719,0.0007756402],"category_scores_gemma":[0.0003870991,0.000101765174,0.0006550838,0.00070003606,0.00018922254,0.00010039317,0.000079249534,0.0002087711,4.1638728e-7],"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":[0.0027501143,0.0012503759,0.9827486,0.00003524511,0.00063935685,0.000015382693,0.0009497227,0.000082205486,0.0017875243,0.000004675729,0.0016938862,0.008042908],"study_design_scores_gemma":[0.002403557,0.00021140256,0.98249614,0.00071707455,0.000097913085,0.000014126221,0.000066965804,0.00009871877,0.0072724666,0.000007146751,0.006535603,0.00007886856],"about_ca_topic_score_codex":0.001551394,"about_ca_topic_score_gemma":0.004397669,"teacher_disagreement_score":0.00796404,"about_ca_system_score_codex":0.0006603929,"about_ca_system_score_gemma":0.00070724066,"threshold_uncertainty_score":0.84927166},"labels":[],"label_agreement":null},{"id":"W3092900570","doi":"10.1007/s00268-020-05823-5","title":"Passive Versus Active Intra‐Abdominal Drainage Following Pancreaticoduodenectomy: A Retrospective Study Using The American College of Surgeons NSQIP Database","year":2020,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":16,"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 Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"Medicine; Abdominal surgery; Pancreaticoduodenectomy; Pancreatic fistula; Drainage; Surgery; Retrospective cohort study; Percutaneous; Propensity score matching; Cohort study; Hypoalbuminemia; Internal medicine; Resection; Pancreas","score_opus":0.08570527255411398,"score_gpt":0.36549550951360854,"score_spread":0.27979023695949456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092900570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940837,0.00021232695,0.00035226767,0.0039289645,0.00030933958,0.000553858,0.00008066295,0.0000111409745,0.00046776596],"genre_scores_gemma":[0.9982981,0.00007903518,0.0009055707,0.00024279566,0.0003602522,0.000010148609,0.0000036666656,0.000031647185,0.00006880195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967442,0.0006777536,0.0009340106,0.00026477862,0.00093959895,0.00043965757],"domain_scores_gemma":[0.9937593,0.003881727,0.0011599696,0.00032644928,0.0004984298,0.00037414776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016306374,0.00024082225,0.0020906471,0.00046874402,0.00020700261,0.000014520891,0.0002126503,0.000035975852,0.00012006524],"category_scores_gemma":[0.003319363,0.00016437998,0.00054295687,0.0016648702,0.00042811123,0.00019835022,0.00012088705,0.0008048659,0.0000029626715],"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":[0.020077536,0.00090188783,0.95497596,0.000069213536,0.0041409037,0.007637013,0.002709176,0.0000074617947,0.0048357644,0.00009962958,0.0023725852,0.002172848],"study_design_scores_gemma":[0.007912125,0.0029462448,0.94200575,0.0006858265,0.004458271,0.0003765515,0.038123943,0.00095961767,0.0017184223,0.00011052036,0.0003625559,0.00034016793],"about_ca_topic_score_codex":0.00027321881,"about_ca_topic_score_gemma":0.000119385535,"teacher_disagreement_score":0.035414767,"about_ca_system_score_codex":0.0004130769,"about_ca_system_score_gemma":0.001488463,"threshold_uncertainty_score":0.6703221},"labels":[],"label_agreement":null},{"id":"W3093775032","doi":"10.1007/s00268-020-05844-0","title":"Factors Associated with Attrition and Performance Throughout Surgical Training: A Systematic Review and Meta‐Analysis","year":2020,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":47,"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":"University of Nottingham; National Institute for Health and Care Research","keywords":"Attrition; Medicine; Meta-analysis; MEDLINE; Randomized controlled trial; Demography; Gerontology; Physical therapy; Surgery; Dentistry; Internal medicine","score_opus":0.3625546544011487,"score_gpt":0.37524666591819233,"score_spread":0.012692011517043633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093775032","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004803716,0.99860394,0.0000019880279,0.0006426974,0.000065250846,0.00032615414,0.000021807406,0.000011371521,0.00027873655],"genre_scores_gemma":[0.0013669974,0.9980445,0.0000044908834,0.00016986663,0.000075162265,0.0000055801042,0.000016885664,0.00001053921,0.0003060137],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99659735,0.0011087636,0.0009031031,0.00017830031,0.0009952277,0.0002172631],"domain_scores_gemma":[0.995459,0.002390152,0.001597535,0.0000886566,0.00019914156,0.00026549364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051853703,0.00026159536,0.0073361243,0.00044405193,0.00023747837,0.00010105727,0.00021250318,0.0001056803,0.00013112291],"category_scores_gemma":[0.0006253353,0.00015019413,0.0013419623,0.0018465568,0.0002696515,0.0002579561,0.000032655098,0.00045672536,7.7918804e-7],"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":[0.000009814188,0.000055797103,0.0008970339,0.77111936,0.21248133,0.00041836363,0.0034595376,1.8096296e-7,8.629602e-10,0.000089717294,0.001243016,0.010225852],"study_design_scores_gemma":[0.00006484641,0.000028825098,0.000028942528,0.10147072,0.7672429,0.000027159214,0.0011430318,1.7467981e-7,3.922466e-9,0.000002801282,0.12979743,0.00019316592],"about_ca_topic_score_codex":0.000011132855,"about_ca_topic_score_gemma":0.00005468205,"teacher_disagreement_score":0.66964865,"about_ca_system_score_codex":0.00008782694,"about_ca_system_score_gemma":0.00034998663,"threshold_uncertainty_score":0.6124739},"labels":[],"label_agreement":null},{"id":"W3099576925","doi":"10.1007/s00268-020-05871-x","title":"Re‐evaluating ‘Surgical Dogma’ in the Postoperative Management of Pheochromocytoma/Paragangliomas: Reflecting on the Data Cannot Help but to Bring About Change","year":2020,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Pheochromocytoma; Cardiac surgery; Medicine; Paraganglioma; General surgery; Surgery; Pathology","score_opus":0.3645147510217068,"score_gpt":0.41781982732432954,"score_spread":0.05330507630262277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099576925","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19623433,0.002202182,0.000010204483,0.79578334,0.00080858445,0.00091762526,0.000064450316,0.000017184087,0.0039620753],"genre_scores_gemma":[0.5512885,0.00015492566,0.00032540027,0.43742782,0.009259402,0.00003239802,0.00013880782,0.000101774174,0.0012710151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490744,0.00085665984,0.0015073442,0.00048216665,0.0016928518,0.0005535114],"domain_scores_gemma":[0.99478614,0.0027930355,0.0011891141,0.0008617017,0.00024014633,0.00012984074],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0042694835,0.00043546763,0.0012490567,0.0008153526,0.00015824643,0.00007175788,0.0009147228,0.00013469091,0.00019799588],"category_scores_gemma":[0.00048177858,0.00024371412,0.00036889684,0.0016628576,0.000108013155,0.00015834166,0.0003356265,0.002979603,0.000029238037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013386615,0.00012775499,0.00038911996,0.00062798714,0.0005880003,0.33343872,0.0035500012,0.000035309447,0.000046399677,0.000049717295,0.6497189,0.010089422],"study_design_scores_gemma":[0.0062982813,0.0028534357,0.018614458,0.09079612,0.0032563068,0.07378661,0.016940216,0.00075039326,0.0032937666,0.00034709868,0.78032434,0.0027389775],"about_ca_topic_score_codex":0.00011720945,"about_ca_topic_score_gemma":0.00006737856,"teacher_disagreement_score":0.35835555,"about_ca_system_score_codex":0.00019776156,"about_ca_system_score_gemma":0.000244674,"threshold_uncertainty_score":0.99932057},"labels":[],"label_agreement":null},{"id":"W3126767661","doi":"10.1007/s00268-021-05964-1","title":"Expert Consensus of Data Elements for Collection for Enhanced Recovery After Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":28,"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 Manitoba; St. Boniface Hospital; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Cardiac surgery; Vascular surgery; Medicine; Data collection; Accountability; Multidisciplinary approach; Comparative effectiveness research; Cardiothoracic surgery; Standardization; Reimbursement; Voting; Delphi method; Likert scale; Medical physics; Health care; Statistics; Computer science; Surgery; Alternative medicine; Political science","score_opus":0.07188727078997173,"score_gpt":0.3252485330405845,"score_spread":0.25336126225061273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126767661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955127,0.016724132,0.011052969,0.002119931,0.012835519,0.0009102923,0.00085841276,0.000034704695,0.0003370477],"genre_scores_gemma":[0.95797354,0.0061806496,0.025725503,0.0012493554,0.0025152846,0.00017812414,0.0005514846,0.00014155306,0.005484489],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99649197,0.00019116988,0.0019559488,0.00040520212,0.00049282087,0.00046290978],"domain_scores_gemma":[0.9882378,0.00831771,0.0012177364,0.00070441415,0.0013150796,0.0002072535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030363004,0.0002606728,0.0017185798,0.0008442059,0.00007445756,0.000029779765,0.00012035339,0.00011761897,0.00017189227],"category_scores_gemma":[0.0027965936,0.0002483434,0.0013059602,0.00073746266,0.00007310136,0.00037114523,0.00007730239,0.00021632428,0.0000020931127],"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":[0.017338673,0.00064956275,0.049285416,0.0010893157,0.002161303,0.00029260354,0.00009817618,0.00000630491,0.13751902,0.000002974417,0.7175121,0.07404456],"study_design_scores_gemma":[0.0018802758,0.00026340078,0.020300636,0.0041098646,0.00082944013,0.00038547732,0.000283167,0.000058343794,0.6949202,0.0002249143,0.27608225,0.0006620322],"about_ca_topic_score_codex":0.000006511897,"about_ca_topic_score_gemma":0.000024974808,"teacher_disagreement_score":0.5574012,"about_ca_system_score_codex":0.00017507857,"about_ca_system_score_gemma":0.0014862071,"threshold_uncertainty_score":0.9999969},"labels":[],"label_agreement":null},{"id":"W3128171812","doi":"10.1007/s00268-021-05974-z","title":"Gender‐Based Microaggressions in Surgery: A Scoping Review of the Global Literature","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":38,"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":"Gender equity; Medicine; MEDLINE; Hostility; Clinical psychology; Gender studies","score_opus":0.16264131608512694,"score_gpt":0.4068508369460516,"score_spread":0.24420952086092468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128171812","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006037985,0.9947787,0.0000017812713,0.0013159923,0.0023854235,0.00025756232,0.0000347847,0.000003956247,0.0012157606],"genre_scores_gemma":[0.000019927887,0.99832505,0.000034644116,0.001051517,0.0004283291,0.0000027370302,0.000013978828,0.00000907796,0.000114713635],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946745,0.0021287543,0.0014003562,0.0001711498,0.0013130333,0.0003122244],"domain_scores_gemma":[0.9943593,0.0026653984,0.0020848792,0.00027188196,0.00045684166,0.00016169177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008232336,0.00021857329,0.0027427985,0.0004334269,0.0001746192,0.00007069039,0.00067994127,0.00017385412,0.0003583947],"category_scores_gemma":[0.0032626558,0.00014107653,0.002133515,0.004105975,0.00024836784,0.00013612285,0.00011405829,0.0007523721,0.0000019011137],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065271297,0.00012197517,0.0054016514,0.23366788,0.00016323956,0.00092068204,0.00032705773,3.998128e-7,3.1643403e-8,0.00020533365,0.12867156,0.63051367],"study_design_scores_gemma":[0.00002205476,7.77614e-7,0.000021911264,0.54938155,0.00022034798,0.000023134418,0.000084681524,6.3620074e-9,8.577978e-8,0.0000115647645,0.45016325,0.00007064824],"about_ca_topic_score_codex":0.000034111807,"about_ca_topic_score_gemma":0.00022661159,"teacher_disagreement_score":0.63044304,"about_ca_system_score_codex":0.00030589983,"about_ca_system_score_gemma":0.008303499,"threshold_uncertainty_score":0.9973185},"labels":[],"label_agreement":null},{"id":"W3129923042","doi":"10.1007/s00268-021-05975-y","title":"Access to Essential Surgical Care in Chiapas, Mexico: A System‐Wide Geospatial Analysis","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"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; Public health; Population; Health care; Private sector; Environmental health; Medical emergency; Nursing; Economic growth","score_opus":0.020655944744178232,"score_gpt":0.32029450696926914,"score_spread":0.2996385622250909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129923042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98503476,0.00526527,0.00018648223,0.0046894043,0.0019151865,0.00014699169,0.000018685863,0.000022734215,0.0027204796],"genre_scores_gemma":[0.99731576,0.00022358498,0.00019331349,0.0012613016,0.0007491775,0.0000053712383,0.000036718757,0.000019667743,0.00019510847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963934,0.00036307442,0.001498911,0.0002833485,0.00083516364,0.0006260933],"domain_scores_gemma":[0.9965716,0.0011594916,0.0004063757,0.00030215952,0.0007019346,0.000858434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015564272,0.0002087496,0.0015625346,0.001984313,0.000072818344,0.00007972787,0.00014179881,0.000098355114,0.00036155325],"category_scores_gemma":[0.0006738625,0.00018107129,0.00096386654,0.003999161,0.000030105357,0.00019070797,0.00008743388,0.00044739476,0.000017599394],"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":[0.0019512571,0.00019189106,0.9608821,0.00043576045,0.00042836502,0.021882135,0.00015610114,0.00036089757,0.00003602469,0.000085855405,0.0101953875,0.0033942019],"study_design_scores_gemma":[0.0017741778,0.00006881542,0.93821263,0.0020548175,0.0011348424,0.0026292657,0.0013714974,0.000087535074,0.0008183254,0.000013761834,0.051463112,0.0003712447],"about_ca_topic_score_codex":0.00023898446,"about_ca_topic_score_gemma":0.002029395,"teacher_disagreement_score":0.041267723,"about_ca_system_score_codex":0.00037794415,"about_ca_system_score_gemma":0.0014382169,"threshold_uncertainty_score":0.7383873},"labels":[],"label_agreement":null},{"id":"W3133149301","doi":"10.1007/s00268-021-06000-y","title":"We Asked the Experts: The WHO Surgical Safety Checklist and the COVID‐19 Pandemic: Recommendations for Content and Implementation Adaptations","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada; Canadian Nurses Association; University of Calgary","funders":"","keywords":"Checklist; Pandemic; Medicine; Inclusion (mineral); Delphi method; Patient safety; Coronavirus disease 2019 (COVID-19); MEDLINE; Vascular surgery; Medical education; Medical emergency; Health care; Cardiac surgery; Surgery; Psychology; Pathology; Disease; Infectious disease (medical specialty); Computer science","score_opus":0.3257317206681552,"score_gpt":0.46696450963853203,"score_spread":0.14123278897037683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133149301","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03087848,0.005424304,0.0071027726,0.953521,0.001414058,0.0009983266,0.00010814634,0.000015957028,0.00053694134],"genre_scores_gemma":[0.94010234,0.03112487,0.00027740563,0.020925773,0.00062207284,0.00031488747,0.00011720448,0.000020201911,0.006495236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704945,0.0013698513,0.0010063299,0.00011726159,0.000236366,0.00022074877],"domain_scores_gemma":[0.9788205,0.019628102,0.0008917163,0.00016844396,0.00032441746,0.0001668406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004816116,0.0001002049,0.00029031097,0.00008524706,0.0019895327,0.000011220104,0.000103554405,0.00004541971,0.00037606442],"category_scores_gemma":[0.0018531184,0.00004727356,0.00014383282,0.00024996055,0.00026971629,0.0001528863,0.0000541109,0.00039363577,0.0000012841464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024888334,0.00016408629,0.24475452,0.00018622092,0.0005885534,0.000016684906,0.0846561,0.00006546262,0.00006956642,0.06649096,0.5205919,0.07992707],"study_design_scores_gemma":[0.0023468805,0.000009334872,0.017617846,0.00012255982,0.00008197652,0.000068435475,0.059823316,0.00007458964,0.00000303157,0.0010135296,0.9187798,0.000058735604],"about_ca_topic_score_codex":0.000050400937,"about_ca_topic_score_gemma":0.0008406198,"teacher_disagreement_score":0.93259525,"about_ca_system_score_codex":0.00010140757,"about_ca_system_score_gemma":0.00072280614,"threshold_uncertainty_score":0.9993097},"labels":[],"label_agreement":null},{"id":"W3135923651","doi":"10.1007/s00268-021-06055-x","title":"Are Surgeons Working Smarter or Harder? A Systematic Review Comparing the Physical and Mental Demands of Robotic and Laparoscopic or Open Surgery","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":16,"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":"PsycINFO; Medicine; Modalities; MEDLINE; Physical therapy; Mental health; Physical medicine and rehabilitation; Surgery; Psychiatry","score_opus":0.2493854249439144,"score_gpt":0.39632574426975753,"score_spread":0.14694031932584312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135923651","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011879203,0.99702495,0.0000032368737,0.0003159567,0.0004725692,0.0008848644,0.0000028590298,0.000007758041,0.00009985877],"genre_scores_gemma":[0.03501873,0.9639138,0.000018649745,0.0003632149,0.00016797641,0.000028471459,0.0000133297235,0.000044178072,0.00043165905],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99576926,0.0008391259,0.0023249248,0.00026614167,0.00051091117,0.00028962904],"domain_scores_gemma":[0.98522145,0.011040549,0.0030332045,0.00030490884,0.0001528525,0.00024703564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031218012,0.00039523438,0.008937439,0.00038021544,0.0001344343,0.00014202551,0.00016947657,0.000079292935,0.00016137396],"category_scores_gemma":[0.0014694984,0.00019062313,0.0009848595,0.00087082176,0.00012420684,0.00012474887,0.00018849233,0.00060420885,0.0000017073877],"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":[0.00019321596,0.00024168566,0.027684953,0.902484,0.0020101494,0.0014333696,0.00012043048,0.0000016128023,6.22441e-8,0.000016733906,0.002968869,0.06284491],"study_design_scores_gemma":[0.0004866544,0.000018009041,0.0009728542,0.9195037,0.004822799,0.0020150077,0.000114169314,0.000029524628,1.7884122e-7,0.0000020952968,0.071824536,0.0002104773],"about_ca_topic_score_codex":0.000004050431,"about_ca_topic_score_gemma":0.000029143273,"teacher_disagreement_score":0.068855666,"about_ca_system_score_codex":0.00006408478,"about_ca_system_score_gemma":0.00048289448,"threshold_uncertainty_score":0.77733856},"labels":[],"label_agreement":null},{"id":"W3139159521","doi":"10.1007/s00268-021-06061-z","title":"Non‐operative Management of Small Bowel Obstruction in Patients with No Previous Abdominal Surgery: A Systematic Review and Meta‐analysis","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Abdominal surgery; Vascular surgery; Meta-analysis; Cardiac surgery; Cardiothoracic surgery; Bowel obstruction; General surgery; Systematic review; Surgery; MEDLINE; Internal medicine","score_opus":0.060243213915540605,"score_gpt":0.31056192655979037,"score_spread":0.25031871264424976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139159521","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002997182,0.99813515,0.0000091260545,0.0000557515,0.00010745744,0.0012689002,0.00002227031,0.0000034156612,0.00009820865],"genre_scores_gemma":[0.00015553593,0.9976784,0.0008128707,0.00009489077,0.000043076598,0.000089255715,0.000055360437,0.000033219505,0.001037372],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99559724,0.0005182533,0.0028121495,0.0002888282,0.00054384186,0.0002397129],"domain_scores_gemma":[0.9945717,0.0012721944,0.002745024,0.00032557044,0.0009105876,0.00017491175],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017595531,0.0004615573,0.01223165,0.0014069062,0.00004231761,0.000023668303,0.00009871366,0.00007751323,0.00015373547],"category_scores_gemma":[0.00025916722,0.00026086534,0.0028413844,0.002010363,0.00006483787,0.000092841794,0.00005078434,0.0005141643,0.000004280894],"study_design_candidate":"systematic_review","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":[0.000048604332,0.00027024784,0.0015644241,0.9004482,0.09277254,0.00075269706,0.00002159168,0.0000010935188,1.5934562e-8,0.0000036574775,0.0003334786,0.0037834304],"study_design_scores_gemma":[0.00011683417,0.00006079135,0.00096785306,0.44872013,0.54720676,0.0003484906,0.000016932605,8.0036085e-7,1.7952041e-7,6.056761e-7,0.0024184934,0.00014215712],"about_ca_topic_score_codex":0.000018454864,"about_ca_topic_score_gemma":0.000015863476,"teacher_disagreement_score":0.4544342,"about_ca_system_score_codex":0.00011686862,"about_ca_system_score_gemma":0.00030379643,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W3155292349","doi":"10.1007/s00268-021-06092-6","title":"Unravelling the Complexity Myth for Minimally Invasive Right Hepatectomy: Liver Parenchymal Features and their Correlation to Objective Outcomes in Major Anatomical Resections","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","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":"University of Calgary","funders":"","keywords":"Medicine; Hepatectomy; Cardiothoracic surgery; Parenchyma; Blood loss; Surgery; Abdominal surgery; Resection; Liver parenchyma; Radiology; Pathology","score_opus":0.10756106783476792,"score_gpt":0.27543952300361196,"score_spread":0.16787845516884403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155292349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98940253,0.0025542588,0.00024269879,0.0070263306,0.00025887202,0.0003542479,0.000021614127,0.000007351845,0.00013209334],"genre_scores_gemma":[0.99783766,0.00016612251,0.0009287953,0.00048207215,0.00015117208,0.00001958841,0.000016987546,0.000014182866,0.0003834029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988605,0.00017097054,0.00041958684,0.00016929976,0.00017560471,0.00020405102],"domain_scores_gemma":[0.9970135,0.0022389647,0.00017597793,0.000115131385,0.00032090384,0.00013550636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005974152,0.0001511414,0.00051051285,0.00039931913,0.00015049156,0.00004558247,0.00004920855,0.00005851781,0.00005320827],"category_scores_gemma":[0.0004724799,0.000091092516,0.0002798425,0.0004762617,0.00008353291,0.000095629846,0.000031978303,0.0003070116,0.0000017820663],"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":[0.0006326507,0.00015667401,0.99340564,0.000035164434,0.00026473077,0.00044400114,0.0011577337,0.000005123985,0.00067783415,0.00012842932,0.0017233684,0.001368671],"study_design_scores_gemma":[0.0010488624,0.00012997152,0.9819896,0.00030984348,0.00016959515,0.00042484107,0.0006782615,0.00036886154,0.012887331,0.00083254924,0.0010351836,0.00012504893],"about_ca_topic_score_codex":0.00008456406,"about_ca_topic_score_gemma":0.0016746443,"teacher_disagreement_score":0.012209496,"about_ca_system_score_codex":0.00012689923,"about_ca_system_score_gemma":0.00032616407,"threshold_uncertainty_score":0.3714645},"labels":[],"label_agreement":null},{"id":"W3157622021","doi":"10.1007/s00268-021-06118-z","title":"Quality Improvement to Address Surgical Burden of Disease at a Large Tertiary Public Hospital in Peru","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","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":"University of Alberta","funders":"","keywords":"Medicine; Elective surgery; Vascular surgery; PDCA; Public hospital; Quality management; Public health; Surgery; Emergency medicine; General surgery; Cardiac surgery; Nursing; Operations management","score_opus":0.08319334762444819,"score_gpt":0.41182511325339816,"score_spread":0.32863176562894997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157622021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94606894,0.00066024874,0.0002067955,0.051608883,0.0009021372,0.00025162133,0.000053496253,0.000008042178,0.00023984235],"genre_scores_gemma":[0.9968029,0.0002966408,0.0005614375,0.000764186,0.0004051196,0.000025433259,0.000036787245,0.000016870303,0.0010905768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625295,0.0009929104,0.0016901024,0.00018237942,0.0004495314,0.000432146],"domain_scores_gemma":[0.9968498,0.00096027844,0.0005127693,0.0002458401,0.000921791,0.0005095291],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003442514,0.00011596012,0.00049547496,0.00041764768,0.00025684427,0.000017351613,0.000101273334,0.000074813266,0.0009821984],"category_scores_gemma":[0.0012401643,0.00010046397,0.0001917405,0.00065152085,0.00001975001,0.00025570323,0.00013529435,0.00046447525,0.00001470891],"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":[0.0002826781,0.00052578474,0.9852239,0.0003409944,0.000037596605,0.00034978837,0.0020588313,0.000576588,0.00022805062,0.0008642256,0.0055435165,0.00396803],"study_design_scores_gemma":[0.0023811683,0.000097352546,0.875824,0.002008983,0.00003080543,0.000010278026,0.0038142907,0.00083182246,0.00012111711,0.00009289442,0.11435803,0.00042926738],"about_ca_topic_score_codex":0.00015495844,"about_ca_topic_score_gemma":0.00065150275,"teacher_disagreement_score":0.10939993,"about_ca_system_score_codex":0.0003121942,"about_ca_system_score_gemma":0.0017300488,"threshold_uncertainty_score":0.99993104},"labels":[],"label_agreement":null},{"id":"W3161484314","doi":"10.1007/s00268-021-06152-x","title":"Evaluation of Interventions Addressing Timely Access to Surgical Care in Low‐Income and Low‐Middle‐Income Countries as Outlined by the LANCET Commission 2030 Global Surgery Goals: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":15,"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; University of British Columbia","funders":"","keywords":"Low and middle income countries; Vascular surgery; Cardiac surgery; Commission; Cardiothoracic surgery; Medicine; Psychological intervention; Abdominal surgery; Low income; Developing country; Surgery; Nursing; Business; Economic growth; Economics; Socioeconomics; Finance","score_opus":0.22312579895790147,"score_gpt":0.47508318211766976,"score_spread":0.2519573831597683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161484314","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019373544,0.99312913,0.0000027478827,0.0013704624,0.0009847305,0.0021063122,0.0001977967,0.00001550536,0.00025596356],"genre_scores_gemma":[0.0072435983,0.99158794,0.000012660168,0.00042972635,0.00032453076,0.00011539282,0.00013968389,0.000044597273,0.00010189947],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98582244,0.0047899517,0.005974159,0.0004077927,0.0023365964,0.0006690669],"domain_scores_gemma":[0.98612857,0.006273293,0.0039888923,0.00070756086,0.0022773847,0.0006242807],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.025305694,0.0005912,0.010013999,0.00091833435,0.00014390986,0.00016481937,0.00039572312,0.0002544825,0.0002378707],"category_scores_gemma":[0.0088626435,0.00037540155,0.0022846207,0.002280281,0.00012376954,0.00029473702,0.00022105621,0.0008929723,0.000013644779],"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":[0.00014568388,0.00015628613,0.006744931,0.93450767,0.0004086623,0.0005459617,0.000030294583,0.0000016873486,1.940615e-8,0.000014427618,0.010879935,0.04656444],"study_design_scores_gemma":[0.00042511738,0.000035220477,0.0009974051,0.9224836,0.0047068545,0.0015933757,0.00008429274,0.000004995744,3.266485e-7,0.000009544319,0.069388635,0.00027061053],"about_ca_topic_score_codex":0.000059945396,"about_ca_topic_score_gemma":0.00010846291,"teacher_disagreement_score":0.0585087,"about_ca_system_score_codex":0.0011556348,"about_ca_system_score_gemma":0.0045586894,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W3165860402","doi":"10.1007/s00268-021-06158-5","title":"Passive Versus Active Intra‐Abdominal Drainage Following Pancreatic Resection: Does A Superior Drainage System Exist? A Systematic Review and Meta‐Analysis","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Western University; University of Ottawa; McMaster University","funders":"","keywords":"Medicine; Pancreatic fistula; Abdominal surgery; Cochrane Library; Meta-analysis; Odds ratio; Pancreatectomy; Surgery; Randomized controlled trial; Vascular surgery; Adverse effect; Incidence (geometry); MEDLINE; Cardiac surgery; General surgery; Internal medicine; Pancreas; Resection","score_opus":0.10578774676306696,"score_gpt":0.39175318789250485,"score_spread":0.2859654411294379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165860402","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043936037,0.99489063,0.00005269967,0.00058718864,0.00048412496,0.0023256834,0.000041913132,0.000025581683,0.0015482128],"genre_scores_gemma":[0.0009346713,0.99462134,0.00035565245,0.000111739086,0.0003580245,0.00055797206,0.000042569267,0.00008292565,0.0029350882],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9902646,0.0035859074,0.0035839505,0.00063478923,0.0012531073,0.0006776549],"domain_scores_gemma":[0.98398685,0.010910373,0.002906257,0.0008430584,0.00074233755,0.0006111365],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0056613344,0.00084268535,0.028454382,0.0025016149,0.00028913212,0.00013762477,0.00029302007,0.0003256953,0.00036917723],"category_scores_gemma":[0.003799567,0.0004780304,0.009476871,0.0032564239,0.0002220686,0.000260408,0.0001528056,0.0015261343,0.000014153873],"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":[0.00018922922,0.00008472717,0.000013928536,0.64491373,0.34334728,0.008621191,0.00009659146,4.0881982e-8,1.9083133e-7,0.00009738006,0.00020613753,0.0024295982],"study_design_scores_gemma":[0.00046397475,0.00012780275,0.0000079239335,0.28671882,0.7049917,0.0024922683,0.0006948314,0.0000020384339,4.3479886e-7,0.000009500021,0.004199807,0.0002908927],"about_ca_topic_score_codex":0.00003701857,"about_ca_topic_score_gemma":0.000050595558,"teacher_disagreement_score":0.36164442,"about_ca_system_score_codex":0.0011334965,"about_ca_system_score_gemma":0.002254839,"threshold_uncertainty_score":0.9997671},"labels":[],"label_agreement":null},{"id":"W3168747817","doi":"10.1007/s00268-021-06181-6","title":"Potentially Avertable Child Mortality Associated with Surgical Workforce Scale‐up in Low‐ and Middle‐Income Countries: A Global Study","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","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":"McGill University Health Centre","funders":"National Center for Advancing Translational Sciences","keywords":"Cardiac surgery; Low and middle income countries; Vascular surgery; Workforce; Abdominal surgery; Medicine; Cardiothoracic surgery; Scale (ratio); Environmental health; Developing country; Surgery; Economic growth; Geography; Economics","score_opus":0.024614365270543087,"score_gpt":0.2898787433915656,"score_spread":0.26526437812102255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168747817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926681,0.003309198,0.0000074918526,0.0013147184,0.000698793,0.00021316612,0.000019181245,0.000019146879,0.0017502104],"genre_scores_gemma":[0.99773353,0.0005758755,0.000030163688,0.000694251,0.00019194878,0.0000033243175,0.000011641788,0.000018328654,0.0007409062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963741,0.00032854886,0.0012910805,0.00029892504,0.0009952638,0.00071213883],"domain_scores_gemma":[0.9973945,0.00063478376,0.00051319494,0.00024212382,0.0005641142,0.00065125996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027358846,0.00025678184,0.0013218605,0.00027479435,0.00013242566,0.000067709465,0.00007459232,0.00010799625,0.00014690644],"category_scores_gemma":[0.00044347876,0.00020286339,0.00023629559,0.0014862198,0.000115025054,0.00022320035,0.00004935136,0.0005772605,0.000004140311],"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":[0.0016480546,0.0008225205,0.9813068,0.00018987819,0.00022651731,0.014991533,0.000081677266,0.00002192267,5.194594e-7,0.000028433436,0.00036840193,0.00031372753],"study_design_scores_gemma":[0.0032845365,0.00011402063,0.9861971,0.005800925,0.00017944473,0.0022482134,0.00036692174,0.00001913961,0.000008713026,0.000034805857,0.0015508081,0.00019533763],"about_ca_topic_score_codex":0.00014202372,"about_ca_topic_score_gemma":0.0023761825,"teacher_disagreement_score":0.012743319,"about_ca_system_score_codex":0.0003392186,"about_ca_system_score_gemma":0.0012249217,"threshold_uncertainty_score":0.8272529},"labels":[],"label_agreement":null},{"id":"W3185472751","doi":"10.1007/s00268-021-06238-6","title":"Prophylactic Onlay Mesh Repair (POMR) Versus Primary Suture Repair (PSR) for Prevention of Incisional Hernia (IH) After Abdominal Wall Surgery: A Systematic Review and Meta‐analysis","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Seroma; Surgery; Incisional hernia; Meta-analysis; Incidence (geometry); Randomized controlled trial; Cochrane Library; Abdominal surgery; Hematoma; Fibrous joint; Abdominal wall; Complication; Internal medicine","score_opus":0.09142506524702823,"score_gpt":0.3520582587437138,"score_spread":0.26063319349668557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185472751","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003603356,0.9958218,0.000080811405,0.0003691891,0.00037664923,0.00313486,0.00006081947,0.000050433886,0.00006942814],"genre_scores_gemma":[0.00021556536,0.99295396,0.0021335923,0.00040428966,0.00024173432,0.0005662585,0.00015316582,0.00010477653,0.0032266767],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.990581,0.0016589101,0.005178096,0.00068828586,0.0014269949,0.00046671138],"domain_scores_gemma":[0.9877616,0.0047306023,0.0050763376,0.0010084795,0.0010434018,0.00037956948],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.009471279,0.0008129631,0.017988622,0.002149287,0.000066734996,0.00004325576,0.00019032545,0.0002739402,0.0006037079],"category_scores_gemma":[0.0019204465,0.00053520914,0.021393476,0.0018770957,0.000087396766,0.0002508062,0.00015139289,0.0007326211,0.0000055194087],"study_design_candidate":"systematic_review","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":[0.00068531575,0.00039383853,0.000042363896,0.80716014,0.17426214,0.0008564111,0.000022901457,4.179927e-7,1.2081301e-7,0.0000080390055,0.00803069,0.008537622],"study_design_scores_gemma":[0.00032604713,0.00012747767,0.00004876078,0.15965186,0.65840244,0.00046458875,0.000013419558,0.000004109967,2.09588e-7,0.0000048256866,0.18063183,0.0003244289],"about_ca_topic_score_codex":0.000007226172,"about_ca_topic_score_gemma":0.000028306307,"teacher_disagreement_score":0.64750826,"about_ca_system_score_codex":0.00037470675,"about_ca_system_score_gemma":0.0013871987,"threshold_uncertainty_score":0.99970996},"labels":[],"label_agreement":null},{"id":"W3191218650","doi":"10.1007/s00268-021-06265-3","title":"Impact of Tumor Burden Score on Conditional Survival after Curative‐Intent Resection for Hepatocellular Carcinoma: A Multi‐Institutional Analysis","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":32,"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 Ottawa","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Resection; Overall survival; Internal medicine; Cardiothoracic surgery; Capsule; Abdominal surgery; Carcinoma; Survival analysis; Gastroenterology; Surgery","score_opus":0.14796154836690523,"score_gpt":0.31068164204454807,"score_spread":0.16272009367764284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191218650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538934,0.0015883031,0.0016397535,0.00051540154,0.00032879098,0.00024888405,0.00019604934,0.0000075384382,0.00008591058],"genre_scores_gemma":[0.9980901,0.000047104873,0.0005535646,0.000055918546,0.00044371065,0.00003503925,0.00034438376,0.000020781621,0.00040943446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978168,0.00016599127,0.00086557504,0.00024891165,0.00063314865,0.00026955397],"domain_scores_gemma":[0.9970386,0.00060169504,0.0005165822,0.0002014648,0.0013967382,0.00024490125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066047895,0.00024867323,0.0010066817,0.0011766652,0.000098816934,0.000025689193,0.000056212742,0.00006027809,0.00076549686],"category_scores_gemma":[0.0003403771,0.00018161307,0.002479875,0.0010488231,0.00011361695,0.00016204911,0.000020235193,0.00025153745,0.0000055656237],"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":[0.00393289,0.0007117633,0.9853899,0.00009310466,0.0035576625,0.0027424074,0.00008306005,0.00015125658,0.002480826,0.000075749005,0.00052538555,0.00025602887],"study_design_scores_gemma":[0.0022245692,0.0005738317,0.9800741,0.00033966597,0.0022292128,0.0003831165,0.00007095982,0.0038691047,0.009470075,0.000059963768,0.00052368484,0.00018170069],"about_ca_topic_score_codex":0.00006884506,"about_ca_topic_score_gemma":0.000049025883,"teacher_disagreement_score":0.006989249,"about_ca_system_score_codex":0.00036240308,"about_ca_system_score_gemma":0.0010262447,"threshold_uncertainty_score":0.8381654},"labels":[],"label_agreement":null},{"id":"W3195808821","doi":"10.1007/s00268-021-06256-4","title":"Prognostic value of the Duke Activity Status Index (DASI) in patients undergoing colorectal surgery","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":15,"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":"Mitacs","keywords":"Medicine; Abdominal surgery; Colorectal surgery; Vascular surgery; Odds ratio; Cardiac surgery; Cardiothoracic surgery; Quality of life (healthcare); Observational study; Surgery; Internal medicine","score_opus":0.018031564965390795,"score_gpt":0.24647287202640772,"score_spread":0.22844130706101692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195808821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963738,0.0004972303,0.0000064365436,0.0010729921,0.00087096816,0.00012583123,0.0000028389627,0.0000062459685,0.001043709],"genre_scores_gemma":[0.9990729,0.00023378895,0.000024506016,0.0002255991,0.00011797146,0.000001918625,0.0000026920422,0.000020179721,0.00030042412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974435,0.00047309662,0.00081414386,0.00014653876,0.0007676719,0.00035507954],"domain_scores_gemma":[0.98930925,0.009456812,0.0005597417,0.00019014248,0.00030379163,0.00018026249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011999276,0.0001607203,0.0012495602,0.00042441455,0.000047384896,0.00001861059,0.00006009601,0.00007288096,0.00007414379],"category_scores_gemma":[0.0038409806,0.00011031614,0.0011170718,0.00098541,0.00009202301,0.00014135221,0.000048426056,0.00045329094,0.0000018032108],"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":[0.00069682003,0.00047638136,0.99193877,0.000115867864,0.00015894538,0.0007256531,0.00007646656,0.000040727144,0.0001489166,0.00007070018,0.00042547152,0.005125285],"study_design_scores_gemma":[0.0007817462,0.000031696858,0.9944502,0.0008224295,0.000106376676,0.00017809898,0.00006117924,0.000010525337,0.0012346156,0.00002445316,0.0021933224,0.00010535984],"about_ca_topic_score_codex":0.000024987596,"about_ca_topic_score_gemma":0.00006939712,"teacher_disagreement_score":0.008983715,"about_ca_system_score_codex":0.00017322518,"about_ca_system_score_gemma":0.0014243965,"threshold_uncertainty_score":0.459829},"labels":[],"label_agreement":null},{"id":"W3197453661","doi":"10.1007/s00268-021-06283-1","title":"Trauma Training Courses and Programs in Low‐ and Lower Middle‐Income Countries: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Cochrane Library; MEDLINE; Occupational safety and health; Health care; Family medicine; Surgery; Randomized controlled trial","score_opus":0.20613553579903005,"score_gpt":0.3814741886855668,"score_spread":0.17533865288653677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197453661","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006028004,0.9971134,8.016829e-7,0.00039775734,0.00093749136,0.00062699406,0.0000051678394,0.000011702432,0.0003038685],"genre_scores_gemma":[0.000335386,0.99870557,0.00009497331,0.00019026741,0.00043242105,0.000031556796,0.000008865037,0.00005020466,0.00015073705],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966032,0.00018283297,0.002057832,0.00030386428,0.00044168916,0.00041058564],"domain_scores_gemma":[0.9975882,0.00081654364,0.0009215821,0.00018058575,0.00026083834,0.00023225688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017093165,0.00044265672,0.0053318897,0.00068234745,0.0000728006,0.000043846594,0.00007177829,0.00011799041,0.00010870065],"category_scores_gemma":[0.0004125769,0.00032502005,0.0007819586,0.000780828,0.00018287849,0.00013711894,0.000046812387,0.000712051,0.0000015721579],"study_design_candidate":"systematic_review","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":[0.00001559067,0.000048563645,0.0014783668,0.29763252,0.00032721087,0.0014639399,0.00020084681,1.5285211e-8,8.9974135e-9,0.0000050198846,0.00039133918,0.69843656],"study_design_scores_gemma":[0.00018087044,0.000039779312,0.00026461188,0.6697241,0.0010520465,0.0015981284,0.00013898598,3.985641e-8,3.511923e-8,0.0000016586903,0.3268082,0.00019154472],"about_ca_topic_score_codex":0.0000060837892,"about_ca_topic_score_gemma":0.0000963495,"teacher_disagreement_score":0.69824505,"about_ca_system_score_codex":0.00009108435,"about_ca_system_score_gemma":0.000987347,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W3197482114","doi":"10.1007/s00268-021-06304-z","title":"Racial Differences in the Phenotype of Colorectal Cancer: A Prospective Comparison Between Nigeria and South Africa","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"Medicine; Colorectal cancer; Internal medicine; Prospective cohort study; Adenocarcinoma; Cancer; Incidence (geometry); Gastroenterology","score_opus":0.053121606834684906,"score_gpt":0.2929868128010188,"score_spread":0.23986520596633387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197482114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948933,0.0037466283,0.00002870385,0.0004259553,0.00025564156,0.000078251505,0.0000054659986,0.000004595861,0.0005614667],"genre_scores_gemma":[0.9994486,0.000079304344,0.00007757109,0.000022282169,0.00032068402,0.0000051991747,8.537536e-7,0.000005798956,0.00003970899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892384,0.00012387935,0.0004303522,0.00010079549,0.000292807,0.00012830288],"domain_scores_gemma":[0.9988102,0.00055071263,0.00033990975,0.000056883593,0.00018700863,0.00005531896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051006064,0.000084966734,0.00056437217,0.00021270555,0.000047351863,0.000018403374,0.00004184449,0.000035128283,0.000033848948],"category_scores_gemma":[0.00020054872,0.0000571479,0.00011256746,0.00060506444,0.0000774007,0.000052101117,0.000017812054,0.00031549492,2.7437775e-7],"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":[0.0023145878,0.000066968394,0.9743813,0.000031523214,0.00008091326,0.000042545096,0.007801202,0.0000020929865,0.00060210243,0.0000042934616,0.00016777815,0.01450468],"study_design_scores_gemma":[0.0004829183,0.00039528086,0.99391073,0.00026883534,0.00008427203,0.000035084253,0.0018502614,0.000017121198,0.0025875492,0.00009324952,0.00021495162,0.000059730963],"about_ca_topic_score_codex":0.00004636188,"about_ca_topic_score_gemma":0.00044307538,"teacher_disagreement_score":0.019529434,"about_ca_system_score_codex":0.000057237616,"about_ca_system_score_gemma":0.00027973234,"threshold_uncertainty_score":0.23304237},"labels":[],"label_agreement":null},{"id":"W3197519169","doi":"10.1007/s00268-021-06279-x","title":"ERAS Society Recommendations for Improving Perioperative Care in Low‐ and Middle‐Income Countries Through Implementation of Existing Tools and Programs: An Urgent Need for the Surgical Safety Checklist and Enhanced Recovery After Surgery","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":27,"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","funders":"","keywords":"Checklist; Cardiothoracic surgery; Vascular surgery; Abdominal surgery; Medicine; Cardiac surgery; Low and middle income countries; Perioperative; Patient safety; Nursing; Medical emergency; Developing country; Surgery; Health care; Political science; Psychology; Economic growth","score_opus":0.056037833190076033,"score_gpt":0.33862908590396357,"score_spread":0.2825912527138875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197519169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98666894,0.0076612923,0.00022400163,0.004493376,0.00022324103,0.0006034282,0.00007712973,0.0000062164754,0.00004236184],"genre_scores_gemma":[0.9924373,0.0036568018,0.0028471227,0.00043558472,0.00022944428,0.00009369025,0.0000920762,0.000022531995,0.00018543076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982939,0.00013558764,0.0009307767,0.00020433983,0.0001943841,0.00024100728],"domain_scores_gemma":[0.9927032,0.006221834,0.0003675388,0.000102186525,0.0004712367,0.00013399334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015963287,0.000166877,0.00090787304,0.00009355104,0.00018292633,0.00011621887,0.000024404642,0.00005940122,0.00004352871],"category_scores_gemma":[0.00049721205,0.00012054601,0.00045997,0.0001908803,0.00013474919,0.0003698053,0.000027170508,0.00015250438,2.6826623e-8],"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":[0.007715474,0.00021374691,0.77026695,0.0043445695,0.0007707535,0.00019673453,0.0189513,0.0000092860655,0.00053437165,0.0006815867,0.00015540488,0.19615982],"study_design_scores_gemma":[0.009347302,0.000686487,0.7291347,0.005759532,0.0011954675,0.0011714554,0.12254114,0.00012744604,0.0072847283,0.00010282548,0.12176873,0.0008802409],"about_ca_topic_score_codex":0.000040985324,"about_ca_topic_score_gemma":0.0002217798,"teacher_disagreement_score":0.19527958,"about_ca_system_score_codex":0.00009585223,"about_ca_system_score_gemma":0.00046073538,"threshold_uncertainty_score":0.49157235},"labels":[],"label_agreement":null},{"id":"W3202244706","doi":"10.1007/s00268-021-06336-5","title":"Inspirational Women in Surgery: Dr. Nadine R. Caron, Canada","year":2021,"lang":"en","type":"editorial","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Abdominal surgery; Vascular surgery; Cardiothoracic surgery; Cardiac surgery; Medicine; General surgery; Surgery","score_opus":0.028991917188353145,"score_gpt":0.26532563328200515,"score_spread":0.236333716093652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202244706","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0107510695,0.0023694218,7.8169546e-7,0.0064916573,0.9761863,0.000052415005,0.000083508035,0.000007334044,0.004057535],"genre_scores_gemma":[0.024217831,0.0022276593,0.000007791493,0.00076326437,0.95673513,0.000003617347,0.00023461826,0.000025094578,0.015784996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936434,0.00051626866,0.0009162227,0.00020382498,0.0040570917,0.0006631743],"domain_scores_gemma":[0.99052054,0.0069463146,0.0008107777,0.00014229162,0.0010975664,0.00048253304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009807212,0.00020436227,0.0011112604,0.00083684555,0.00026391345,0.00012815717,0.00047137975,0.0002831483,0.0011624839],"category_scores_gemma":[0.0073182057,0.00021285567,0.00026824026,0.0011660354,0.00020086022,0.00027435386,0.000065367436,0.0012418798,0.0000016494253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004286573,0.000036560363,0.02149696,0.00004537528,0.00008576237,0.0016500159,0.0011836209,0.000008878803,4.4606773e-7,0.000035342946,0.9739658,0.001448328],"study_design_scores_gemma":[0.00014432501,0.000006431871,0.0011637765,0.0005086579,0.000028343784,0.0000024344558,0.00484096,9.4790046e-8,0.0000011588365,0.00007615733,0.99302745,0.0002002143],"about_ca_topic_score_codex":0.326195,"about_ca_topic_score_gemma":0.9149891,"teacher_disagreement_score":0.5887941,"about_ca_system_score_codex":0.0030121936,"about_ca_system_score_gemma":0.039580327,"threshold_uncertainty_score":0.9997506},"labels":[],"label_agreement":null},{"id":"W3203058147","doi":"10.1007/s00268-021-06316-9","title":"Incidence and Risk Factors of Venous Thromboembolism Following Hepatectomy for Colorectal Metastases: A Population‐Based Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Hepatectomy; Retrospective cohort study; Colorectal cancer; Abdominal surgery; Incidence (geometry); Internal medicine; Cohort; Population; Proportional hazards model; Vascular surgery; Surgery; Cancer; Logistic regression; Cohort study; Cardiac surgery; Resection","score_opus":0.02234824520281171,"score_gpt":0.288098125462195,"score_spread":0.2657498802593833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203058147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973239,0.00097401784,0.0001756026,0.00008442144,0.0006275927,0.0007209558,0.000031461248,0.0000138649375,0.000048235004],"genre_scores_gemma":[0.9987348,0.00028192767,0.0007246754,0.00005698534,0.000111034155,0.000022789018,0.000019803441,0.000029434315,0.000018607456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978838,0.0001836838,0.00083895674,0.00025166298,0.0005989998,0.00024290362],"domain_scores_gemma":[0.99746966,0.0009109294,0.0008203766,0.00020325046,0.00044924952,0.00014654805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016929401,0.00019549797,0.0017888512,0.00051143946,0.00014724716,0.000033355755,0.00006678884,0.00003967112,0.000063659485],"category_scores_gemma":[0.0010634531,0.00016444967,0.00053142756,0.000559519,0.00003746314,0.00017486882,0.000047994756,0.0002198162,3.6911314e-7],"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":[0.00013382819,0.0016835919,0.9941001,0.00008843894,0.0019602308,0.00026991163,0.00042853056,0.000056759367,0.00024999873,0.000027428825,0.00046389588,0.0005373104],"study_design_scores_gemma":[0.0011386676,0.0005176586,0.992701,0.0003257137,0.0026150246,0.000024143033,0.0007421858,0.000038572023,0.0015233945,0.00015215887,0.00008196635,0.00013952977],"about_ca_topic_score_codex":0.0006261889,"about_ca_topic_score_gemma":0.00033496314,"teacher_disagreement_score":0.0014108947,"about_ca_system_score_codex":0.00018568097,"about_ca_system_score_gemma":0.0002551997,"threshold_uncertainty_score":0.6706063},"labels":[],"label_agreement":null},{"id":"W32335691","doi":"10.1007/s00268-020-05546-7","title":"Contribution of hip joint passive moments during the gait of children with Duchenne muscular dystrophy","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Muscle activation and electromyography studies","field":"Engineering","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":"Université de Montréal","funders":"","keywords":"Duchenne muscular dystrophy; Physical medicine and rehabilitation; Gait; Muscle contracture; Medicine; Hip flexion; Gait analysis; Physical therapy; Muscular dystrophy; Kinematics; Range of motion; Anatomy","score_opus":0.008336482260852937,"score_gpt":0.19006869148490388,"score_spread":0.18173220922405095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32335691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782854,0.0007307623,0.0010456106,0.000117457195,0.00012178216,0.00007089769,0.0000026886737,0.0000107335545,0.00007153226],"genre_scores_gemma":[0.999591,0.00022417102,0.000056018762,0.000010283567,0.00009605964,0.0000013056631,0.0000012786735,0.000011349391,0.000008542349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895495,0.000022736966,0.0005090349,0.000051318373,0.00026766368,0.00019431999],"domain_scores_gemma":[0.9991112,0.00012004847,0.0003738939,0.0000985128,0.00025065843,0.000045731165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004262404,0.000102129496,0.0003222348,0.00040930352,0.000050914186,0.0000064306396,0.00006266749,0.000020620957,0.000015199566],"category_scores_gemma":[0.000045500863,0.00006729283,0.00018666631,0.0004806485,0.000054728716,0.0001073154,0.000009586188,0.0001736126,1.2370491e-7],"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":[0.00060895627,0.00026591355,0.75441206,0.00022336686,0.005011683,0.000060393613,0.00060063304,0.0048556617,0.21225204,0.00032720828,0.0021311739,0.019250916],"study_design_scores_gemma":[0.00037643567,0.000025606303,0.9076339,0.00013774223,0.000044987748,0.000027875176,0.000058776972,0.0000062238096,0.09145933,0.000028510767,0.0001321001,0.000068494686],"about_ca_topic_score_codex":0.000008306191,"about_ca_topic_score_gemma":0.000006214622,"teacher_disagreement_score":0.15322186,"about_ca_system_score_codex":0.000052443378,"about_ca_system_score_gemma":0.000014136146,"threshold_uncertainty_score":0.2744122},"labels":[],"label_agreement":null},{"id":"W4206122931","doi":"10.1007/s00268-021-06436-2","title":"Modified Frailty Index to Assess Risk in Elderly Patients Undergoing Distal Pancreatectomy: A Retrospective Single‐Center Study","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":15,"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":"Medicine; Vascular surgery; Cardiothoracic surgery; Abdominal surgery; Cardiac surgery; Single Center; Retrospective cohort study; Pancreatectomy; Center (category theory); Frailty Index; Index (typography); Internal medicine; General surgery; Surgery; Pancreas","score_opus":0.0826766876155731,"score_gpt":0.3397732173202702,"score_spread":0.2570965297046971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206122931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963465,0.000076004166,0.00015961633,0.0003404304,0.00038015653,0.00054420234,0.00002316664,0.000012652128,0.0021172832],"genre_scores_gemma":[0.9989276,0.000025515237,0.000104969375,0.00015333231,0.00013417301,0.000039917777,0.0000066222424,0.000029079842,0.00057876937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967021,0.00066555606,0.0008763852,0.00026114093,0.0010521138,0.00044269976],"domain_scores_gemma":[0.9976029,0.0011225543,0.00047513802,0.00024117496,0.00028162907,0.00027660737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00207576,0.00018113933,0.0010413344,0.0012316738,0.00020298614,0.0000314908,0.00015432245,0.000040423165,0.00033137324],"category_scores_gemma":[0.0011184935,0.00015662893,0.00020778438,0.0010595022,0.000049382717,0.00013416381,0.00017168286,0.0011426959,0.0000050387957],"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":[0.0029202297,0.003809205,0.98716074,0.000019429048,0.00030930157,0.000890211,0.0009287152,0.00007600967,0.00005471766,0.0000064997485,0.0013903461,0.0024346155],"study_design_scores_gemma":[0.0047580274,0.0022184055,0.9904066,0.00015924947,0.000117069634,0.000073792384,0.0015794566,0.00006040637,0.000010736514,0.00012967098,0.0003498443,0.0001367898],"about_ca_topic_score_codex":0.0001897283,"about_ca_topic_score_gemma":0.000586771,"teacher_disagreement_score":0.0032458317,"about_ca_system_score_codex":0.0013930771,"about_ca_system_score_gemma":0.00060345174,"threshold_uncertainty_score":0.63871425},"labels":[],"label_agreement":null},{"id":"W4206152419","doi":"10.1007/s00268-021-06257-3","title":"Authors’ Reply: Passive Versus Active Intra‐Abdominal Drainage Following Pancreaticoduodenectomy: A Retrospective Study Using the American College of Surgeons NSQIP Database","year":2021,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Abdominal surgery; Pancreaticoduodenectomy; Vascular surgery; Cardiothoracic surgery; General surgery; Cardiac surgery; Retrospective cohort study; Surgery; Resection","score_opus":0.08451006454514734,"score_gpt":0.3671392413151775,"score_spread":0.2826291767700302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206152419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87433624,0.00076476665,0.00015853877,0.1203509,0.0020947598,0.0011868991,0.00041409844,0.000019652887,0.00067413005],"genre_scores_gemma":[0.96838933,0.0003660369,0.0016997197,0.022404758,0.0043173167,0.00005960647,0.000110449466,0.00018208468,0.002470714],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9918693,0.0024231374,0.0019763478,0.0006498524,0.002148385,0.00093297806],"domain_scores_gemma":[0.98346466,0.010254108,0.00347674,0.0011270577,0.0013633629,0.0003140797],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004014117,0.00062442437,0.005260199,0.0016466161,0.00036562394,0.000045047404,0.00043131123,0.00022919377,0.00026944088],"category_scores_gemma":[0.0057615964,0.00044575875,0.0015281372,0.0023927232,0.00081055175,0.00022357586,0.00026960167,0.004879069,0.0000028630202],"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":[0.011170163,0.0012488995,0.35269946,0.00035030622,0.017057642,0.13528846,0.0016803019,0.0000023503421,0.0007657257,0.000020814223,0.4783076,0.0014082626],"study_design_scores_gemma":[0.025289146,0.0077620326,0.6911202,0.017933603,0.05894678,0.009716466,0.07616628,0.00049475196,0.0016367916,0.0005048263,0.10719849,0.0032306423],"about_ca_topic_score_codex":0.0008790965,"about_ca_topic_score_gemma":0.00022568907,"teacher_disagreement_score":0.37110913,"about_ca_system_score_codex":0.0015156665,"about_ca_system_score_gemma":0.005120358,"threshold_uncertainty_score":0.99979943},"labels":[],"label_agreement":null},{"id":"W4206997071","doi":"10.1007/s00268-021-06419-3","title":"Teaching Trauma in Resource‐Limited Settings: A Scoping Review of Pediatric Trauma Courses","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":12,"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; Montreal Children's Hospital; McGill University; Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Medicine; Pediatric trauma; Mentorship; Checklist; Vascular surgery; Medical emergency; Poison control; Injury prevention; Cardiac surgery; Medical education; Surgery; Psychology","score_opus":0.12482640736003243,"score_gpt":0.3831464912367994,"score_spread":0.25832008387676697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206997071","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017739862,0.9926366,9.963892e-7,0.00051841134,0.00094709283,0.0007288872,0.000021182606,0.000022101658,0.004947279],"genre_scores_gemma":[0.00004487847,0.9976799,0.0001552824,0.0003947686,0.0012911316,0.000038751,0.00003762408,0.00009544464,0.00026221786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99277055,0.0009168589,0.0043726237,0.00035540402,0.0010743546,0.00051018206],"domain_scores_gemma":[0.99302804,0.002713378,0.003502617,0.0003828826,0.00017542593,0.00019766949],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0054588537,0.00056026067,0.0064391633,0.0031505637,0.00014018794,0.000011015471,0.0002924772,0.00012303962,0.00076681166],"category_scores_gemma":[0.0014527078,0.00044481232,0.0027355545,0.0021272774,0.0000686595,0.00011977672,0.00009817472,0.002260916,0.00000331686],"study_design_candidate":"systematic_review","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":[0.000028978655,0.00015496927,0.0005385443,0.31697387,0.0002795583,0.00044949158,0.00013622653,3.2853313e-7,4.9387634e-8,0.0000025126255,0.024801914,0.65663356],"study_design_scores_gemma":[0.00016934016,0.000049057864,0.00014717311,0.43505892,0.002141661,0.0004213414,0.00013658065,4.1859266e-8,1.3998198e-7,0.0000012831447,0.5616785,0.00019592857],"about_ca_topic_score_codex":0.000020339548,"about_ca_topic_score_gemma":0.00001868509,"teacher_disagreement_score":0.65643764,"about_ca_system_score_codex":0.00029335418,"about_ca_system_score_gemma":0.0010048408,"threshold_uncertainty_score":0.9998004},"labels":[],"label_agreement":null},{"id":"W4210292173","doi":"10.1007/s00268-022-06456-6","title":"The Impact of Hospital Surgical Volume on Healthcare Utilization Outcomes After Pediatric Thyroidectomy","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Thyroid and Parathyroid Surgery","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":true,"ca_institutions":"Institute of Health Services and Policy Research; Health Sciences Centre; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Toronto East General Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Quartile; Thyroidectomy; Health care; Healthcare Cost and Utilization Project; Emergency medicine; Retrospective cohort study; Pediatric surgery; Cardiothoracic surgery; Cohort; Population; Emergency department; Pediatrics; General surgery; Surgery; Thyroid; Internal medicine; Environmental health; Nursing","score_opus":0.03400974808203839,"score_gpt":0.31574622523959367,"score_spread":0.2817364771575553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210292173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980709,0.01305243,0.0000039564698,0.0041670613,0.0015828608,0.00016656285,0.00003425393,0.000016108677,0.0002677253],"genre_scores_gemma":[0.99623173,0.0013541282,0.00000997464,0.00018663176,0.00070793333,0.000013691939,0.000011198173,0.000034851084,0.0014498755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698246,0.00037273797,0.0011316715,0.00017029172,0.0009435268,0.0003993279],"domain_scores_gemma":[0.996485,0.0017383919,0.00087593944,0.00031682447,0.0003128264,0.00027099834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018429002,0.00022274013,0.000827156,0.0007646055,0.00023909465,0.000025678039,0.00014657839,0.00004484313,0.00038320874],"category_scores_gemma":[0.00029797317,0.00013589475,0.0012773687,0.0010145606,0.00006858674,0.00012153309,0.00006314584,0.0007203767,0.0000117936015],"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":[0.0019067968,0.00041090557,0.9241216,0.000019321225,0.00013025518,0.0007485595,0.00014818138,0.00012939757,0.000010665742,0.000031170264,0.070983134,0.0013599824],"study_design_scores_gemma":[0.0008345856,0.00072629005,0.98041093,0.00003459286,0.00007875214,0.00032090655,0.0001610266,0.000028099355,0.000019768057,0.00005523754,0.017170448,0.00015933302],"about_ca_topic_score_codex":0.00003330135,"about_ca_topic_score_gemma":0.0000039585602,"teacher_disagreement_score":0.056289334,"about_ca_system_score_codex":0.00023783985,"about_ca_system_score_gemma":0.00074990565,"threshold_uncertainty_score":0.5541627},"labels":[],"label_agreement":null},{"id":"W4210540890","doi":"10.1007/s00268-022-06444-w","title":"Surgical Outcomes in Canada and the United States: An Analysis of the ACS‐NSQIP Clinical Registry","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"National Institute on Aging","keywords":"Medicine; Comorbidity; Pancreatectomy; Colectomy; Cardiothoracic surgery; Cardiac surgery; Abdominal surgery; Retrospective cohort study; Surgery; Vascular surgery; General surgery; Esophagectomy; Perioperative; Odds ratio; Cohort; Emergency medicine; Internal medicine; Disease","score_opus":0.040546953783463666,"score_gpt":0.3200805881219839,"score_spread":0.27953363433852024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210540890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990678,0.000395467,9.85516e-7,0.008471288,0.00029940958,0.000052743504,0.000017257205,0.0000015743448,0.00008326068],"genre_scores_gemma":[0.99715054,0.0002477744,0.0000049745477,0.0021807663,0.00006201444,0.0000013027452,0.000010919209,0.0000068421277,0.00033485433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974911,0.00074458343,0.0009691723,0.00009340767,0.00055400626,0.00014771521],"domain_scores_gemma":[0.99533707,0.00356919,0.00060528034,0.0002788337,0.00008762547,0.00012197803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030268754,0.00008856623,0.0008568851,0.0004797536,0.00008298449,0.000008695757,0.00016247772,0.000020833917,0.00022617864],"category_scores_gemma":[0.00044023953,0.000042451025,0.00036177828,0.0014150579,0.00017896367,0.00003390674,0.00006139257,0.00075231644,5.050877e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082132505,0.00009720429,0.9924786,0.0000069996063,0.00058093,0.0005094136,0.0002125865,0.0015657973,7.779693e-7,0.000022088609,0.002925093,0.0007791873],"study_design_scores_gemma":[0.0010581895,0.000020460702,0.9802789,0.000025825077,0.00057808537,0.000116556876,0.0014716377,0.0005777747,0.000003792247,0.000027905333,0.0157917,0.000049134065],"about_ca_topic_score_codex":0.2737602,"about_ca_topic_score_gemma":0.45961186,"teacher_disagreement_score":0.18585166,"about_ca_system_score_codex":0.00012091317,"about_ca_system_score_gemma":0.00092733663,"threshold_uncertainty_score":0.7310759},"labels":[],"label_agreement":null},{"id":"W4210550207","doi":"10.1007/s00268-021-06413-9","title":"Omental Procedures During Peritoneal Dialysis Insertion: A Systematic Review and Meta‐Analysis","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Meta-analysis; Relative risk; Cochrane Library; Catheter; Surgery; Abdominal surgery; Peritonitis; Confidence interval; Systematic review; MEDLINE; Internal medicine","score_opus":0.0808660746044063,"score_gpt":0.3281846487179285,"score_spread":0.2473185741135222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210550207","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013835013,0.9983268,0.0000015029651,0.0003851261,0.00009743203,0.0009784447,0.000023092427,0.000012711333,0.00016110606],"genre_scores_gemma":[0.00015197595,0.9968448,0.00002209184,0.00040670077,0.00014991377,0.00027703797,0.00006250278,0.00004416779,0.0020408102],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99502057,0.00067719945,0.0026939253,0.00033928506,0.0010116621,0.000257378],"domain_scores_gemma":[0.996052,0.00046299785,0.0026266607,0.0004159475,0.000111087924,0.00033127988],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002104224,0.0004849753,0.013610457,0.0029964359,0.0001545412,0.00008245737,0.00017985758,0.000050649836,0.0027755199],"category_scores_gemma":[0.00031504442,0.00028902854,0.010903037,0.0030911006,0.00004979618,0.00011855394,0.00015697305,0.00044521104,0.0000068111817],"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":[0.000012317037,0.00014563893,0.000013219704,0.68902564,0.30855116,0.0004971585,0.000013305442,9.607717e-7,4.3121382e-8,0.000002572447,0.0005569898,0.0011809914],"study_design_scores_gemma":[0.00007393188,0.000014343351,0.000032005773,0.08071142,0.83271414,0.00041547944,0.00002754434,3.376043e-7,6.4259886e-8,0.0000010388188,0.08579927,0.0002104229],"about_ca_topic_score_codex":0.0000048729903,"about_ca_topic_score_gemma":0.000007694174,"teacher_disagreement_score":0.6083142,"about_ca_system_score_codex":0.00022897017,"about_ca_system_score_gemma":0.00033372323,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W4211229530","doi":"10.1007/s00268-018-4844-y","title":"Guidelines for Perioperative Care in Elective Colorectal Surgery: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations: 2018","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2036,"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; Montreal General Hospital","funders":"","keywords":"Medicine; Protocol (science); Colorectal surgery; Guideline; Quality of evidence; Vascular surgery; Perioperative; Grading (engineering); Randomized controlled trial; Cardiothoracic surgery; Evidence-based medicine; Abdominal surgery; MEDLINE; Surgery; General surgery; Intensive care medicine; Medical physics; Cardiac surgery; Alternative medicine","score_opus":0.08950205300154972,"score_gpt":0.37055522900293525,"score_spread":0.2810531760013855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211229530","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048774374,0.98508966,0.0004343509,0.0007899271,0.0061290623,0.0019712995,0.0004527312,0.000076083226,0.00017944572],"genre_scores_gemma":[0.0005076309,0.9851018,0.0035489476,0.0011715795,0.005427694,0.0010380603,0.0007896448,0.00038423002,0.002030393],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9878041,0.0012433812,0.0071336622,0.0012977652,0.0010288252,0.0014922289],"domain_scores_gemma":[0.9689186,0.020800043,0.004194132,0.00079209224,0.004750424,0.0005446918],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0068941233,0.0016142437,0.010126943,0.004081133,0.00028086265,0.00020557466,0.0003461727,0.0009482766,0.0006201408],"category_scores_gemma":[0.0075257625,0.0013529591,0.009890736,0.0031381086,0.0003506282,0.0011946819,0.00015433699,0.0019769378,0.00006200873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030661947,0.00034812058,0.0015250503,0.012043424,0.002306768,0.0003000287,0.0007993273,0.000011683236,0.000009349456,8.8e-7,0.4052905,0.5742987],"study_design_scores_gemma":[0.0005345584,0.0002375338,0.00020291148,0.08991015,0.0014253417,0.0006522752,0.0006524003,0.000012227132,0.00022299966,0.000021740902,0.9048107,0.0013171629],"about_ca_topic_score_codex":0.00002305211,"about_ca_topic_score_gemma":0.0001362445,"teacher_disagreement_score":0.5729815,"about_ca_system_score_codex":0.0027657426,"about_ca_system_score_gemma":0.009137375,"threshold_uncertainty_score":0.9996605},"labels":[],"label_agreement":null},{"id":"W4214665069","doi":"10.1007/s00268-022-06481-5","title":"Prehospital Airway Management for Trauma Patients by First Responders in Six Sub‐Saharan African Countries and Five Other Low‐ and Middle‐Income Countries: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","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; Psychological intervention; Emergency medical services; First responder; Scopus; Prehospital Emergency Care; Inclusion (mineral); MEDLINE; Intervention (counseling); Emergency medicine; Medical emergency; Nursing","score_opus":0.044905519051185776,"score_gpt":0.30739720153148453,"score_spread":0.26249168248029875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214665069","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012332114,0.9947635,0.0000015034589,0.0005273969,0.00065548887,0.0023118216,0.00020129103,0.000011341206,0.00029447448],"genre_scores_gemma":[0.000317838,0.9983817,0.000027353957,0.0003573079,0.00011621106,0.00024349148,0.000034980345,0.000074606214,0.00044652252],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964782,0.00016361944,0.0018961858,0.0003951143,0.00061697577,0.00044992458],"domain_scores_gemma":[0.9969265,0.0013966514,0.0011348785,0.00021298113,0.00015363403,0.00017535554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014388558,0.0005048807,0.0031894501,0.00089663704,0.00020982485,0.000036706813,0.00013489537,0.00008010246,0.00021347437],"category_scores_gemma":[0.00021698256,0.0004017574,0.0006140883,0.0005777758,0.00017459964,0.0001699917,0.00009037415,0.0004237184,0.0000016035991],"study_design_candidate":"systematic_review","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":[0.0006520901,0.00020358716,0.0066287834,0.7365375,0.0014160495,0.00022187315,0.00068163784,2.867492e-7,7.1256796e-9,0.000014551311,0.045574747,0.20806886],"study_design_scores_gemma":[0.00060099096,0.00014354712,0.000655674,0.3874242,0.00091425644,0.000026619045,0.00010646059,7.9374026e-8,1.142824e-7,0.0000026362982,0.60988736,0.00023802464],"about_ca_topic_score_codex":0.000017034838,"about_ca_topic_score_gemma":0.000156148,"teacher_disagreement_score":0.56431264,"about_ca_system_score_codex":0.0003282819,"about_ca_system_score_gemma":0.00021920142,"threshold_uncertainty_score":0.9998434},"labels":[],"label_agreement":null},{"id":"W4220803254","doi":"10.1007/s00268-022-06529-6","title":"Surgical Simulation Training for Medical Students: Strategies and Implications in Botswana","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Vancouver General Hospital; Royal Columbian Hospital","funders":"","keywords":"Cardiothoracic surgery; Vascular surgery; Abdominal surgery; Cardiac surgery; Medicine; Training (meteorology); Medical education; General surgery; Surgery; Geography","score_opus":0.10610417900339092,"score_gpt":0.3962538547452882,"score_spread":0.29014967574189726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220803254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934422,0.0005984331,0.00051927794,0.0041773985,0.00018807747,0.00014688841,0.000003391684,0.000013617742,0.00091074413],"genre_scores_gemma":[0.9991487,0.000040320483,0.000103513536,0.00041020213,0.00018335048,0.000012033056,0.000009336904,0.00001116057,0.000081332226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831843,0.00009329539,0.0006587396,0.000108661334,0.0006524891,0.00016840387],"domain_scores_gemma":[0.9965067,0.0029610677,0.0002027369,0.00006249499,0.000083062856,0.00018393697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002466683,0.00007713915,0.00036666766,0.00046433497,0.00012039172,0.00004470864,0.000075298965,0.000029682868,0.0005639171],"category_scores_gemma":[0.00035761393,0.00006796496,0.0001427206,0.00041312526,0.000043349195,0.00016042274,0.000036441736,0.00032467622,2.9566203e-7],"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":[0.0024606169,0.0006982614,0.7018838,0.00006874887,0.00019451277,0.0008450429,0.0015059025,0.028170088,0.00002306928,0.0071176407,0.0003890735,0.25664327],"study_design_scores_gemma":[0.009185577,0.0001894194,0.80942565,0.00024965464,0.00008931168,0.0008051592,0.004992075,0.01104186,0.0000029316561,0.0023891202,0.16141099,0.00021826138],"about_ca_topic_score_codex":0.000003001682,"about_ca_topic_score_gemma":0.000008545779,"teacher_disagreement_score":0.25642502,"about_ca_system_score_codex":0.0000664571,"about_ca_system_score_gemma":0.00032290016,"threshold_uncertainty_score":0.6174497},"labels":[],"label_agreement":null},{"id":"W4220971995","doi":"10.1007/s00268-022-06498-w","title":"An International Registry of Peritoneal Carcinomatosis from Appendiceal Goblet Cell Carcinoma Treated with Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Intraperitoneal and Appendiceal Malignancies","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":"Université de Montréal","funders":"","keywords":"Medicine; Hyperthermic intraperitoneal chemotherapy; Surgery; Cardiothoracic surgery; Chemotherapy; Lymph node; Cytoreductive surgery; Carcinoma; Surgical oncology; Internal medicine; Cancer; Ovarian cancer","score_opus":0.015558227826146262,"score_gpt":0.22798342012511494,"score_spread":0.21242519229896867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220971995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99637645,0.0012540654,0.000004632254,0.0010263196,0.00054031116,0.00015734382,0.00019282196,0.000022979124,0.00042507437],"genre_scores_gemma":[0.997965,0.00023465205,0.00038744745,0.00034879634,0.0007299645,0.000013781287,0.00011469295,0.00006214648,0.0001435575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973234,0.00019087212,0.00094377156,0.00035663118,0.0008155301,0.00036978576],"domain_scores_gemma":[0.9977774,0.0004204328,0.00092389813,0.00032313704,0.00025543539,0.00029971672],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053311995,0.00032468163,0.0011198013,0.0006747137,0.00020089104,0.00004544407,0.0002490054,0.00007004938,0.0007668528],"category_scores_gemma":[0.000018490637,0.00026863697,0.00032255193,0.00045665159,0.00035002665,0.00034258395,0.000052906867,0.0005604093,0.0000010695622],"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":[0.0056774435,0.00080848415,0.8879531,0.0000970665,0.00032684868,0.0015569828,0.00097039755,0.00001853156,0.09709113,0.000020226891,0.0011091206,0.004370643],"study_design_scores_gemma":[0.0021961576,0.0008670383,0.8968301,0.00028128395,0.0003331033,0.005266527,0.004408934,0.00010557581,0.08484052,0.000027884067,0.004356407,0.00048649346],"about_ca_topic_score_codex":0.0008848425,"about_ca_topic_score_gemma":0.000018089257,"teacher_disagreement_score":0.012250611,"about_ca_system_score_codex":0.00018019704,"about_ca_system_score_gemma":0.0005293815,"threshold_uncertainty_score":0.9999766},"labels":[],"label_agreement":null},{"id":"W4221060581","doi":"10.1007/s00268-022-06524-x","title":"Surgical Task‐Sharing in the Western Canadian Arctic: A Networked Model Between Family Physicians with Enhanced Surgical Skills and Specialist Surgeons","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"International Institute for Child Rights and Development; University of Calgary; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Facilitator; Nursing; Stakeholder; Surgical team; Surgery; Psychology; Public relations","score_opus":0.0442324831467282,"score_gpt":0.31931971147391447,"score_spread":0.27508722832718624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221060581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988684,0.00036055126,0.00001735464,0.0059951306,0.0006131263,0.0003563801,0.00004663133,0.000008644278,0.0039181607],"genre_scores_gemma":[0.9959037,0.000312466,0.00001598141,0.0015553492,0.0009538102,0.00005375489,0.000014470932,0.000031035037,0.0011594354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963021,0.0007703872,0.00094938424,0.00024080073,0.00041118913,0.0013261049],"domain_scores_gemma":[0.9960756,0.0027710844,0.00054846075,0.00020645853,0.00017860148,0.0002198362],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038070546,0.00020625532,0.0008633111,0.0004756582,0.0031659422,0.000024637468,0.00028444733,0.0000700943,0.00012322735],"category_scores_gemma":[0.000043316883,0.00014802605,0.00015981236,0.0006944879,0.000111546906,0.00010647493,0.00018586052,0.0016377909,0.000005133762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002038556,0.00013163962,0.9693582,0.000034180823,0.00011578692,0.0018042005,0.017068375,0.002425108,9.561214e-7,0.00018425957,0.007469345,0.0012040738],"study_design_scores_gemma":[0.0020787276,0.00016415646,0.74856806,0.0004556196,0.00013142375,0.00030081655,0.018795189,0.00018042301,5.3715667e-7,0.00037674146,0.2284252,0.0005231176],"about_ca_topic_score_codex":0.058342382,"about_ca_topic_score_gemma":0.62744033,"teacher_disagreement_score":0.56909794,"about_ca_system_score_codex":0.0007059754,"about_ca_system_score_gemma":0.0012300225,"threshold_uncertainty_score":0.9981318},"labels":[],"label_agreement":null},{"id":"W4223437334","doi":"10.1007/s00268-022-06530-z","title":"A Journey Undertaken by Families to Access General Surgical Care for their Children at Muhimbili National Hospital, Tanzania; Prospective Observational Cohort Study","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Medicine; Tanzania; Observational study; Cohort; Family medicine; Incidence (geometry); Health care; Prospective cohort study; Cohort study; Descriptive statistics; Emergency medicine; Pediatrics; Surgery; Internal medicine","score_opus":0.04978158091717248,"score_gpt":0.3332749590274442,"score_spread":0.2834933781102717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223437334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904889,0.0014625586,0.000010646205,0.0040215673,0.0011653644,0.0017811583,0.00042004106,0.000024846131,0.000624913],"genre_scores_gemma":[0.99522185,0.000082463965,0.00010223872,0.0020524515,0.00080335495,0.00025529874,0.00027314748,0.000041653562,0.0011675117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616385,0.00019537589,0.0011249966,0.00037445224,0.0015916366,0.0005496757],"domain_scores_gemma":[0.99636567,0.0010922143,0.00054541265,0.00017983066,0.0012876671,0.0005292098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002025692,0.0002724703,0.0009394435,0.0006116346,0.0006577109,0.000061834864,0.00024737915,0.000048224698,0.00038360636],"category_scores_gemma":[0.00045755887,0.00022783123,0.00050486566,0.0008835422,0.000052946605,0.00024436548,0.00018427931,0.00046729686,0.0000032729606],"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":[0.0014660127,0.00082796655,0.8226394,0.000029273124,0.0003091658,0.000090159825,0.0006068771,0.00014534265,0.000012424604,0.00010578357,0.17339216,0.0003754088],"study_design_scores_gemma":[0.0017441137,0.00055152696,0.9533553,0.00005061726,0.00008249425,0.0003821406,0.0022190858,0.000015236734,0.000035394343,0.00013546145,0.041193336,0.00023526569],"about_ca_topic_score_codex":0.0000776459,"about_ca_topic_score_gemma":0.00009394643,"teacher_disagreement_score":0.13219883,"about_ca_system_score_codex":0.0015455739,"about_ca_system_score_gemma":0.0014265456,"threshold_uncertainty_score":0.9290688},"labels":[],"label_agreement":null},{"id":"W4224236485","doi":"10.1007/s00268-022-06550-9","title":"Open Versus Laparoscopic Surgical Management of Rectus Diastasis: Systematic Review and Pooled Analysis of Complications and Recurrence Rates","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":15,"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; McGill University Health Centre","funders":"","keywords":"Medicine; Diastasis; Vascular surgery; Abdominal surgery; Surgery; Cardiothoracic surgery; Cardiac surgery; Laparoscopic surgery; Laparoscopy; General surgery","score_opus":0.148792192191843,"score_gpt":0.4082804138607779,"score_spread":0.2594882216689349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224236485","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043625805,0.99680746,0.0000050833587,0.00019251842,0.00012230127,0.0015161633,0.000035969573,0.00000431191,0.0012725998],"genre_scores_gemma":[0.00028020403,0.9991112,0.00016385435,0.00004712376,0.000010858882,0.00012284526,0.00003606409,0.000016739665,0.0002111305],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.996295,0.0006226416,0.0022578053,0.00024527643,0.0004269655,0.00015234416],"domain_scores_gemma":[0.995109,0.0016726368,0.0024606308,0.0004749066,0.00013380236,0.00014898031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031004595,0.00024505105,0.005894715,0.0011011887,0.000048901253,0.000024630155,0.0002827108,0.000035725097,0.0002607747],"category_scores_gemma":[0.00020712153,0.00017557322,0.00079508714,0.0018407893,0.00007171536,0.00007159928,0.0003665064,0.00025808418,9.908924e-7],"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":[0.00005676463,0.000162066,0.00014553069,0.8626406,0.01713032,0.00013223903,0.000019503048,5.7004576e-7,1.5183945e-8,0.0001343931,0.0013552625,0.118222736],"study_design_scores_gemma":[0.0005310526,0.000079510726,0.00049270707,0.5172213,0.17371406,0.00009968174,0.00009033628,0.0000023696641,1.4131655e-7,0.0000045773504,0.3076037,0.00016062523],"about_ca_topic_score_codex":0.000012045736,"about_ca_topic_score_gemma":0.000006157983,"teacher_disagreement_score":0.34541935,"about_ca_system_score_codex":0.000083000334,"about_ca_system_score_gemma":0.00014883513,"threshold_uncertainty_score":0.7159668},"labels":[],"label_agreement":null},{"id":"W4225569155","doi":"10.1007/s00268-022-06450-y","title":"ERAS Society Recommendations for Improving Perioperative Care in Low‐ and Middle‐Income Countries through Implementation of Existing Tools and Programs: An Urgent Need for the Surgical Safety Checklist and Enhanced Recovery After Surgery","year":2022,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Checklist; Medicine; Vascular surgery; Low and middle income countries; Cardiothoracic surgery; Abdominal surgery; Perioperative; Cardiac surgery; Patient safety; Nursing; Medical emergency; Business; Developing country; Surgery; Health care; Economic growth","score_opus":0.05803236246696723,"score_gpt":0.33079664907980816,"score_spread":0.2727642866128409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225569155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7081649,0.023038873,0.00022328718,0.26166725,0.0014956972,0.0042077405,0.0010554063,0.000029890873,0.00011696535],"genre_scores_gemma":[0.76624787,0.039745465,0.012020648,0.15854435,0.009884558,0.0033930456,0.005555927,0.00055966194,0.00404847],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709827,0.00027231922,0.0014920923,0.0003450382,0.0003958571,0.0003964093],"domain_scores_gemma":[0.9871041,0.011306326,0.0008966256,0.00016749174,0.00039944233,0.00012601221],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023971356,0.00034067762,0.001715326,0.00024537597,0.0003163431,0.00016622464,0.00006023888,0.00017485158,0.0001367027],"category_scores_gemma":[0.0004114943,0.0002502332,0.00090113183,0.0002249252,0.00021558306,0.00038636546,0.000056319255,0.0006936038,3.28216e-8],"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":[0.034653775,0.00047124765,0.5333941,0.03660015,0.0049165157,0.0017432506,0.05261427,0.000023965154,0.00012656496,0.00037395628,0.040263295,0.2948189],"study_design_scores_gemma":[0.00303648,0.0004859648,0.032331754,0.0025807875,0.00090077176,0.0005176923,0.019916154,0.000019014567,0.00013698329,0.000023064918,0.93948656,0.0005647727],"about_ca_topic_score_codex":0.0000940089,"about_ca_topic_score_gemma":0.00011360426,"teacher_disagreement_score":0.89922327,"about_ca_system_score_codex":0.00025062097,"about_ca_system_score_gemma":0.00062601705,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W4243436549","doi":"10.1007/s00268-003-1020-8","title":"Invited Commentary","year":2003,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"De Veber; University of Toronto","funders":"","keywords":"Abdominal surgery; Vascular surgery; Medicine; Cardiac surgery; Cardiothoracic surgery; General surgery; Surgery","score_opus":0.05147537893611211,"score_gpt":0.29318539148264955,"score_spread":0.24171001254653746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243436549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93141013,0.002102522,0.000049768034,0.06247216,0.0007921439,0.000046623103,0.0000010948088,0.00000969319,0.0031158377],"genre_scores_gemma":[0.95485586,0.00021302701,0.00089371053,0.043403555,0.00028841663,4.7568668e-7,0.000001484386,0.000012293784,0.00033120476],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911076,0.00006230983,0.00042649137,0.000049466977,0.00021247711,0.00013848131],"domain_scores_gemma":[0.9991553,0.00031051913,0.00019835692,0.00009243365,0.00010174512,0.00014167973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060519285,0.00007731494,0.0003479091,0.00035642576,0.000039904768,0.000008771632,0.000031520514,0.000021048616,0.0002662084],"category_scores_gemma":[0.00017112323,0.000058185225,0.00021567402,0.0002594623,0.000059184338,0.00011436044,0.0000051568154,0.00022307917,0.0000068357954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029107247,0.00013452694,0.20687103,0.000026392505,0.00009308589,0.00039422218,0.000058901234,4.3108494e-7,0.0011964587,0.000050731796,0.78564376,0.0052393787],"study_design_scores_gemma":[0.00059365405,0.000090217334,0.0632924,0.00031596952,0.000107964064,0.0010352501,0.00021343307,8.48091e-7,0.009726736,0.00029144128,0.92424214,0.0000899539],"about_ca_topic_score_codex":0.0000026469727,"about_ca_topic_score_gemma":0.0000016799577,"teacher_disagreement_score":0.14357863,"about_ca_system_score_codex":0.000037588623,"about_ca_system_score_gemma":0.000029676978,"threshold_uncertainty_score":0.29147953},"labels":[],"label_agreement":null},{"id":"W4246381444","doi":"10.1007/s00268-007-9208-y","title":"Invited Commentary","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Abdominal surgery; Vascular surgery; Cardiac surgery; Medicine; Cardiothoracic surgery; General surgery; Surgery","score_opus":0.04930616370361639,"score_gpt":0.3132828339610004,"score_spread":0.26397667025738397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246381444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9325786,0.0011791869,0.0001588735,0.06399543,0.0006602976,0.00003626931,8.103233e-7,0.000009907819,0.0013806167],"genre_scores_gemma":[0.9491169,0.0001196181,0.0008361964,0.04884838,0.0008454321,1.4890644e-7,0.0000022168133,0.000011473174,0.00021966544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989692,0.000020783513,0.0005339172,0.000048068883,0.00025400915,0.00017403763],"domain_scores_gemma":[0.9988916,0.0004976011,0.00023168538,0.0000871169,0.000118365235,0.00017361644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012107926,0.00007587471,0.0003354577,0.00052651454,0.000038839833,0.0000072726425,0.0000406615,0.00002442019,0.000129794],"category_scores_gemma":[0.00009236165,0.000057296045,0.0002177487,0.00029272932,0.000068454814,0.00011706915,0.000010836342,0.00025263111,0.0000058334085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010700801,0.00013061955,0.2785473,0.000026921109,0.00008944542,0.000966538,0.00008437493,1.7927253e-7,0.0024930967,0.000010437546,0.6851104,0.03147061],"study_design_scores_gemma":[0.0005562279,0.00010614907,0.39544764,0.00037474986,0.00009925068,0.0009009675,0.00028916658,9.660856e-7,0.012070931,0.00011342688,0.58995175,0.000088784414],"about_ca_topic_score_codex":0.0000061168544,"about_ca_topic_score_gemma":0.0000072398802,"teacher_disagreement_score":0.116900355,"about_ca_system_score_codex":0.000048951326,"about_ca_system_score_gemma":0.000018065917,"threshold_uncertainty_score":0.23364648},"labels":[],"label_agreement":null},{"id":"W4246821752","doi":"10.1007/s00268-007-9035-1","title":"Invited commentary","year":2007,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Cardiac surgery; Medicine; General surgery; Surgery","score_opus":0.31276741989838,"score_gpt":0.4406842801483068,"score_spread":0.12791686024992682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246821752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5714718,0.011137878,0.0003267356,0.40515235,0.008402488,0.00052263495,0.000014026219,0.00008754968,0.0028845253],"genre_scores_gemma":[0.87780726,0.00027106586,0.0014042808,0.11955006,0.0007773599,0.000005763991,0.000011663955,0.000026201038,0.00014631849],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965585,0.00075899414,0.0017513812,0.000086460124,0.00038893806,0.0004557556],"domain_scores_gemma":[0.9906079,0.0067817853,0.0013604972,0.00041584982,0.0005418157,0.00029212853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026525084,0.000111793575,0.00037868126,0.00083886273,0.00048805526,0.0000049057235,0.0002916053,0.00007959768,0.00023732954],"category_scores_gemma":[0.0005608033,0.00009878783,0.00015912311,0.0006470609,0.000059706956,0.00023281881,0.00011480713,0.0012271912,0.00003876519],"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":[0.00012248481,0.000045290137,0.5119569,0.00006500779,0.000021816182,0.000026310376,0.0012664058,9.871363e-7,0.000059662085,0.000028940482,0.4809289,0.005477342],"study_design_scores_gemma":[0.0004903379,0.000023202145,0.23926231,0.0008790298,0.000017582877,0.000017168913,0.005286893,0.0000053239078,0.000089712004,0.0004552259,0.7533425,0.00013068978],"about_ca_topic_score_codex":0.00014978048,"about_ca_topic_score_gemma":0.00033658373,"teacher_disagreement_score":0.30633548,"about_ca_system_score_codex":0.0003389821,"about_ca_system_score_gemma":0.00012432602,"threshold_uncertainty_score":0.5331603},"labels":[],"label_agreement":null},{"id":"W4281741732","doi":"10.1007/s00268-022-06587-w","title":"Guidelines for Perioperative Care in Elective Abdominal and Pelvic Surgery at Primary and Secondary Hospitals in Low–Middle‐Income Countries (LMIC's): Enhanced Recovery After Surgery (ERAS) Society Recommendation","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Örebro Universitet; World Bank Group","keywords":"Medicine; Guideline; Grading (engineering); Psychological intervention; Perioperative; Randomized controlled trial; Vascular surgery; Abdominal surgery; Quality of evidence; Cardiothoracic surgery; General surgery; Family medicine; Nursing; Surgery; Cardiac surgery","score_opus":0.042510999002988416,"score_gpt":0.3174733282551906,"score_spread":0.27496232925220215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281741732","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12040703,0.8748941,0.000034543318,0.00042741123,0.002377175,0.0013931904,0.0003491306,0.000025067426,0.00009238315],"genre_scores_gemma":[0.0024570723,0.99291396,0.00058174494,0.0011210258,0.00081522274,0.00070828205,0.00060411304,0.00021862547,0.00057996134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121284,0.0009545689,0.0050599277,0.0010856452,0.0007080357,0.0009789623],"domain_scores_gemma":[0.97634166,0.01900195,0.0030111307,0.00040062316,0.00091653265,0.0003280763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0062257047,0.0011643796,0.007594307,0.0034199045,0.00024616322,0.0001512774,0.00014944124,0.000492459,0.0006242504],"category_scores_gemma":[0.0019696862,0.0010587084,0.0026238612,0.001429173,0.0002703384,0.0012029475,0.00027659276,0.0018615021,0.0000033020458],"study_design_candidate":"design_other","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":[0.0060259663,0.00018232262,0.029015006,0.060512964,0.0010288394,0.00081752194,0.0010920686,0.000004032317,0.000014731653,7.5369314e-7,0.007941883,0.8933639],"study_design_scores_gemma":[0.0020673687,0.00035963155,0.034010712,0.14446771,0.0014043505,0.0022999574,0.0010531882,0.000009504066,0.00016217952,0.000028906059,0.8117027,0.0024337503],"about_ca_topic_score_codex":0.00002113638,"about_ca_topic_score_gemma":0.00022685308,"teacher_disagreement_score":0.8909302,"about_ca_system_score_codex":0.00338611,"about_ca_system_score_gemma":0.0047873515,"threshold_uncertainty_score":0.99918634},"labels":[],"label_agreement":null},{"id":"W4285083574","doi":"10.1007/s00268-022-06627-5","title":"Generation of Cross‐Specialty Consensus Statements on Soft Tissue Management via a Modified Delphi Method","year":2022,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Delphi Technique in Research","field":"Social Sciences","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":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"Ethicon; AO Foundation","keywords":"Specialty; Delphi method; Delphi; Curriculum; Medicine; Medical education; Voting; Set (abstract data type); Process (computing); Computer science; Psychology; Family medicine; Politics; Artificial intelligence; Political science","score_opus":0.5392462673200081,"score_gpt":0.5756031924478618,"score_spread":0.03635692512785371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285083574","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038330294,0.97202,0.005508091,0.0004915102,0.0031812212,0.0016905993,0.000086182015,0.00005049641,0.016933614],"genre_scores_gemma":[0.00019159817,0.99106145,0.004089696,0.000051693874,0.0008374205,0.00007728249,0.000023185621,0.00005732056,0.0036103462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910841,0.003042759,0.0023918373,0.0003496207,0.002604236,0.00052744563],"domain_scores_gemma":[0.99255913,0.0035496585,0.002839752,0.00039657543,0.00042964745,0.00022525912],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017207323,0.00031961966,0.0018091602,0.002118035,0.0004587478,0.00017946457,0.00077022257,0.00015735195,0.0016091965],"category_scores_gemma":[0.00078723574,0.00029327124,0.0007867638,0.0015588795,0.00027397898,0.00017077205,0.00020153157,0.000911395,0.00001537723],"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":[0.000047821017,0.0001610057,0.000009605792,0.0015426732,0.0003153404,0.0004417239,0.0001738294,0.00007965455,0.0000018468521,0.0017008494,0.030172864,0.9653528],"study_design_scores_gemma":[0.000108363594,0.000040984505,0.000005169886,0.0018937814,0.00020209016,0.000021186113,0.0000953076,0.000009768381,0.000011047033,0.00071073236,0.9966691,0.00023244382],"about_ca_topic_score_codex":0.00023517945,"about_ca_topic_score_gemma":0.00016407523,"teacher_disagreement_score":0.9664963,"about_ca_system_score_codex":0.0010069582,"about_ca_system_score_gemma":0.0011410817,"threshold_uncertainty_score":0.99995196},"labels":[],"label_agreement":null},{"id":"W4285593008","doi":"10.1007/s00268-022-06651-5","title":"Modeling the Scale‐up of Surgical Services for Children with Surgically Treatable Congenital Conditions in Somaliland","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"McGill University","funders":"","keywords":"Cardiac surgery; Vascular surgery; Medicine; Cardiothoracic surgery; Abdominal surgery; Scale (ratio); General surgery; Surgery; Cartography; Geography","score_opus":0.021009921957202173,"score_gpt":0.27741115159959984,"score_spread":0.25640122964239764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285593008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99578893,0.0014775638,0.000018229288,0.0017752824,0.00024712563,0.0002667714,0.00012741772,0.0000070876804,0.00029156136],"genre_scores_gemma":[0.9989403,0.00017401925,0.000057456695,0.00029334152,0.00015869978,0.000023306158,0.000069205686,0.000016336815,0.00026732284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980497,0.00013160966,0.0008411663,0.00012966678,0.00047815748,0.00036974877],"domain_scores_gemma":[0.99824715,0.00087230594,0.00030676508,0.00014832843,0.00022661839,0.00019882715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016400417,0.00012897459,0.0006676659,0.00041214377,0.00018997349,0.000012956726,0.000104743405,0.000029752351,0.00020566072],"category_scores_gemma":[0.000021059746,0.000081263024,0.00029112663,0.00054691447,0.00006798349,0.00011402999,0.000032229367,0.00034410114,6.200487e-7],"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":[0.004141007,0.0003537493,0.9881381,0.00011005445,0.00017375262,0.00033985,0.00014484412,0.0039380942,0.000024249095,0.00011395312,0.0019491377,0.0005732078],"study_design_scores_gemma":[0.024100572,0.0014638822,0.8946013,0.0016824522,0.001187331,0.030671025,0.0036379453,0.01381648,0.00026708018,0.00092818664,0.026733436,0.00091034983],"about_ca_topic_score_codex":0.00019631306,"about_ca_topic_score_gemma":0.00024848178,"teacher_disagreement_score":0.09353684,"about_ca_system_score_codex":0.000069664464,"about_ca_system_score_gemma":0.0004963264,"threshold_uncertainty_score":0.331381},"labels":[],"label_agreement":null},{"id":"W4292505803","doi":"10.1007/s00268-022-06682-y","title":"Prevalence and Severity of Burn Scars in Rural Mozambique","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":3,"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":"Fogarty International Center; University of California, San Diego; National Institutes of Health","keywords":"Medicine; Muscle contracture; Burn injury; Scars; Scale (ratio); Physical therapy; Surgery; Geography","score_opus":0.023935760762543234,"score_gpt":0.26810339537173106,"score_spread":0.24416763460918783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292505803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956089,0.0019104959,0.0000035639468,0.001539173,0.00029074537,0.00006914216,0.0000021628105,0.0000037964078,0.00057199853],"genre_scores_gemma":[0.9972091,0.00060180743,0.00008104961,0.0002536879,0.00005505219,0.0000016939549,6.377663e-7,0.0000066397224,0.0017903728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989825,0.00008158188,0.00045872098,0.000058419766,0.00029674562,0.000122033925],"domain_scores_gemma":[0.99934345,0.00019351214,0.00027078183,0.00008876296,0.000046508718,0.000056953028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011665078,0.00006705547,0.00035159418,0.000537319,0.000032387066,0.000005533663,0.00006252211,0.000011841786,0.00035965248],"category_scores_gemma":[0.000052991047,0.00005880982,0.00012056377,0.0003343213,0.00004364219,0.00011435236,0.00007764538,0.00028274104,4.1451474e-7],"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":[0.0003136606,0.000078485784,0.9887337,0.00019350662,0.00003708522,0.0001930227,0.00010791311,0.0000087309745,0.00014176664,0.000062410916,0.003296288,0.006833395],"study_design_scores_gemma":[0.00047546823,0.000052633444,0.9958548,0.00024759147,0.000044713495,0.0002585049,0.00021836798,0.000020281697,0.0001824186,0.00020815853,0.002377353,0.000059702183],"about_ca_topic_score_codex":0.000020699354,"about_ca_topic_score_gemma":0.000006871224,"teacher_disagreement_score":0.007121072,"about_ca_system_score_codex":0.000051639094,"about_ca_system_score_gemma":0.000060445862,"threshold_uncertainty_score":0.39379424},"labels":[],"label_agreement":null},{"id":"W4295092788","doi":"10.1007/s00268-012-1772-0","title":"Guidelines for Perioperative Care in Elective Colonic Surgery: Enhanced Recovery After Surgery (ERAS<sup>®</sup>) Society Recommendations","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1087,"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","funders":"Nutricia Research Foundation","keywords":"Medicine; Perioperative; Vascular surgery; Protocol (science); Colorectal surgery; Randomized controlled trial; Cardiothoracic surgery; Abdominal surgery; Critical appraisal; Cardiac surgery; Intensive care medicine; MEDLINE; Clinical trial; Clinical nutrition; Elective surgery; Evidence-based medicine; General surgery; Surgery; Internal medicine; Alternative medicine; Pathology","score_opus":0.05805498999137869,"score_gpt":0.33546486841607603,"score_spread":0.27740987842469733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295092788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96618444,0.021170717,0.0015846555,0.005935033,0.0039258855,0.00076511287,0.00010519963,0.00006164933,0.00026730742],"genre_scores_gemma":[0.97853005,0.00813716,0.004591716,0.0037805075,0.0027038031,0.00033591784,0.00014763288,0.00014603796,0.001627159],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422324,0.0004790253,0.0029026312,0.0004892186,0.00064298254,0.00126292],"domain_scores_gemma":[0.9847877,0.010445125,0.0012137486,0.0004416208,0.0026127733,0.0004990077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049592783,0.0005999763,0.0023847222,0.001731202,0.00021030723,0.000084233645,0.00013620954,0.00027947428,0.0005116169],"category_scores_gemma":[0.0041409316,0.00054178445,0.0026246088,0.0016962592,0.0001409062,0.0016252589,0.00006664371,0.0009150184,0.00002274742],"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":[0.009228346,0.0010301726,0.53892535,0.00080075447,0.0012066729,0.00016190331,0.006603909,0.00035272856,0.0030493657,0.0000107499145,0.36298057,0.075649485],"study_design_scores_gemma":[0.005088812,0.000736986,0.32821053,0.01815142,0.0015451914,0.0015511323,0.017045405,0.00033214467,0.072147734,0.00022220655,0.5507239,0.0042445604],"about_ca_topic_score_codex":0.000025579038,"about_ca_topic_score_gemma":0.00010834418,"teacher_disagreement_score":0.21071482,"about_ca_system_score_codex":0.0011943892,"about_ca_system_score_gemma":0.0022122299,"threshold_uncertainty_score":0.99970335},"labels":[],"label_agreement":null},{"id":"W4297996396","doi":"10.1007/s00268-022-06713-8","title":"Validation of a Manual Negative Pressure Wound Therapy Device (PragmaVAC) for Acute and Chronic Wounds: A Prospective, Randomized, Controlled Trial","year":2022,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada; Grand Challenges Canada","keywords":"Medicine; Negative-pressure wound therapy; Surgery; Randomized controlled trial; Granulation tissue; Wound care; Clinical trial; Clinical endpoint; Wound healing; Internal medicine","score_opus":0.022243231157051662,"score_gpt":0.3167168199227311,"score_spread":0.2944735887656794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297996396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882644,0.0039831055,0.00063623115,0.0007642735,0.0010600454,0.0049409843,0.000013025161,0.000015642321,0.00032229937],"genre_scores_gemma":[0.9963358,0.00055172405,0.00013363958,0.00009760946,0.00053528626,0.00059562124,0.000008372358,0.000021114092,0.0017208101],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99706936,0.0008133491,0.0012371608,0.00016703534,0.0005419511,0.00017116457],"domain_scores_gemma":[0.99267995,0.004959049,0.0016831005,0.00010725416,0.00048120253,0.0000894244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050111036,0.00016064176,0.0018298036,0.00055647665,0.00015123437,0.000029449646,0.00005412,0.000046530447,0.0013273832],"category_scores_gemma":[0.000851945,0.00011714505,0.0009748669,0.00040494825,0.00009625315,0.00023457647,0.00002809637,0.0003564059,4.4239349e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9876995,0.00050296565,0.0019636115,0.00005309004,0.0037387782,0.000019748963,0.00020768044,0.000082966886,0.0014478101,0.00015467012,0.0004169684,0.0037122124],"study_design_scores_gemma":[0.98477167,0.0010245333,0.0012200869,0.0001302286,0.0017997939,0.00025649203,0.000083933104,0.00013142763,0.0028999494,0.0015760369,0.0059826733,0.00012315912],"about_ca_topic_score_codex":0.000007772791,"about_ca_topic_score_gemma":0.000002451166,"teacher_disagreement_score":0.00807143,"about_ca_system_score_codex":0.00017396522,"about_ca_system_score_gemma":0.00034908365,"threshold_uncertainty_score":0.9995855},"labels":[],"label_agreement":null},{"id":"W4313379658","doi":"10.1007/s00268-022-06872-8","title":"Women Representation on Editorial Boards in Latin America Journals: Promoting Gender Equity in Academic Surgery, Anesthesia, and Obstetrics","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Children's Hospital; McMaster University; McGill University; Impact","funders":"","keywords":"Medicine; Gender equity; Latin Americans; Representation (politics); Editorial board; Anesthesiology; Family medicine; Vascular surgery; Gender disparity; Equity (law); Library science; Demography; Political science; Cardiac surgery; Surgery; Law; Sociology; Gender studies; Anesthesia","score_opus":0.21799416199347993,"score_gpt":0.39998503925243073,"score_spread":0.1819908772589508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313379658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869735,0.0003748093,0.000002271553,0.0043482697,0.007563783,0.00008676056,7.59631e-7,0.000016555947,0.0006332614],"genre_scores_gemma":[0.98993707,0.0028183723,0.0000125216575,0.00028883823,0.006809786,0.000003026541,0.0000012772343,0.000008424354,0.00012071416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624234,0.0006017207,0.0006939909,0.00014822616,0.001854756,0.00045894997],"domain_scores_gemma":[0.99399483,0.0049755606,0.00053741847,0.000072654795,0.00020168725,0.00021783788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013741741,0.00009589804,0.00043948303,0.0018258124,0.0001519361,0.0001120291,0.00021729275,0.00012165797,0.00008247461],"category_scores_gemma":[0.0063047893,0.000092607435,0.00009371836,0.0031242392,0.00014849316,0.0004797849,0.000051563224,0.000859831,0.000007900612],"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":[0.00007036794,0.00004528169,0.8318729,0.000025391257,0.000013770553,0.00051350065,0.019505652,0.000081239945,0.000054731703,0.000016391245,0.085238695,0.06256209],"study_design_scores_gemma":[0.00054862525,0.000040456875,0.90208226,0.00081616075,0.000016843214,0.000014565639,0.05731599,0.000042380852,0.000027682032,0.0027625726,0.036090497,0.00024196596],"about_ca_topic_score_codex":0.00030544683,"about_ca_topic_score_gemma":0.000048170372,"teacher_disagreement_score":0.07020937,"about_ca_system_score_codex":0.00040960682,"about_ca_system_score_gemma":0.00043041861,"threshold_uncertainty_score":0.75478774},"labels":[],"label_agreement":null},{"id":"W4318620473","doi":"10.1007/s00268-023-06928-3","title":"Predictors of Increased Fragility Index Scores in Surgical Randomized Controlled Trials: An Umbrella Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":11,"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 Toronto; McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Sample size determination; Vascular surgery; MEDLINE; Cardiothoracic surgery; Surgery; Cardiac surgery; Statistics","score_opus":0.1436497483027055,"score_gpt":0.405481311810625,"score_spread":0.26183156350791953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318620473","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038803314,0.99384636,0.0000025759055,0.00025362434,0.0010117032,0.0034562573,0.000022059761,0.000031658008,0.0009877598],"genre_scores_gemma":[0.00033518267,0.9973512,0.0000155557,0.00014012217,0.0010850185,0.00012389435,0.00006362486,0.00008793836,0.0007974442],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96255106,0.02159768,0.013257749,0.00041975908,0.0016893509,0.00048438399],"domain_scores_gemma":[0.83146477,0.15843077,0.008237306,0.00066307635,0.0005327261,0.0006713328],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.11526369,0.00078919914,0.0750334,0.0027653922,0.000033556877,0.000031524745,0.00029578398,0.00044161896,0.0004992274],"category_scores_gemma":[0.062941365,0.0004196013,0.026972283,0.0018913065,0.00033361634,0.00012629772,0.0000513073,0.0014560181,0.000011638354],"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":[0.29108495,0.0013209365,0.022253549,0.20054083,0.018663235,0.016682122,0.000041298972,0.0000026826017,1.9581876e-7,0.00023295605,0.005109671,0.4440676],"study_design_scores_gemma":[0.099077515,0.000044025972,0.00048962794,0.24068563,0.016667796,0.0010108065,0.000005800282,0.0000033980884,1.515092e-7,0.00001781854,0.6416818,0.00031563558],"about_ca_topic_score_codex":0.00008882641,"about_ca_topic_score_gemma":0.00001401226,"teacher_disagreement_score":0.6365721,"about_ca_system_score_codex":0.00018248532,"about_ca_system_score_gemma":0.0022942934,"threshold_uncertainty_score":0.9998256},"labels":[],"label_agreement":null},{"id":"W4362507332","doi":"10.1007/s00268-023-06974-x","title":"Predictors and Prognostic Significance of Postoperative Complications for Patients with Intrahepatic Cholangiocarcinoma","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":10,"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 Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Proportional hazards model; Odds ratio; Abdominal surgery; Lymph node; Intrahepatic Cholangiocarcinoma; Gastroenterology; Surgery; Confidence interval","score_opus":0.030827597205547775,"score_gpt":0.2604056036133311,"score_spread":0.2295780064077833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362507332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962232,0.00072275737,0.00008058233,0.0022603879,0.00012168309,0.0004468718,0.000034901474,0.0000135524115,0.00009606968],"genre_scores_gemma":[0.9991473,0.00010205222,0.0003669418,0.00015903951,0.000057644786,0.000034595898,0.000022332184,0.000016084721,0.000094012794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990904,0.000024172208,0.0003940414,0.000113987386,0.00022300197,0.00015440735],"domain_scores_gemma":[0.9981985,0.0007863107,0.0002761028,0.00010308758,0.0005390316,0.000096964366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021090274,0.000105807914,0.0004192916,0.000372763,0.00006674787,0.000009657975,0.000042705255,0.000018190418,0.0000055534197],"category_scores_gemma":[0.00018468607,0.0000744344,0.00010608558,0.00046415682,0.000118623204,0.00008855261,0.000012829038,0.00009861979,8.614816e-7],"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":[0.0003391808,0.000111912996,0.9889381,0.00011719621,0.0002392454,0.000011379631,0.0005719217,0.000003024924,0.00016361293,0.000023827917,0.0077361786,0.0017444143],"study_design_scores_gemma":[0.0009270032,0.0003908769,0.9965572,0.0003659495,0.000183424,0.000016848422,0.00014065125,0.000017438942,0.0001727533,0.000030000854,0.001126371,0.00007152339],"about_ca_topic_score_codex":0.0000063423304,"about_ca_topic_score_gemma":0.000012181974,"teacher_disagreement_score":0.0076190545,"about_ca_system_score_codex":0.000031893785,"about_ca_system_score_gemma":0.00012280229,"threshold_uncertainty_score":0.30353466},"labels":[],"label_agreement":null},{"id":"W4366602745","doi":"10.1007/s00268-023-07019-z","title":"The Influence of Diabetes Mellitus on Mortality of Patients After Lower Extremity Amputation: A Systematic Review and Meta‐analysis","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Diabetic Foot Ulcer Assessment and Management","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":"Department of Education of Liaoning Province; National Natural Science Foundation of China","keywords":"Medicine; Amputation; Meta-analysis; Relative risk; Diabetes mellitus; Internal medicine; Cochrane Library; Cohort study; Diabetic foot; Subgroup analysis; Vascular surgery; Surgery; Cardiac surgery; Confidence interval; Endocrinology","score_opus":0.06828910573911583,"score_gpt":0.3444119613041999,"score_spread":0.27612285556508404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366602745","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014760116,0.99716043,0.0000020398784,0.00010513787,0.00011427543,0.0010643484,0.000026406093,0.0000050085746,0.000046312784],"genre_scores_gemma":[0.009013267,0.9903575,0.000015799647,0.00014887098,0.000019317135,0.00009838956,0.000012466763,0.000022349754,0.00031199466],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9954642,0.0004887342,0.0027817814,0.00019029518,0.0008827208,0.00019225938],"domain_scores_gemma":[0.99289083,0.0023637926,0.0036398266,0.00050240365,0.000495914,0.00010721299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037541643,0.00030815485,0.0072379494,0.0007649932,0.000029389272,0.000023197626,0.0001637201,0.000050980332,0.00005596062],"category_scores_gemma":[0.0005370883,0.00015766897,0.0028584278,0.0014848788,0.00011392241,0.00008286458,0.0000734013,0.00024801222,0.0000031138222],"study_design_candidate":"systematic_review","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":[0.000009715857,0.00015943877,0.003267529,0.85680836,0.13573277,0.000017305021,0.0000085984175,0.000003599757,4.2979025e-9,0.0000140391185,0.00034749365,0.0036311506],"study_design_scores_gemma":[0.00007281811,0.00003564554,0.01158767,0.1759529,0.80582917,5.839463e-7,0.0000040956393,6.104499e-7,1.0648451e-7,0.000028919701,0.0063582943,0.00012919675],"about_ca_topic_score_codex":0.000002969596,"about_ca_topic_score_gemma":0.0000061943265,"teacher_disagreement_score":0.68085545,"about_ca_system_score_codex":0.00005274242,"about_ca_system_score_gemma":0.00013070829,"threshold_uncertainty_score":0.6429554},"labels":[],"label_agreement":null},{"id":"W4367668640","doi":"10.1007/s00268-023-07034-0","title":"The Virtual Face of Colon and Rectal Surgery Training in the USA: An In‐Depth Evaluation and Analysis of Fellowship Programs Website Content","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","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":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Colorectal surgery; Point (geometry); Content analysis; Medical education; World Wide Web; Abdominal surgery; Surgery; Computer science; Sociology","score_opus":0.2698056537476914,"score_gpt":0.36230073204243574,"score_spread":0.09249507829474435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367668640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761724,0.0004336445,0.0000017171736,0.001324855,0.00020185643,0.00010067383,0.0000019493568,0.000002161608,0.0003159073],"genre_scores_gemma":[0.99896455,0.00087581767,0.0000033769795,0.000050491974,0.000044997352,0.0000018014271,0.0000037440216,0.0000020512634,0.00005315611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975801,0.00089530495,0.00042577498,0.00007919311,0.00085433427,0.00016526782],"domain_scores_gemma":[0.9961759,0.0031722898,0.00036097708,0.000062724874,0.00017432161,0.000053821426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024967166,0.000054645465,0.0003542877,0.00062404963,0.00013663572,0.000047142392,0.00013658259,0.00003303354,0.000009058839],"category_scores_gemma":[0.0008515549,0.00003537328,0.00011401139,0.0021158375,0.00040704888,0.00019218048,0.000020456828,0.00015273764,1.3481376e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000848192,0.000027472986,0.8565183,0.000005043234,0.000087766806,0.000015333273,0.026932532,0.000054300268,0.000052827887,0.00014831348,0.00013981132,0.11593345],"study_design_scores_gemma":[0.00013846898,0.0000397466,0.8660334,0.00011091029,0.00017612787,0.0000016545458,0.13291462,0.00015061714,0.000007419193,0.00008824146,0.00030071565,0.000038099082],"about_ca_topic_score_codex":0.0006252676,"about_ca_topic_score_gemma":0.034073826,"teacher_disagreement_score":0.11589535,"about_ca_system_score_codex":0.00003467415,"about_ca_system_score_gemma":0.00020398415,"threshold_uncertainty_score":0.9835518},"labels":[],"label_agreement":null},{"id":"W4376642919","doi":"10.1007/s00268-023-07029-x","title":"Are LMICs Achieving the Lancet Commission Global Benchmark for Surgical Volumes? A Systematic Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":37,"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 Manitoba; Manitoba Health","funders":"Karolinska Institutet","keywords":"Medicine; Gross domestic product; Per capita; Population; Laparotomy; Surgery; General surgery; Environmental health; Economic growth","score_opus":0.17716761164767975,"score_gpt":0.42401552487449684,"score_spread":0.2468479132268171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376642919","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000059600115,0.9918584,0.000008698056,0.003278216,0.0020589936,0.0022263348,0.00013357804,0.00004185187,0.0003879208],"genre_scores_gemma":[0.000008521297,0.9948736,0.000050069797,0.001575183,0.002206273,0.00010496466,0.0000647061,0.00006533827,0.0010513372],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99267054,0.0010189301,0.0041872985,0.00029695666,0.0009644541,0.0008618439],"domain_scores_gemma":[0.9843422,0.007797528,0.0059351646,0.00074552756,0.0005216996,0.0006578884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011512569,0.0005580433,0.010970634,0.00038429894,0.00022615967,0.000062724226,0.00043954933,0.00024653843,0.00004949147],"category_scores_gemma":[0.006672735,0.00029476814,0.0039885873,0.0017047295,0.00007264957,0.000084417436,0.000097966426,0.0011571056,0.00004970927],"study_design_candidate":"systematic_review","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":[0.000064720596,0.000044739747,0.00033263897,0.6890682,0.00033692046,0.0008616641,0.00000183878,7.629866e-8,9.0938423e-10,0.00003532081,0.27718255,0.032071296],"study_design_scores_gemma":[0.00014607476,0.00001342162,0.000055579585,0.49227762,0.0028093613,0.0025382414,0.000009234453,0.0000015637874,1.3839175e-9,0.00001522791,0.50200826,0.00012538677],"about_ca_topic_score_codex":0.000004755701,"about_ca_topic_score_gemma":0.000008511499,"teacher_disagreement_score":0.22482572,"about_ca_system_score_codex":0.00057421485,"about_ca_system_score_gemma":0.0016006655,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W4377220368","doi":"10.1007/s00268-023-07069-3","title":"Colorectal Surgery in Patients with Liver Cirrhosis: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":4,"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; Cirrhosis; Colorectal surgery; Abdominal surgery; Complication; Cardiothoracic surgery; Mortality rate; Vascular surgery; General surgery; Cardiac surgery; Internal medicine; Surgery","score_opus":0.05922809056145792,"score_gpt":0.29336168753979436,"score_spread":0.23413359697833644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377220368","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005154405,0.99764544,7.618543e-7,0.000027298505,0.00034619553,0.0013837896,0.00003174503,0.000019577436,0.000029776273],"genre_scores_gemma":[0.00041382966,0.99887663,0.000006471804,0.0001422895,0.00013276623,0.00007738906,0.00016421569,0.00007426813,0.000112145935],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99590015,0.00047185554,0.0023562328,0.0002076399,0.0007838769,0.0002802693],"domain_scores_gemma":[0.99472445,0.0025525198,0.0019864386,0.00022224755,0.00029466304,0.0002196986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016914166,0.00037010902,0.0057442514,0.0018210956,0.000027471759,0.000021104417,0.00010233304,0.00009524237,0.0000687127],"category_scores_gemma":[0.00018435011,0.00022929585,0.0014045269,0.001567043,0.00003272631,0.00017966451,0.000012772906,0.0005036792,0.000094589384],"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":[0.00013024612,0.00017791109,0.012250146,0.97455925,0.0018470407,0.0023259742,0.000020075615,4.2830646e-8,2.1086513e-9,0.0000010740852,0.0018942995,0.006793916],"study_design_scores_gemma":[0.0002591948,0.000035627054,0.008081012,0.965429,0.022933943,0.00025148128,0.0000043537393,1.1195591e-7,5.0460844e-8,0.0000010043894,0.0027877179,0.00021646591],"about_ca_topic_score_codex":0.0000071141208,"about_ca_topic_score_gemma":0.000011190698,"teacher_disagreement_score":0.021086903,"about_ca_system_score_codex":0.00020698785,"about_ca_system_score_gemma":0.0010652544,"threshold_uncertainty_score":0.93504137},"labels":[],"label_agreement":null},{"id":"W4382198515","doi":"10.1007/s00268-023-07100-7","title":"Impact of COVID‐19 Pandemic on Readmission Rates Following Colorectal Surgery: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"COVID-19 and healthcare impacts","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":"University of British Columbia; Vancouver General Hospital; Western University","funders":"","keywords":"Medicine; Propensity score matching; Pandemic; Colorectal surgery; Abdominal surgery; Logistic regression; Retrospective cohort study; Emergency medicine; Cardiothoracic surgery; Cardiac surgery; Cohort; Vascular surgery; Coronavirus disease 2019 (COVID-19); Cohort study; Rehabilitation; Mortality rate; Internal medicine; Surgery; Physical therapy","score_opus":0.13048338266408652,"score_gpt":0.43925307196468066,"score_spread":0.3087696893005941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382198515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965987,0.0002618829,0.000003463041,0.0015682969,0.00086607796,0.0004905945,0.000013281001,0.00007386647,0.00012381554],"genre_scores_gemma":[0.9984002,0.00046460173,0.0000049683517,0.0003478302,0.00036358906,0.0000066985513,0.000014142634,0.00004327229,0.00035466393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965987,0.0002908372,0.0012368715,0.00027209258,0.0010890231,0.00051245955],"domain_scores_gemma":[0.9917642,0.0056724185,0.0009240849,0.00027382205,0.00036340381,0.0010020827],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006778373,0.00026366283,0.0017278495,0.0022683633,0.00015039898,0.000024021978,0.000090958616,0.00009615061,0.00021684088],"category_scores_gemma":[0.009750966,0.00019050788,0.0011957905,0.00211186,0.000052808806,0.00016559003,0.000038055317,0.00064545416,0.000015018082],"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":[0.0030972587,0.00045348296,0.96168584,0.000097226344,0.0006892584,0.0020837183,0.0006032217,0.000025107303,0.00155524,0.0000017168204,0.028237864,0.0014700713],"study_design_scores_gemma":[0.00094529043,0.0010553099,0.9956946,0.00079569593,0.0002088792,0.00021917875,0.00033754364,0.000012894859,0.00014026946,0.00007703236,0.00035823157,0.00015510203],"about_ca_topic_score_codex":0.0007353737,"about_ca_topic_score_gemma":0.00015454105,"teacher_disagreement_score":0.034008738,"about_ca_system_score_codex":0.0015908559,"about_ca_system_score_gemma":0.004772116,"threshold_uncertainty_score":0.99859035},"labels":[],"label_agreement":null},{"id":"W4382632064","doi":"10.1007/s00268-023-07098-y","title":"Assessment of Machine Learning Methods to Predict Massive Blood Transfusion in Trauma","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","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 Alberta","funders":"University of Southern California","keywords":"Logistic regression; Decision tree; Medicine; Machine learning; Random forest; AdaBoost; Support vector machine; Naive Bayes classifier; Artificial intelligence; Lasso (programming language); Predictive modelling; Emergency medicine; Surgery; Computer science; Internal medicine","score_opus":0.05220109712998613,"score_gpt":0.36836428556159995,"score_spread":0.31616318843161384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382632064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99209726,0.00048698342,0.0032566476,0.0024811544,0.00058373675,0.00025403016,0.000007732967,0.000036724723,0.0007957214],"genre_scores_gemma":[0.97946346,0.0005219502,0.01943135,0.000090781534,0.00015051081,0.00000788975,0.000014382115,0.000035348934,0.00028435126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972137,0.00047100114,0.001158053,0.00018609314,0.00067773776,0.00029336987],"domain_scores_gemma":[0.9973872,0.0015302036,0.00046198055,0.00015378633,0.0002496494,0.00021722977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043445416,0.000163067,0.00078265724,0.0023012355,0.00004569977,0.000012943629,0.000090672685,0.00006236645,0.00012719803],"category_scores_gemma":[0.0007577627,0.0001418433,0.0002997469,0.0020611968,0.00003448649,0.00014186345,0.000024503908,0.0006416886,0.0000034604127],"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":[0.0005070474,0.00034373294,0.6552398,0.00025483436,0.00016610308,0.00074239034,0.0010074857,0.0022595455,0.066444635,0.000028510816,0.0004862117,0.2725197],"study_design_scores_gemma":[0.0016598018,0.00032483196,0.9779946,0.0012499259,0.00018593147,0.000100629855,0.0005505111,0.0011122121,0.0150643615,0.000069193775,0.0015611089,0.00012684308],"about_ca_topic_score_codex":0.000032333457,"about_ca_topic_score_gemma":0.00007898047,"teacher_disagreement_score":0.32275486,"about_ca_system_score_codex":0.00011764829,"about_ca_system_score_gemma":0.00025551755,"threshold_uncertainty_score":0.57842016},"labels":[],"label_agreement":null},{"id":"W4383998950","doi":"10.1007/s00268-023-07114-1","title":"Impact of Unplanned Intra‐Operative Conversions on Outcomes in Minimally Invasive Pancreatoduodenectomy","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"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":"Flinders Foundation; National Health and Medical Research Council; PanKind, The Australian Pancreatic Cancer Foundation; Flinders University","keywords":"Medicine; Surgery; Pancreatic fistula; Complication; Internal medicine; Pancreas","score_opus":0.16132632642575395,"score_gpt":0.4520666356892881,"score_spread":0.29074030926353417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383998950","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15119815,0.8455368,8.786328e-7,0.00036482431,0.0003741414,0.00085104513,0.00011173726,0.000014310893,0.0015480764],"genre_scores_gemma":[0.006825211,0.9905723,0.000076136996,0.000050983395,0.00017892748,0.000021917534,0.000037992373,0.00005606456,0.002180496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603355,0.00062966236,0.0020151355,0.00024492684,0.0006231632,0.00045353876],"domain_scores_gemma":[0.9836934,0.013940703,0.0013378516,0.00031029122,0.00038859274,0.00032911316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018072427,0.00042141616,0.007137684,0.0033317714,0.000042537096,0.000012533433,0.00021862659,0.00025621013,0.0004508209],"category_scores_gemma":[0.003211731,0.00025538963,0.0019068435,0.0012911235,0.00019933195,0.00008239994,0.00006657788,0.0012595755,0.00009645431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001581443,0.0011924222,0.8772233,0.010753672,0.009221887,0.009038273,0.00034903846,0.0000047450903,0.000010898297,0.00004323401,0.018593043,0.071988024],"study_design_scores_gemma":[0.007247243,0.004900915,0.524799,0.33622706,0.010183521,0.0022778632,0.00065737317,0.000011101659,0.000028382545,0.00010591324,0.11224642,0.0013152267],"about_ca_topic_score_codex":0.000099944766,"about_ca_topic_score_gemma":0.0000732181,"teacher_disagreement_score":0.35242435,"about_ca_system_score_codex":0.0007429275,"about_ca_system_score_gemma":0.0072336365,"threshold_uncertainty_score":0.9999898},"labels":[],"label_agreement":null},{"id":"W4385224134","doi":"10.1007/s00268-023-07112-3","title":"Surgical Site Infections During the Pandemic: The Impact of the “COVID Bundle”","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Surgical site infection prevention","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 Toronto; University Health Network","funders":"","keywords":"Medicine; Pandemic; Cohort; Incidence (geometry); Rate ratio; Cohort study; Vascular surgery; Cardiac surgery; Coronavirus disease 2019 (COVID-19); Emergency medicine; Demography; Internal medicine; Confidence interval; Infectious disease (medical specialty); Disease","score_opus":0.049170294236281234,"score_gpt":0.3375988425309352,"score_spread":0.288428548294654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385224134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99477595,0.00026334202,0.000012445813,0.0033332459,0.00065903604,0.00014302773,0.000004212012,0.00003745897,0.00077128824],"genre_scores_gemma":[0.9964459,0.00048804018,0.0000012142921,0.00009447977,0.00056902255,0.000004611424,0.0000015381985,0.000015483438,0.0023797215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808097,0.00041913264,0.0006969224,0.000093359566,0.00047262292,0.00023699856],"domain_scores_gemma":[0.9959109,0.0029257988,0.00056109525,0.00029019537,0.00019261586,0.00011938443],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027841278,0.00012339582,0.00035640158,0.00034213148,0.0003002809,0.000027902777,0.00012415019,0.000052775853,0.0015029688],"category_scores_gemma":[0.0006110943,0.00004878871,0.001326346,0.001964838,0.00017087416,0.00012102403,0.000077141754,0.00067014206,0.000037936064],"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":[0.00017145075,0.00013991755,0.99195105,0.000019386214,0.00022376516,0.000047312013,0.0000890845,0.0007623587,0.0016974655,0.000019278596,0.0028807533,0.001998182],"study_design_scores_gemma":[0.00051196193,0.00004378148,0.9697129,0.00016315635,0.00009968682,0.0028651552,0.00003236299,0.000027140888,0.0002698451,0.00019071053,0.02602592,0.000057379286],"about_ca_topic_score_codex":0.000105885105,"about_ca_topic_score_gemma":0.000044189375,"teacher_disagreement_score":0.023145165,"about_ca_system_score_codex":0.00017500581,"about_ca_system_score_gemma":0.00020471372,"threshold_uncertainty_score":0.9994098},"labels":[],"label_agreement":null},{"id":"W4385520016","doi":"10.1007/s00268-023-07130-1","title":"Global Access to Cardiac Surgery Centers: Distribution, Disparities, and Targets","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":16,"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":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiac surgery; Interquartile range; Population; Global health; Incidence (geometry); Public health; Demography; Environmental health; Surgery","score_opus":0.04355762474916757,"score_gpt":0.31153031787266,"score_spread":0.2679726931234924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385520016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97873706,0.0067034666,0.000028085671,0.011283519,0.002211333,0.00017407749,0.00047957734,0.000061206374,0.00032170568],"genre_scores_gemma":[0.9965072,0.0018805163,0.000011264291,0.0005722404,0.0005650669,0.0000073453775,0.000059811293,0.000015178716,0.00038136065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834293,0.00007105683,0.00057229155,0.00016630307,0.00044765946,0.00039975095],"domain_scores_gemma":[0.99815327,0.000760418,0.0001234392,0.00014855083,0.00030510034,0.0005092264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075215544,0.00016257734,0.00077209313,0.00036328318,0.00011802823,0.00007306502,0.000062288564,0.000028814819,0.000040086477],"category_scores_gemma":[0.0007421352,0.00014155822,0.00040923143,0.0012332456,0.0000871464,0.00027631834,0.00015971875,0.0001215942,0.000022523249],"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":[0.00020116102,0.000032081247,0.58560544,0.00008081299,0.000153927,0.00035986336,0.000012775283,4.6290694e-7,0.000006122879,0.000007908334,0.40090305,0.012636364],"study_design_scores_gemma":[0.00011363907,0.00001369556,0.9091252,0.00038234552,0.00012363294,0.000076716875,0.00006607364,0.0000027494143,0.000030095636,0.00009297915,0.08985304,0.00011984996],"about_ca_topic_score_codex":0.000050997794,"about_ca_topic_score_gemma":0.000050079052,"teacher_disagreement_score":0.3235197,"about_ca_system_score_codex":0.00016409154,"about_ca_system_score_gemma":0.00025135165,"threshold_uncertainty_score":0.5772577},"labels":[],"label_agreement":null},{"id":"W4385897863","doi":"10.1007/s00268-023-07124-z","title":"Methods of Recruitment for Surgical and Perioperative Randomized Controlled Trials: A Rapid Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","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":"University of British Columbia; University of British Columbia Hospital; University of Waterloo","funders":"","keywords":"Perioperative; Medicine; Randomized controlled trial; Vascular surgery; MEDLINE; Patient recruitment; Surgery; Cardiac surgery","score_opus":0.9554308450649874,"score_gpt":0.6841811558159937,"score_spread":0.27124968924899373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385897863","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.0006665e-7,0.9812415,0.0027526778,0.0006129336,0.0013793589,0.013484755,0.000048149956,0.0000023681794,0.00047786033],"genre_scores_gemma":[2.2366126e-7,0.9757424,0.008863759,0.00007016653,0.0004383169,0.0015473583,0.000009232101,0.00004103086,0.013287519],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.46951246,0.39882487,0.123505294,0.0011430355,0.0065406794,0.00047365233],"domain_scores_gemma":[0.18632743,0.69037294,0.11678023,0.0018926951,0.0042603333,0.00036638498],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.8841688,0.0008875493,0.18872485,0.0031364928,0.000107256645,0.00048374737,0.0011659975,0.00018689061,0.0058749923],"category_scores_gemma":[0.6264164,0.00029319464,0.077747636,0.0028988328,0.00020348474,0.00017492691,0.0001222006,0.0004955277,0.000058460926],"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":[0.0033982287,0.000038224294,6.987344e-7,0.023269856,0.010817736,0.000028923421,0.000036374626,3.1128246e-7,5.496921e-8,0.0004471457,0.050178774,0.9117837],"study_design_scores_gemma":[0.022986524,0.000024238067,1.1491067e-7,0.07602606,0.031160759,0.00014924146,0.00003162865,0.00002432101,1.214462e-7,0.0004105842,0.8689762,0.00021024917],"about_ca_topic_score_codex":9.0574866e-7,"about_ca_topic_score_gemma":0.0000012640346,"teacher_disagreement_score":0.9115734,"about_ca_system_score_codex":0.00006389371,"about_ca_system_score_gemma":0.0010216463,"threshold_uncertainty_score":0.999952},"labels":[],"label_agreement":null},{"id":"W4386386490","doi":"10.1007/s00268-023-07159-2","title":"Letter to the Editor: Impact of COVID‐19 Pandemic on Readmission Rates Following Colorectal Surgery—A Retrospective Cohort Study","year":2023,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"COVID-19 and healthcare impacts","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; Coronavirus disease 2019 (COVID-19); Pandemic; Cardiac surgery; Vascular surgery; Cardiothoracic surgery; Abdominal surgery; Retrospective cohort study; 2019-20 coronavirus outbreak; Colorectal surgery; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); General surgery; Emergency medicine; Surgery; Internal medicine; Virology; Outbreak; Disease","score_opus":0.0990874293618485,"score_gpt":0.4057835246747333,"score_spread":0.3066960953128848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386386490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55591214,0.00024765686,0.000004212286,0.4285459,0.013967099,0.0011476934,0.00006337003,0.000063146246,0.00004878025],"genre_scores_gemma":[0.6467411,0.00023932949,0.00000381957,0.29207098,0.059267934,0.000028879978,0.000065803026,0.00015767809,0.001424473],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9931757,0.00078483665,0.0020600345,0.0005505571,0.002526916,0.00090195914],"domain_scores_gemma":[0.9814232,0.014528681,0.0018489835,0.0006925767,0.000615619,0.00089091726],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009047366,0.0006443398,0.0031722484,0.0028866378,0.00025457004,0.000074085445,0.00031138855,0.0005028648,0.00023173842],"category_scores_gemma":[0.011308678,0.0003893683,0.002470268,0.0016687596,0.00008195736,0.00014459416,0.00009693118,0.0044559333,0.000045223456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089924916,0.00009622887,0.48802963,0.00012335627,0.00078753976,0.0029919287,0.00028072408,0.000009767708,0.000053775377,4.027699e-8,0.50653297,0.00019477308],"study_design_scores_gemma":[0.00044388103,0.0008161046,0.6833475,0.0017802459,0.00048447953,0.00019089364,0.000069615904,0.0000011001714,0.000021638447,0.000015198881,0.31254685,0.00028247884],"about_ca_topic_score_codex":0.0012914593,"about_ca_topic_score_gemma":0.0002888415,"teacher_disagreement_score":0.19531788,"about_ca_system_score_codex":0.0034166977,"about_ca_system_score_gemma":0.0061378744,"threshold_uncertainty_score":0.9998558},"labels":[],"label_agreement":null},{"id":"W4386575491","doi":"10.1007/s00268-023-07167-2","title":"Leveraging ChatGPT to Democratize and Decolonize Global Surgery: Large Language Models for Small Healthcare Budgets","year":2023,"lang":"en","type":"editorial","venue":"World Journal of Surgery","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Abdominal surgery; Cardiothoracic surgery; Cardiac surgery; Vascular surgery; Medicine; Health care; General surgery; Surgery; Political science","score_opus":0.1522833632260316,"score_gpt":0.410755104420335,"score_spread":0.25847174119430344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386575491","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04160734,0.008311548,0.0016158818,0.019656727,0.9276661,0.00073281326,0.00028113526,0.0000755632,0.000052878382],"genre_scores_gemma":[0.13450474,0.0045329174,0.0013085067,0.0022424594,0.85501254,0.000099701596,0.0004203164,0.00018382045,0.0016949822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612963,0.00016313256,0.0017024569,0.0004230851,0.00073218276,0.0008495312],"domain_scores_gemma":[0.9861302,0.010330313,0.0009312898,0.00030222852,0.0015330806,0.0007729208],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004046843,0.00037085937,0.0015587907,0.00091370946,0.00025279098,0.000091124384,0.00014200318,0.00045565946,0.00002375232],"category_scores_gemma":[0.0070911767,0.0003488928,0.00051962776,0.0007645026,0.00003752836,0.00016028999,0.0000635341,0.0008560488,0.00001442744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006628763,0.00008011067,0.0068083433,0.0011560206,0.00012908028,0.0002264258,0.0014724954,0.00001461754,0.0000039748174,0.000015038281,0.9548538,0.034577236],"study_design_scores_gemma":[0.00032395468,0.00034937818,0.0022054426,0.0091134645,0.0005207975,0.00016491541,0.004423611,0.00041902036,0.00019897328,0.003663655,0.97764874,0.00096802495],"about_ca_topic_score_codex":0.00062284374,"about_ca_topic_score_gemma":0.001806363,"teacher_disagreement_score":0.0928974,"about_ca_system_score_codex":0.0006616494,"about_ca_system_score_gemma":0.0036331154,"threshold_uncertainty_score":0.9998963},"labels":[],"label_agreement":null},{"id":"W4386634111","doi":"10.1007/s00268-023-07149-4","title":"A Prospective Study of the Effect of Gastroduodenal Artery Reconstruction on Duodenal Oxygenation and Enzyme Content After Pancreas Transplantation","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Organ Transplantation Techniques and Outcomes","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":"University of Alberta; Western University; University of Manitoba; London Health Sciences Centre; Victoria General Hospital","funders":"","keywords":"Medicine; Duodenum; Gastroduodenal artery; Pancreas; Surgery; Anastomosis; Transplantation; Complication; Gastroenterology; Artery; Internal medicine","score_opus":0.020926739526777476,"score_gpt":0.25332469375206995,"score_spread":0.23239795422529247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386634111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989641,0.00006148272,0.000060531285,0.00025883166,0.00024725104,0.0003565257,0.00001063584,0.000013330452,0.0000273344],"genre_scores_gemma":[0.9995072,0.00024827273,0.000039617982,0.000025252239,0.00008263721,0.000009686467,0.0000023022455,0.000010278806,0.00007474446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874127,0.00014917101,0.0005581624,0.00009689525,0.00036163288,0.00009284712],"domain_scores_gemma":[0.99892354,0.00038574068,0.00041782373,0.00008724546,0.00014205604,0.000043564876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072734116,0.0001015076,0.00041057498,0.0004844655,0.000031480373,0.0000066024213,0.00003104958,0.000027990538,0.000022643222],"category_scores_gemma":[0.000051979914,0.00006160341,0.00016422679,0.0003397378,0.0000520897,0.00009965432,0.0000040824307,0.00016883593,6.289934e-7],"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":[0.0042179166,0.00008857219,0.98442405,0.00030077467,0.00014084567,0.00007515975,0.00068373425,0.000009458772,0.0076709976,0.0000070103606,0.00005630194,0.002325191],"study_design_scores_gemma":[0.0015459604,0.0007939236,0.9068964,0.00073839334,0.00030251307,0.00051914825,0.00023905629,0.000009418106,0.0888909,0.000019395522,0.0000022388888,0.000042636555],"about_ca_topic_score_codex":0.000009715408,"about_ca_topic_score_gemma":0.000022155922,"teacher_disagreement_score":0.081219904,"about_ca_system_score_codex":0.000034555724,"about_ca_system_score_gemma":0.000036567493,"threshold_uncertainty_score":0.2512114},"labels":[],"label_agreement":null},{"id":"W4386748183","doi":"10.60123/j.wjs.2023.20.03","title":"Distal Tibia Endoprosthesis Reconstruction after Resection of Aggressive Bone Tumors: Is it a Reliable Treatment Option?","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Sarcoma Diagnosis and Treatment","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; Amputation; Surgery; Osteosarcoma; Tibia; Cosmesis; Prosthesis; Sarcoma; Retrospective cohort study; Bone Sarcoma; Chondrosarcoma; Soft tissue","score_opus":0.043685361035479604,"score_gpt":0.2916838331624054,"score_spread":0.24799847212692583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386748183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935376,0.002666193,0.0000023675752,0.0028693373,0.00043114537,0.00016414624,0.000023167031,0.000015575706,0.00029046982],"genre_scores_gemma":[0.99378765,0.0036316423,0.00022453605,0.00008919645,0.00029647295,0.000039037284,0.000011900417,0.000021513813,0.0018980815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984874,0.00004935193,0.00073231553,0.00016223156,0.00035803547,0.00021065146],"domain_scores_gemma":[0.9981128,0.00032997216,0.0010080251,0.00018821303,0.00022939547,0.0001315842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035802202,0.00015499274,0.0005956947,0.0008359679,0.00005977009,0.000018425868,0.000025644104,0.000044186196,0.0004919091],"category_scores_gemma":[0.00013012116,0.000113472684,0.00047208706,0.00063747267,0.00006035779,0.00015603517,0.000013231684,0.00011145633,0.000043415752],"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":[0.0023687454,0.00081895303,0.9105642,0.00009492933,0.00056817144,0.0039148605,0.00047431217,0.00001334236,0.0014148856,0.000011242615,0.020354528,0.059401866],"study_design_scores_gemma":[0.0029260758,0.001029666,0.9174574,0.005476044,0.00079060823,0.0056623146,0.0010433411,0.000045520774,0.05666928,0.0003152632,0.0083419,0.00024258209],"about_ca_topic_score_codex":0.00008502399,"about_ca_topic_score_gemma":0.000038184557,"teacher_disagreement_score":0.059159283,"about_ca_system_score_codex":0.00028634234,"about_ca_system_score_gemma":0.0001471741,"threshold_uncertainty_score":0.538606},"labels":[],"label_agreement":null},{"id":"W4386909921","doi":"10.1007/s00268-023-07166-3","title":"Financial Barriers to Surgical Conferences: A Cross‐Sectional Analysis of Registration Fees","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto; McGill University","funders":"","keywords":"Attendance; Medicine; Vascular surgery; Family medicine; Cross-sectional study; Member states; Medical education; Cardiac surgery; Political science; Surgery; Business; European union; Pathology","score_opus":0.07534471090350578,"score_gpt":0.348905415672338,"score_spread":0.2735607047688322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386909921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98621815,0.000042697226,0.00017420079,0.0029533855,0.0007797092,0.00006114195,0.000015720427,0.000018822466,0.009736178],"genre_scores_gemma":[0.9970448,0.00019642571,0.000035561905,0.00008206642,0.00030735342,0.0000032680368,0.000008412288,0.0000027886463,0.0023193005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982312,0.00014140051,0.0006264762,0.000119045086,0.000673896,0.00020799472],"domain_scores_gemma":[0.9983447,0.00052928773,0.00038675542,0.00008470352,0.0004125085,0.0002420005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027967433,0.00006987532,0.00032598607,0.0015460283,0.00030319707,0.0001227985,0.00015653546,0.000040792005,0.0019817476],"category_scores_gemma":[0.0011454227,0.00006461442,0.00040817173,0.003637603,0.0001676197,0.00018410044,0.000026200823,0.000099355195,0.00001029732],"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":[0.00012020284,0.00003893786,0.9209625,0.000011221829,0.000316679,0.00007529153,0.0015579688,0.0023117072,0.0000142152,0.049952094,0.019838262,0.004800904],"study_design_scores_gemma":[0.00011555433,0.000025356307,0.8376039,0.000052237665,0.0001477839,0.0000015048843,0.0016235895,0.000103325016,0.000012435134,0.0017723634,0.15842551,0.000116396914],"about_ca_topic_score_codex":0.00082506554,"about_ca_topic_score_gemma":0.007256711,"teacher_disagreement_score":0.13858725,"about_ca_system_score_codex":0.00006447962,"about_ca_system_score_gemma":0.001201404,"threshold_uncertainty_score":0.9989306},"labels":[],"label_agreement":null},{"id":"W4387077386","doi":"10.1007/s00268-023-07171-6","title":"Authors’ Reply: Are LMICs Achieving the Lancet Commission Global Benchmark for Surgical Volumes? A Systematic Review","year":2023,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Vascular surgery; Cardiothoracic surgery; Medicine; Cardiac surgery; Abdominal surgery; Commission; Benchmark (surveying); Intensive care medicine; Data science; General surgery; Surgery; Computer science; Political science; Geography; Cartography","score_opus":0.1720108404874869,"score_gpt":0.4253615287783024,"score_spread":0.25335068829081553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387077386","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005199672,0.9872017,0.000012240712,0.006893196,0.0027623614,0.0025218432,0.00014418855,0.00005897947,0.00040029341],"genre_scores_gemma":[0.00000816235,0.9932374,0.00009185229,0.002068468,0.0025674636,0.00012572866,0.00008972628,0.00008071334,0.0017305156],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99101794,0.001403275,0.005069628,0.00039282205,0.001129133,0.0009872084],"domain_scores_gemma":[0.9824937,0.009245979,0.005791679,0.0010171938,0.0006138575,0.00083757984],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01717012,0.0006421689,0.011690733,0.00045611124,0.0002832608,0.000080371596,0.00050542917,0.00028191728,0.000053937376],"category_scores_gemma":[0.01025159,0.00034757156,0.0043415786,0.0020245176,0.00008447588,0.000101162404,0.00012338694,0.0014765478,0.00004787687],"study_design_candidate":"systematic_review","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":[0.00007817983,0.00004590773,0.00026171672,0.62782115,0.00034343576,0.0008560132,0.0000034147863,8.0221824e-8,1.3118476e-9,0.000050992105,0.34077582,0.029763319],"study_design_scores_gemma":[0.00014990916,0.000019211648,0.000041178926,0.48600808,0.002970267,0.0029236034,0.000011611065,0.0000023826615,2.21989e-9,0.000024305447,0.5077016,0.00014787937],"about_ca_topic_score_codex":0.000008646393,"about_ca_topic_score_gemma":0.000007431582,"teacher_disagreement_score":0.16692577,"about_ca_system_score_codex":0.0006881854,"about_ca_system_score_gemma":0.0020873821,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W4387215262","doi":"10.1007/s00268-023-07194-z","title":"Machine‐Based Learning Hierarchical Cluster Analysis: Sex‐Based Differences in Prognosis Following Resection of Hepatocellular Carcinoma","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","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":"University of Ottawa","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Cluster (spacecraft); Incidence (geometry); Internal medicine; Gastroenterology; Surgery","score_opus":0.10198474670920835,"score_gpt":0.27514316613457884,"score_spread":0.1731584194253705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387215262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968621,0.0009282604,0.0002858975,0.0013179899,0.00019340844,0.00026629647,0.000004044606,0.000038219758,0.00010376251],"genre_scores_gemma":[0.99904984,0.00004583288,0.00033394565,0.000085201995,0.00011441616,0.00002681688,0.00006759121,0.00003262082,0.00024370728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682605,0.0005484892,0.0011545194,0.00026796578,0.0008003872,0.00040259704],"domain_scores_gemma":[0.9977033,0.0012309983,0.0005109152,0.00019370741,0.00014421603,0.00021684154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002270108,0.00024619783,0.0012539651,0.0045050457,0.00009305597,0.000031406304,0.00010702823,0.000109223234,0.000101690435],"category_scores_gemma":[0.00028888928,0.00019759682,0.0014306534,0.0042610397,0.00006149389,0.00012199561,0.000029172215,0.0006219163,0.0000043503105],"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":[0.00073732564,0.00031108176,0.99293596,0.00018717095,0.00077076635,0.0017613106,0.00015838222,0.0001932118,0.0008407197,0.0000019768459,0.00012100092,0.0019811122],"study_design_scores_gemma":[0.0016608678,0.00033906684,0.8530697,0.0005369779,0.0014707554,0.000013949803,0.00007782014,0.13618334,0.0062385364,0.00001844485,0.00021063065,0.00017992155],"about_ca_topic_score_codex":0.00012570384,"about_ca_topic_score_gemma":0.000056290755,"teacher_disagreement_score":0.13986625,"about_ca_system_score_codex":0.00011295164,"about_ca_system_score_gemma":0.00030845212,"threshold_uncertainty_score":0.8057764},"labels":[],"label_agreement":null},{"id":"W4387638125","doi":"10.1007/s00268-023-07203-1","title":"Defining Feasibility as a Criterion for Essential Surgery: A Qualitative Study with Global Children's Surgery Experts","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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","funders":"","keywords":"Medicine; Focus group; Qualitative research; Health care; Identification (biology); Workforce; Perioperative; Nursing; Operations management; Process management; Surgery; Business; Marketing","score_opus":0.0609690803576285,"score_gpt":0.4015737946308062,"score_spread":0.34060471427317773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387638125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303615,0.0012792671,0.00011346864,0.0025641783,0.0018835402,0.0008035238,0.00007696319,0.0001225934,0.0001203286],"genre_scores_gemma":[0.9976913,0.00017750857,0.00023896353,0.00090274395,0.0006247463,0.000054307908,0.00010501125,0.00005664187,0.00014878786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99420553,0.00080012635,0.0020537782,0.00052879844,0.0012463578,0.0011653824],"domain_scores_gemma":[0.98791534,0.008779212,0.0011239271,0.00041665253,0.0009066431,0.0008582425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009885614,0.00044170395,0.002216747,0.0012753493,0.000298289,0.00008428214,0.000113493086,0.00011454301,0.00009700652],"category_scores_gemma":[0.0034347335,0.0003468716,0.0011774504,0.002494185,0.00016045725,0.00039049768,0.00005320582,0.0003370651,0.00002941878],"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":[0.010061009,0.0009946143,0.8596295,0.00026954076,0.00042836432,0.0014789262,0.0019578855,0.0000031794764,0.000012343771,0.00005173092,0.11865585,0.0064570648],"study_design_scores_gemma":[0.0022980932,0.0006998149,0.9694507,0.002200533,0.0004336578,0.0021567654,0.01900966,0.000019445095,0.00008885838,0.0005066384,0.0024593496,0.0006764655],"about_ca_topic_score_codex":0.0002493423,"about_ca_topic_score_gemma":0.00013547533,"teacher_disagreement_score":0.1161965,"about_ca_system_score_codex":0.00036591914,"about_ca_system_score_gemma":0.002526371,"threshold_uncertainty_score":0.9998983},"labels":[],"label_agreement":null},{"id":"W4389954332","doi":"10.1002/wjs.12040","title":"The effect of married status on cancer‐specific mortality in nonmetastatic pelvic liposarcoma patients according to sex","year":2023,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Cancer survivorship and care","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Proportional hazards model; Hazard ratio; Liposarcoma; Cohort; Epidemiology; Marital status; Cancer registry; Demography; Cancer; Internal medicine; Cohort study; Gynecology; Sarcoma; Population; Pathology; Confidence interval","score_opus":0.036141407349793826,"score_gpt":0.3182696849052078,"score_spread":0.282128277555414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389954332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964431,0.0007486564,0.0000023838256,0.00043762816,0.0018293005,0.00022775354,0.00002176733,0.000010491156,0.00027893033],"genre_scores_gemma":[0.9987426,0.0006728909,0.0000034422844,0.00012251479,0.00018012004,0.000015819774,0.0000063702323,0.000024359275,0.00023192007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781334,0.00025406436,0.00072411844,0.00014356257,0.00068683847,0.00037806423],"domain_scores_gemma":[0.996922,0.0021545463,0.00035339736,0.0002435801,0.00012322076,0.00020324049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018424593,0.00015386815,0.0006600242,0.0007047394,0.000061184175,0.000022873612,0.00010630723,0.00002595259,0.00005417097],"category_scores_gemma":[0.00029572836,0.00010090197,0.00026664534,0.0013997854,0.000041409945,0.00006628376,0.00003830964,0.00032606637,0.000010452158],"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":[0.0012754798,0.000039958126,0.91934144,0.00012812871,0.00009692114,0.00012228279,0.00038525416,0.00008119962,0.00021667151,0.000003603366,0.0034883285,0.074820705],"study_design_scores_gemma":[0.0009074105,0.0003130427,0.9893903,0.00087750755,0.00006333699,0.0000038368,0.0005220602,0.000011251851,0.0019307395,0.00001868349,0.00586184,0.00009997787],"about_ca_topic_score_codex":0.00041588015,"about_ca_topic_score_gemma":0.0013506925,"teacher_disagreement_score":0.074720725,"about_ca_system_score_codex":0.0002458164,"about_ca_system_score_gemma":0.00015484417,"threshold_uncertainty_score":0.4114663},"labels":[],"label_agreement":null},{"id":"W4390689331","doi":"10.1002/wjs.12055","title":"Enhanced recovery after surgery after radical gastrectomy: Improved compliance over time is associated with a shorter postoperative hospital stay","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","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":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Point of delivery; Abdominal surgery; Retrospective cohort study; Cardiothoracic surgery; Gastrectomy; Vascular surgery; Surgery; Univariate analysis; Cardiac surgery; Internal medicine; Anesthesia; Multivariate analysis; Cancer","score_opus":0.013552629105575961,"score_gpt":0.24804256502016242,"score_spread":0.23448993591458644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390689331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98825586,0.0048511303,0.00062474655,0.0025884495,0.0027234843,0.0003788226,0.00012693214,0.00012699695,0.00032357738],"genre_scores_gemma":[0.9879867,0.00042818586,0.00041344506,0.0029654945,0.00083215797,0.000075988326,0.000039219933,0.00017469331,0.007084121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532247,0.00028736438,0.0016714621,0.0007199536,0.0010291059,0.0009696736],"domain_scores_gemma":[0.9946192,0.0031133064,0.0005963114,0.00047987426,0.0006186996,0.0005726328],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015248923,0.000690859,0.0020643345,0.0014281669,0.000076854965,0.00024756728,0.00014266776,0.00023656711,0.004255848],"category_scores_gemma":[0.00046590265,0.0005186445,0.0014060446,0.0014254125,0.00030948833,0.0012848995,0.00007182364,0.0013487358,0.00014952141],"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":[0.0526187,0.0033775973,0.45156825,0.0012637668,0.012775679,0.06251533,0.0025927273,0.000017438011,0.042117923,0.0000037045427,0.29814905,0.072999865],"study_design_scores_gemma":[0.0032430312,0.0021166326,0.86641514,0.049703185,0.0019704914,0.0030684238,0.00012474983,0.00067008875,0.046329726,0.00013726341,0.02287871,0.0033425682],"about_ca_topic_score_codex":0.0000074262093,"about_ca_topic_score_gemma":0.000023626977,"teacher_disagreement_score":0.4148469,"about_ca_system_score_codex":0.0006602461,"about_ca_system_score_gemma":0.0013195318,"threshold_uncertainty_score":0.99972653},"labels":[],"label_agreement":null},{"id":"W4390986265","doi":"10.1002/wjs.12060","title":"Repeat imaging increases detection of delayed pseudoaneurysms in patients with high‐grade solid organ injury following abdominal trauma","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Vascular Procedures and Complications","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":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Injury Severity Score; Trauma center; Retrospective cohort study; Pseudoaneurysm; Radiology; Abdominal trauma; Surgery; Abdominal surgery; Abdomen; Blunt; Cohort; Blunt trauma; Poison control; Aneurysm; Injury prevention; Internal medicine; Emergency medicine","score_opus":0.009608139839273437,"score_gpt":0.24976154337995402,"score_spread":0.24015340354068057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390986265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974332,0.0014152691,0.00033788575,0.00041734392,0.00024038796,0.00010430278,0.0000031472587,0.00001923232,0.00002923814],"genre_scores_gemma":[0.9993862,0.00004313334,0.00027141077,0.000100142206,0.00013151193,0.000003904753,0.000005986893,0.000029146875,0.000028544744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986371,0.00004355787,0.00062311406,0.00014916134,0.00037399828,0.00017309324],"domain_scores_gemma":[0.99916476,0.00020819392,0.00021591704,0.00015920616,0.0001473173,0.00010461746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043826495,0.0001255719,0.00041286033,0.00087263214,0.00004767092,0.000025116953,0.000060419472,0.0000245722,0.000022814853],"category_scores_gemma":[0.00012001544,0.000096450894,0.00028304957,0.00075296743,0.000030674553,0.00020689653,0.000015632293,0.0002865907,0.0000016143048],"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":[0.001953638,0.0008644305,0.90043455,0.0003109562,0.00061648083,0.0008182777,0.00021483809,0.000051663807,0.026281312,0.00003309428,0.0014575992,0.06696318],"study_design_scores_gemma":[0.0016844986,0.00029741708,0.9685918,0.0027754565,0.0006457336,0.0018630397,0.000143726,0.0002596212,0.023040792,0.00022762932,0.00024234904,0.00022793893],"about_ca_topic_score_codex":0.00008302295,"about_ca_topic_score_gemma":0.00003868,"teacher_disagreement_score":0.06815727,"about_ca_system_score_codex":0.00009172027,"about_ca_system_score_gemma":0.00015767131,"threshold_uncertainty_score":0.39331535},"labels":[],"label_agreement":null},{"id":"W4391174401","doi":"10.1002/wjs.12054","title":"Prehospital hemorrhage management in low‐ and middle‐income countries: A scoping review","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":5,"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; Psychological intervention; MEDLINE; Epidemiology; Emergency medicine; Randomized controlled trial; Scopus; Evidence-based medicine; Surgery; Internal medicine; Alternative medicine; Nursing; Pathology","score_opus":0.07094311040882731,"score_gpt":0.3584166888131958,"score_spread":0.2874735784043685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391174401","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003948315,0.994813,0.000001046173,0.00044454882,0.0017929442,0.0008712523,0.000008237927,0.000017143446,0.0020123248],"genre_scores_gemma":[0.000040410156,0.99790686,0.000110085195,0.00019339164,0.00043532962,0.000042403444,0.000005611626,0.000056323588,0.0012095523],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99664664,0.00008899923,0.0021566446,0.0002881485,0.00047723335,0.0003423055],"domain_scores_gemma":[0.9985572,0.00029488569,0.00065488706,0.00023164571,0.00010605502,0.00015531134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013061712,0.00043636933,0.003815867,0.0012488521,0.000040499726,0.000031092975,0.00010742715,0.000076461394,0.00015504459],"category_scores_gemma":[0.00010661479,0.00029921925,0.0010370697,0.0009260932,0.00007270486,0.00010827627,0.000117035066,0.000686106,0.0000420272],"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":[0.000011085669,0.000026716547,0.00017321462,0.7312022,0.0005097211,0.0048470637,0.000030746272,2.2951921e-8,1.3730637e-9,0.000013765291,0.0033095658,0.2598759],"study_design_scores_gemma":[0.00009692881,0.00002043432,0.00010270661,0.69165975,0.0029346885,0.0007351394,0.000017524337,8.421857e-8,2.2170923e-8,0.000007555007,0.30425212,0.00017303615],"about_ca_topic_score_codex":0.0000026891084,"about_ca_topic_score_gemma":0.000014784883,"teacher_disagreement_score":0.30094254,"about_ca_system_score_codex":0.00019735818,"about_ca_system_score_gemma":0.00036526105,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W4391606518","doi":"10.1002/wjs.12079","title":"Opioid prescribing practices in breast oncologic surgery—A retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Opioid Use Disorder Treatment","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":"Université de Montréal; McGill University Health Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Interquartile range; Retrospective cohort study; Opioid; Breast cancer; Abdominal surgery; Mastectomy; Cardiothoracic surgery; Medical prescription; Breast surgery; Referral; Surgery; Emergency medicine; Internal medicine; Cancer; Family medicine","score_opus":0.050141406616318274,"score_gpt":0.32940226578700477,"score_spread":0.2792608591706865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391606518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98597753,0.006598584,0.0000034854638,0.0032384868,0.0018548996,0.0005634094,0.000006946062,0.000054280397,0.0017023898],"genre_scores_gemma":[0.99730456,0.0012801872,0.00008519043,0.00013142647,0.00048174005,0.000030444688,0.0000064967544,0.000041977804,0.0006379527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971217,0.00027212658,0.0010968077,0.0003523159,0.00078777125,0.0003692765],"domain_scores_gemma":[0.9963305,0.002192384,0.0007772152,0.00026520723,0.00025825447,0.0001764203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003404294,0.00025002102,0.0011455037,0.0016060431,0.00005655416,0.00010867212,0.000091254755,0.0000609892,0.0003477246],"category_scores_gemma":[0.00085567136,0.00018963797,0.00041259374,0.0013085335,0.000048401664,0.0005173583,0.000046630325,0.0007416945,0.000034520766],"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":[0.00046449623,0.0021135465,0.971041,0.00012927338,0.00069168856,0.007891583,0.0007818135,0.0000061639985,0.0000773672,0.000015662707,0.01244358,0.004343814],"study_design_scores_gemma":[0.00046372166,0.00016689608,0.9925021,0.0013608448,0.00044350568,0.0012227162,0.0011988791,0.0000227871,0.0000470673,0.00009320022,0.0023204233,0.00015786602],"about_ca_topic_score_codex":0.00025557374,"about_ca_topic_score_gemma":0.00012803245,"teacher_disagreement_score":0.021461083,"about_ca_system_score_codex":0.0008801947,"about_ca_system_score_gemma":0.0010249966,"threshold_uncertainty_score":0.7733212},"labels":[],"label_agreement":null},{"id":"W4391613853","doi":"10.1002/wjs.12094","title":"Conflict of interest disclosure by US cardiothoracic surgeons","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","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":"University of Alberta","funders":"","keywords":"Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Abdominal surgery; Medicine; Conflict of interest; General surgery; Surgery; Business; Finance","score_opus":0.607763543888335,"score_gpt":0.5519825826570128,"score_spread":0.055780961231322146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391613853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93552935,0.042749546,0.000051044353,0.009480506,0.008236941,0.00015199314,0.00033232925,0.00005608191,0.0034121776],"genre_scores_gemma":[0.992452,0.0030480213,0.0000125245415,0.0011609513,0.00066301733,0.000004108988,0.000013840533,0.000031814998,0.0026136981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971064,0.0008112926,0.001161679,0.00020097244,0.00023062837,0.000489061],"domain_scores_gemma":[0.9956781,0.0029806804,0.00035517753,0.00014980305,0.000232486,0.0006037462],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031215388,0.00023584308,0.0007570888,0.00050733757,0.000115269795,0.000036805104,0.0002447679,0.00033806654,0.0025920302],"category_scores_gemma":[0.00022262486,0.00019741521,0.00057491485,0.0006842883,0.00030814175,0.0002539501,0.00005505022,0.0029094263,0.000048314043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090865145,0.00041467548,0.2444754,0.0010028392,0.0014336315,0.0017364802,0.0003804446,0.00008373866,0.024631863,0.0016788002,0.65847075,0.06478273],"study_design_scores_gemma":[0.00025591537,0.000049831728,0.004197112,0.0004723115,0.00032218127,0.0003433653,0.00007880972,0.00012622762,0.029756904,0.00019627306,0.9639865,0.00021453081],"about_ca_topic_score_codex":0.000021371729,"about_ca_topic_score_gemma":0.000023054603,"teacher_disagreement_score":0.3055158,"about_ca_system_score_codex":0.00009506234,"about_ca_system_score_gemma":0.00040034018,"threshold_uncertainty_score":0.9993909},"labels":[],"label_agreement":null},{"id":"W4391780773","doi":"10.1002/wjs.12101","title":"Enhanced recovery after surgery (ERAS<sup>®</sup>) Society abdominal and thoracic surgery recommendations: A systematic review and comparison of guidelines for perioperative and pharmacotherapy core items","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Perioperative; Guideline; Pharmacotherapy; Cardiothoracic surgery; Intensive care medicine; Abdominal surgery; Systematic review; MEDLINE; Protocol (science); Vascular surgery; Postoperative nausea and vomiting; Evidence-based practice; Ileus; Surgery; Cardiac surgery; Randomized controlled trial; Alternative medicine; Internal medicine","score_opus":0.17762305169061393,"score_gpt":0.45285389810463794,"score_spread":0.275230846414024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391780773","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019654322,0.9924823,0.0003531044,0.0011767589,0.0011986683,0.0025331164,0.00024659178,0.000034762077,0.000009261423],"genre_scores_gemma":[0.00036053458,0.9940963,0.001606232,0.0014129732,0.00076395227,0.0006206885,0.00011648691,0.00020006017,0.00082279736],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98993933,0.0008480846,0.0071959547,0.0007930251,0.0006387842,0.0005848273],"domain_scores_gemma":[0.97681725,0.016467066,0.004354916,0.00047983494,0.0014612476,0.0004197079],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008520242,0.0011371826,0.013770263,0.0017075816,0.00015070036,0.00017249945,0.00013627888,0.00035398576,0.00010555466],"category_scores_gemma":[0.0026578624,0.0008076364,0.0035601957,0.0011834252,0.00029862075,0.0006204214,0.00010244463,0.0011100417,0.0000036769163],"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":[0.0004358074,0.000120449266,0.0002406381,0.6708204,0.0028849472,0.00006371954,0.00022023344,5.541278e-7,0.000019768531,7.632722e-7,0.06613956,0.25905317],"study_design_scores_gemma":[0.00022300203,0.00008940907,0.000010289982,0.8557366,0.016927743,0.0017090928,0.00023306636,0.00007643399,0.000060514107,0.000017064027,0.12414856,0.00076821604],"about_ca_topic_score_codex":0.000004143907,"about_ca_topic_score_gemma":0.0000043632767,"teacher_disagreement_score":0.25828496,"about_ca_system_score_codex":0.00023110924,"about_ca_system_score_gemma":0.0013482512,"threshold_uncertainty_score":0.99943745},"labels":[],"label_agreement":null},{"id":"W4391840290","doi":"10.1002/wjs.12087","title":"A trans‐Canadian positive deviance seminar for paraesophageal hernia surgery: Reporting national postoperative outcomes and consensus recommendations","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","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":true,"ca_institutions":"Manitoba Health; Ottawa Hospital; McGill University Health Centre; McGill University; University of Ottawa; University of Manitoba; St. Joseph’s Healthcare Hamilton; Saint John Regional Hospital; Queen Elizabeth II Health Sciences Centre; London Health Sciences Centre; University of Toronto; Toronto East General Hospital; Western University; Dalhousie University","funders":"","keywords":"Medicine; Perioperative; Cardiothoracic surgery; General surgery; Abdominal surgery; Vascular surgery; Cardiac surgery; Incidence (geometry); Perforation; Pneumonia; Surgery; Internal medicine","score_opus":0.08736927355825608,"score_gpt":0.37818569248421563,"score_spread":0.29081641892595955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391840290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6932913,0.064868726,0.00026104398,0.23702067,0.0013441509,0.0010443124,0.00077028206,0.000054218526,0.0013452751],"genre_scores_gemma":[0.99607193,0.0004179064,0.0010173063,0.0009844347,0.00019355686,0.0000262675,0.000055833763,0.000023946466,0.0012088049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809533,0.000082301194,0.0009656077,0.00019239978,0.00035045238,0.00031391912],"domain_scores_gemma":[0.9955033,0.0030795261,0.00036525892,0.00006653858,0.0005544808,0.00043089225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018672678,0.00015428964,0.0005758481,0.0008118132,0.00018190323,0.000078511584,0.000029061714,0.000039535706,0.000112531125],"category_scores_gemma":[0.0012290446,0.0001210193,0.00034576326,0.0003457105,0.000078257886,0.00014336547,0.000006049167,0.00027808067,0.000003083145],"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":[0.0011731499,0.00023243245,0.7083914,0.00041631286,0.0019597746,0.016448837,0.0010414227,0.000013172156,0.00023372562,0.0007424795,0.16005428,0.10929299],"study_design_scores_gemma":[0.0022919676,0.0006288238,0.8979137,0.0050896346,0.00063090894,0.010635252,0.0005778876,0.000385984,0.0026592773,0.001829468,0.076777175,0.00057992985],"about_ca_topic_score_codex":0.00045954477,"about_ca_topic_score_gemma":0.0024113392,"teacher_disagreement_score":0.30278063,"about_ca_system_score_codex":0.00042910656,"about_ca_system_score_gemma":0.0025556516,"threshold_uncertainty_score":0.49350238},"labels":[],"label_agreement":null},{"id":"W4392240206","doi":"10.1002/wjs.12114","title":"Race and sex diversity in Canadian academic surgical societies","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","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 Alberta","funders":"","keywords":"Diversity (politics); White (mutation); Race (biology); Vascular surgery; Inclusion (mineral); Medicine; Cardiac surgery; Family medicine; Political science; Surgery; Gender studies; Law; Sociology","score_opus":0.05928210626518586,"score_gpt":0.3052795570716658,"score_spread":0.24599745080647994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392240206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94250154,0.011484848,0.0000011303024,0.027808992,0.0013697674,0.000029559451,0.0000038373005,0.00001140883,0.016788924],"genre_scores_gemma":[0.98675704,0.005906515,0.000005233049,0.0003874494,0.00041396488,8.082301e-8,3.488891e-7,0.0000022770632,0.006527095],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989299,0.00011711898,0.00015719056,0.000069175796,0.0004790359,0.00024757624],"domain_scores_gemma":[0.99898666,0.0006022296,0.00004059485,0.000025432126,0.0000383431,0.00030673458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043658065,0.000047404046,0.00017761532,0.00042795672,0.0002822976,0.00005637546,0.00015256974,0.00006571351,0.00026977915],"category_scores_gemma":[0.00011137804,0.000043911936,0.000080036,0.00042237793,0.0002633729,0.00027517046,0.00006393591,0.00047040018,0.0000053873773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009521247,0.0000049100486,0.7770753,0.000020194255,0.00002299567,0.0015504936,0.014757304,0.0000021656185,0.0000010701515,0.0019229702,0.1924112,0.012221876],"study_design_scores_gemma":[0.00010348398,0.0000057312554,0.03356032,0.00028801133,0.00002519497,0.000032652875,0.01776963,0.0000053214508,0.000002777444,0.0014092092,0.9467122,0.00008546736],"about_ca_topic_score_codex":0.04795206,"about_ca_topic_score_gemma":0.11313279,"teacher_disagreement_score":0.754301,"about_ca_system_score_codex":0.00021938786,"about_ca_system_score_gemma":0.00067392265,"threshold_uncertainty_score":0.95838773},"labels":[],"label_agreement":null},{"id":"W4392885316","doi":"10.1002/wjs.12110","title":"Advancing access to care: An assessment of the prehospital system in Senegal","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","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":"Montreal General Hospital; McGill University","funders":"Ministère des relations internationales et de la Francophonie","keywords":"Medicine; Emergency medical services; Medical emergency; Population; Descriptive statistics; Health care; Prehospital Emergency Care; Environmental health; Economic growth","score_opus":0.030712636116822525,"score_gpt":0.3644836894026443,"score_spread":0.3337710532858218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392885316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876505,0.004240794,0.00004422951,0.0013749911,0.0038623922,0.00013027432,0.000004058678,0.000013397357,0.002679363],"genre_scores_gemma":[0.99918795,0.00008259458,0.00015324268,0.00006421688,0.00041322474,0.0000039399633,5.093112e-7,0.000014052203,0.00008029467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871624,0.000055412685,0.00057093287,0.000104004495,0.00038272946,0.00017070583],"domain_scores_gemma":[0.9993355,0.00013597946,0.00011609699,0.00013985133,0.00017935107,0.000093201386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051782106,0.00009535653,0.00039712287,0.00041256327,0.000036913567,0.000022788903,0.00010636258,0.000019125055,0.000020381996],"category_scores_gemma":[0.00005608569,0.000059080634,0.00023611345,0.0006526508,0.00002089634,0.00022258183,0.000053929038,0.00023942628,7.0527364e-7],"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":[0.000068570655,0.00006536994,0.96106786,0.0011697904,0.00014933156,0.00038018535,0.0017393125,0.000562238,0.001264822,0.00013566371,0.007312747,0.02608411],"study_design_scores_gemma":[0.00013461194,0.00006757149,0.9844667,0.003816007,0.000085508895,0.00009756864,0.0029742676,0.0000398744,0.00062144117,0.0000065954014,0.007615622,0.000074284355],"about_ca_topic_score_codex":0.000059567952,"about_ca_topic_score_gemma":0.00032702816,"teacher_disagreement_score":0.026009826,"about_ca_system_score_codex":0.0002489319,"about_ca_system_score_gemma":0.00036029794,"threshold_uncertainty_score":0.24092384},"labels":[],"label_agreement":null},{"id":"W4392950465","doi":"10.1002/wjs.12149","title":"A time out for prayer","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Religion, Spirituality, and Psychology","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":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prayer; Beneficence; Autonomy; Fiduciary; Faith; Medicine; Economic Justice; Health care; Nursing; Psychotherapist; Psychology; Law; Theology; Philosophy; Political science; Duty","score_opus":0.08567248730870118,"score_gpt":0.38537421134633876,"score_spread":0.29970172403763756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392950465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34508777,0.051239394,0.0020869127,0.24445258,0.045168582,0.0005912637,0.000028473441,0.0002313882,0.31111363],"genre_scores_gemma":[0.8967448,0.0011664712,0.00043123416,0.0026976923,0.0076004267,0.0000070698275,0.0000020473328,0.000030137542,0.09132013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894536,0.00014249374,0.00036667383,0.00009151019,0.00023577467,0.00021820316],"domain_scores_gemma":[0.99816215,0.0014070489,0.00012503487,0.00006645918,0.00012842166,0.00011089046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030535522,0.00006121411,0.00021935212,0.0002963674,0.00012715365,0.00008948094,0.000116810166,0.000051489304,0.0004684851],"category_scores_gemma":[0.0002638621,0.000050166647,0.0003165574,0.00025164156,0.00013608315,0.00017488172,0.000006166344,0.00013546097,0.00014699627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038925544,0.000032539156,0.0026256323,0.000020985519,0.000059553997,0.000050744235,0.0048512137,0.0000010425327,0.000070506285,0.0036831235,0.97599363,0.012572072],"study_design_scores_gemma":[0.00005815547,0.000012748885,0.00095251494,0.00010157292,0.000021978165,0.000013548565,0.00028829102,0.000003120536,0.000014238374,0.008266055,0.99019885,0.00006892264],"about_ca_topic_score_codex":0.00006440681,"about_ca_topic_score_gemma":0.00033719905,"teacher_disagreement_score":0.551657,"about_ca_system_score_codex":0.00004058924,"about_ca_system_score_gemma":0.00030021922,"threshold_uncertainty_score":0.5129583},"labels":[],"label_agreement":null},{"id":"W4396588452","doi":"10.1002/wjs.12194","title":"Professor Julie Ann Sosa, MD <i>(Academic Endocrine Surgeon and Researcher, United States of America)</i>","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Health and Medical Research Impacts","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":"Flinders Foundation; National Health and Medical Research Council; PanKind, The Australian Pancreatic Cancer Foundation","keywords":"Scholarship; Feeling; Medicine; The arts; Surgeon general; Library science; Management; Gerontology; Art history; Classics; History; Psychology; Political science; Law; Public health; Nursing","score_opus":0.19318278609538528,"score_gpt":0.4489308458774443,"score_spread":0.25574805978205906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396588452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78840345,0.045197386,0.00008162776,0.16458608,0.0006324372,0.00036020172,0.000042900403,0.000040621784,0.0006552901],"genre_scores_gemma":[0.84296894,0.14176768,0.0002457468,0.008220248,0.00087981235,0.000008897895,0.00005733646,0.00006022063,0.0057911025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627674,0.00033591094,0.0009980961,0.00016615809,0.0012891213,0.00093397294],"domain_scores_gemma":[0.9906841,0.0049676658,0.00023246222,0.00016260677,0.0005132431,0.003439929],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0053855833,0.00015188936,0.00072619057,0.0018687098,0.000052199506,0.000022223112,0.00009852583,0.00006918952,0.00029291763],"category_scores_gemma":[0.018086774,0.000105491614,0.00016796302,0.0017825391,0.00036811488,0.00019665423,0.000060486112,0.0018680929,0.000014537949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012239427,0.00014237035,0.016890034,0.0023078579,0.00016080137,0.0025311667,0.0002889629,0.0000017643906,0.002879219,0.000034817695,0.82134724,0.15219183],"study_design_scores_gemma":[0.0006986907,0.00036306644,0.006628952,0.004302176,0.00006300904,0.0005415684,0.0002962072,0.0002421193,0.0023653228,0.00030303208,0.9840877,0.00010815629],"about_ca_topic_score_codex":0.00018715452,"about_ca_topic_score_gemma":0.000007316663,"teacher_disagreement_score":0.16274047,"about_ca_system_score_codex":0.00012789706,"about_ca_system_score_gemma":0.0045259385,"threshold_uncertainty_score":0.9901843},"labels":[],"label_agreement":null},{"id":"W4396925082","doi":"10.1002/wjs.12204","title":"A systematic review of population‐based studies on metachronous metastases of colorectal cancer","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Colorectal Cancer Treatments and Studies","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; Colorectal cancer; Abdominal surgery; Vascular surgery; Cardiothoracic surgery; Cardiac surgery; Cancer; General surgery; Oncology; Internal medicine; Surgery","score_opus":0.12230698645561552,"score_gpt":0.41903029554994214,"score_spread":0.29672330909432665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396925082","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011011912,0.99739057,2.618625e-7,0.00014435037,0.0010176752,0.0010783131,0.00016380864,0.000008681123,0.000086228334],"genre_scores_gemma":[0.00088137505,0.9983404,0.00006503028,0.000094267576,0.00013599375,0.00017142856,0.000026456144,0.000045043966,0.00023996168],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952512,0.00034947883,0.0033109714,0.00020265495,0.00071170623,0.00017399421],"domain_scores_gemma":[0.993098,0.002119469,0.0038744858,0.00022696471,0.000597642,0.00008339987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014163466,0.00045507055,0.010725566,0.0011372402,0.000035605088,0.000007001943,0.00009835475,0.000051460967,0.00009179169],"category_scores_gemma":[0.0011236917,0.00023769925,0.0030189822,0.0010634012,0.00007805143,0.000042474745,0.000038673566,0.00031516812,0.000004253714],"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":[0.000090480644,0.00023162442,0.00005031992,0.9598074,0.016332781,0.00020667718,0.00003205995,0.0000015314492,1.6587711e-7,0.000014918925,0.0043155504,0.018916488],"study_design_scores_gemma":[0.00017162101,0.00025368552,0.000027909291,0.91248274,0.07177133,0.000115264964,0.000030107853,4.6053054e-7,0.000007148505,0.000005021531,0.014993441,0.00014126905],"about_ca_topic_score_codex":0.00003434003,"about_ca_topic_score_gemma":0.00004436576,"teacher_disagreement_score":0.055438552,"about_ca_system_score_codex":0.0006219541,"about_ca_system_score_gemma":0.0009747236,"threshold_uncertainty_score":0.9693094},"labels":[],"label_agreement":null},{"id":"W4397005924","doi":"10.1002/wjs.12198","title":"Enhancing trauma care through innovative trauma and disaster team response training: A blended learning approach in Tanzania","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Psychological intervention; Teamwork; Tanzania; Medicine; Medical education; Nursing","score_opus":0.0565331669761945,"score_gpt":0.31024584204695627,"score_spread":0.2537126750707618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397005924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711681,0.015906006,0.00026084125,0.0011084526,0.0006547102,0.00012864801,0.0000033661506,0.00004024479,0.010729642],"genre_scores_gemma":[0.997604,0.00029234838,0.00086499884,0.00011027855,0.00036883634,0.000008374416,0.0000040183536,0.000042183812,0.0007049491],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978289,0.00022895205,0.000921483,0.00026965566,0.00037669297,0.00037430838],"domain_scores_gemma":[0.99864095,0.00074447243,0.00017668116,0.00010071739,0.00023623485,0.00010091329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014049716,0.0002448553,0.0008205731,0.0009234153,0.00009979718,0.000042561885,0.0000549695,0.00006990703,0.000054073425],"category_scores_gemma":[0.00036168625,0.00019206034,0.0002206855,0.0014725645,0.00012072061,0.00030962288,0.000027781896,0.00093280245,0.0000023808827],"study_design_candidate":"qualitative","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":[0.00693546,0.0002620936,0.06427847,0.0016791887,0.0009900156,0.0025530492,0.4649591,0.000099229175,0.010663459,0.00025786928,0.0054720063,0.44185004],"study_design_scores_gemma":[0.0029712187,0.00076654437,0.55765593,0.0082429135,0.00038681415,0.0024751627,0.34000486,0.000089466834,0.004547488,0.00026126794,0.08177013,0.00082818465],"about_ca_topic_score_codex":0.000013163694,"about_ca_topic_score_gemma":0.00005867996,"teacher_disagreement_score":0.4933775,"about_ca_system_score_codex":0.00015425126,"about_ca_system_score_gemma":0.00034361592,"threshold_uncertainty_score":0.7831993},"labels":[],"label_agreement":null},{"id":"W4398143230","doi":"10.1002/wjs.12196","title":"Invited commentary: A low‐cost, DIY tourniquet simulator with built‐in self‐assessment for prehospital providers in Guatemala City","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Disaster Response and Management","field":"Health Professions","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":"Health Care Foundation","funders":"","keywords":"Tourniquet; Cardiac surgery; Vascular surgery; Medicine; Cardiothoracic surgery; Abdominal surgery; Medical emergency; Emergency medicine; Surgery","score_opus":0.062281209697240325,"score_gpt":0.4079034954949409,"score_spread":0.3456222857977006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398143230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936295,0.00034564425,0.0011044726,0.059013195,0.00095122063,0.0019802768,0.000019925104,0.00004887841,0.00024139277],"genre_scores_gemma":[0.9880953,0.000085570704,0.0007382151,0.010056897,0.00023528347,0.00026631658,0.000011830937,0.000046447065,0.00046417935],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970784,0.00053487427,0.0012023447,0.00024180798,0.00037965557,0.00056289346],"domain_scores_gemma":[0.99686944,0.0022593455,0.00038798424,0.00020588948,0.00010483483,0.0001724864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031502934,0.00022093428,0.00058365223,0.0012298976,0.00011247838,0.0000662343,0.00017056905,0.0000638583,0.00010131167],"category_scores_gemma":[0.000071634764,0.00016698516,0.00018425848,0.0006971983,0.00003086303,0.0005730839,0.00009960008,0.00076396356,0.0000032858663],"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":[0.0019660168,0.0005630574,0.5033499,0.0018727148,0.0003422574,0.0010738149,0.007596968,0.000571818,0.00003543709,0.000136231,0.4779152,0.004576592],"study_design_scores_gemma":[0.0058676167,0.0005216133,0.18069586,0.019699683,0.0002460713,0.000017586488,0.01281821,0.0050240466,0.00006929088,0.001163529,0.77306443,0.00081207353],"about_ca_topic_score_codex":0.00014568161,"about_ca_topic_score_gemma":0.0013664094,"teacher_disagreement_score":0.32265404,"about_ca_system_score_codex":0.00071313337,"about_ca_system_score_gemma":0.00038651357,"threshold_uncertainty_score":0.68094575},"labels":[],"label_agreement":null},{"id":"W4399463348","doi":"10.1002/wjs.12239","title":"Digitizing operating theater data in resource‐limited settings: Understanding surgical care delivery post‐implementation at Tanzanian referral hospital","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"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 Health Centre; Montreal General Hospital","funders":"McGill University","keywords":"Medicine; Perioperative; Interventional radiology; Referral; Psychological intervention; Medical emergency; Stakeholder engagement; Stakeholder; Resource (disambiguation); Orthopedic surgery; Nursing; Surgery; Public relations; Computer science","score_opus":0.07789747572519846,"score_gpt":0.3438602500514578,"score_spread":0.26596277432625937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399463348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115236,0.0066551,0.000009419213,0.008852022,0.00096783694,0.00019152167,0.000082322724,0.000047064445,0.0020423857],"genre_scores_gemma":[0.9971825,0.00026940057,0.00012818858,0.0012311692,0.00062162604,0.0000019765935,0.00041250532,0.00004089597,0.00011173007],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969951,0.00019129927,0.0012325356,0.0003381463,0.00061349117,0.0006294356],"domain_scores_gemma":[0.9979505,0.001041096,0.0002293282,0.0002862755,0.0001551764,0.00033762195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082847,0.00021763484,0.0005877096,0.0009264469,0.00017157874,0.00015961884,0.00013566467,0.00008694957,0.0001993485],"category_scores_gemma":[0.00019318365,0.00017819757,0.0002182127,0.00068317464,0.000049268918,0.0006487398,0.00015493915,0.00062563637,0.000011235129],"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":[0.001734012,0.00018598235,0.7794604,0.0017837966,0.0003309603,0.036300894,0.005270145,0.000026284986,0.00078292587,0.0004334761,0.12599921,0.04769194],"study_design_scores_gemma":[0.005143542,0.00071307854,0.11597867,0.020649465,0.00051468867,0.009715935,0.11819266,0.0008319088,0.0006160776,0.000117523305,0.72609824,0.0014281872],"about_ca_topic_score_codex":0.000066890156,"about_ca_topic_score_gemma":0.0001850431,"teacher_disagreement_score":0.6634817,"about_ca_system_score_codex":0.001224156,"about_ca_system_score_gemma":0.00054239604,"threshold_uncertainty_score":0.7266686},"labels":[],"label_agreement":null},{"id":"W4399930352","doi":"10.1002/wjs.12256","title":"Uncovering gaps in women's authorship: A big data analysis in academic surgery","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":7,"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 Health Network; McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Odds ratio; Demography; Odds; Bibliometrics; Representation (politics); Family medicine; Logistic regression; Library science; Political science; Law; Sociology; Pathology; Internal medicine","score_opus":0.13860492780265599,"score_gpt":0.3449444774487763,"score_spread":0.20633954964612033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399930352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98394567,0.0066375383,0.00005585551,0.004891865,0.0032529905,0.000035293335,0.000011620208,0.000021174668,0.0011479829],"genre_scores_gemma":[0.99397093,0.004114659,0.000014854128,0.00038375292,0.0008885652,8.888352e-7,0.000005739994,0.0000072994253,0.00061332574],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971328,0.000440289,0.0006944716,0.00021763043,0.0010552808,0.00045954058],"domain_scores_gemma":[0.99636614,0.0029498222,0.00019290204,0.00021195822,0.000055465065,0.00022368258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022704497,0.000103021004,0.00058227574,0.003913605,0.00007900956,0.00013427518,0.0006566162,0.000101017315,0.00030471897],"category_scores_gemma":[0.0014091529,0.000097562996,0.00021127376,0.0067565017,0.00014662828,0.0007202843,0.000118296906,0.0009193296,0.000011343576],"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":[0.00008128399,0.00004224599,0.89327365,0.00006744143,0.00024970408,0.0019618708,0.009979365,0.00027999078,0.000021611118,0.0001467825,0.028790709,0.06510536],"study_design_scores_gemma":[0.00031993754,0.000015865866,0.3851858,0.0041685686,0.0005374096,0.000021169155,0.045372605,0.00017192715,0.000020621816,0.006660122,0.55690354,0.00062240113],"about_ca_topic_score_codex":0.0007125777,"about_ca_topic_score_gemma":0.003541874,"teacher_disagreement_score":0.5281128,"about_ca_system_score_codex":0.00044412236,"about_ca_system_score_gemma":0.0008572282,"threshold_uncertainty_score":0.7868971},"labels":[],"label_agreement":null},{"id":"W4400306200","doi":"10.1002/wjs.12273","title":"Remimazolam has similar anesthetic effect and superior safety compared to propofol in elderly patients: A meta‐analysis of randomized controlled trials","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Propofol; Abdominal surgery; Medicine; Cardiac surgery; Vascular surgery; Randomized controlled trial; Cardiothoracic surgery; Meta-analysis; Anesthetic; Anesthesia; Surgery; Internal medicine","score_opus":0.1289661211676088,"score_gpt":0.3732963592798457,"score_spread":0.24433023811223692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400306200","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043615294,0.9894301,0.000020329622,0.0005440351,0.0001938087,0.0053724404,0.000027705917,0.0000095406895,0.00004047832],"genre_scores_gemma":[0.010409429,0.9884741,0.0001153695,0.00014209661,0.0001015625,0.00024647583,0.00006876202,0.00007000518,0.00037223444],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9830409,0.0077442983,0.007585005,0.00039560595,0.00090690545,0.00032725636],"domain_scores_gemma":[0.97354233,0.02161166,0.0037371588,0.00034372308,0.00045344484,0.00031166765],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02655758,0.0007375049,0.06316444,0.005924862,0.000046028083,0.00007286507,0.00016138752,0.00018505934,0.0002978589],"category_scores_gemma":[0.006273465,0.00035448832,0.019295108,0.002440759,0.00018713201,0.00009091788,0.000036943744,0.00065269065,0.000006509658],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23388347,0.0006414088,0.0017602171,0.018635016,0.65883017,0.0018590814,0.0004385027,0.0000095258665,0.000002608202,0.000011510941,0.0013575876,0.082570896],"study_design_scores_gemma":[0.07234161,0.00023819819,0.00012436515,0.01455343,0.82665116,0.00012537303,0.000016015374,0.000016361046,0.0000015464932,0.000005857009,0.08564353,0.00028255145],"about_ca_topic_score_codex":0.000018310173,"about_ca_topic_score_gemma":0.000013965896,"teacher_disagreement_score":0.16782098,"about_ca_system_score_codex":0.00013675165,"about_ca_system_score_gemma":0.00063582085,"threshold_uncertainty_score":0.9998907},"labels":[],"label_agreement":null},{"id":"W4400696905","doi":"10.1002/wjs.12292","title":"Author's reply: Conflict of interest disclosure by US cardiothoracic surgeons","year":2024,"lang":"en","type":"letter","venue":"World Journal of Surgery","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Abdominal surgery; Medicine; General surgery; Surgery","score_opus":0.5937092053682775,"score_gpt":0.5351840176192424,"score_spread":0.058525187749035146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400696905","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027726758,0.036314968,0.000008983074,0.9089987,0.022046432,0.00036539446,0.0018674637,0.00008393288,0.0025873259],"genre_scores_gemma":[0.27928004,0.004377061,0.000022660519,0.652942,0.012636295,0.000026728281,0.00035890628,0.0002510622,0.050105248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924498,0.0024444817,0.002825533,0.0005487439,0.00061737414,0.0011140706],"domain_scores_gemma":[0.9910642,0.005180511,0.0019041275,0.00048247838,0.00060011237,0.0007685686],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0052559,0.00073477114,0.0023783809,0.0012557944,0.00019769663,0.00007440119,0.0006963676,0.002276718,0.0034201245],"category_scores_gemma":[0.0005406024,0.0006385572,0.0016716536,0.0009380356,0.0006564067,0.00022503403,0.0001822203,0.021732066,0.0001222261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043185108,0.00015094534,0.015621909,0.001786751,0.0019414172,0.006826629,0.00013078966,0.000011210487,0.00063223625,0.000046163186,0.96726304,0.005157052],"study_design_scores_gemma":[0.00029341978,0.000067725625,0.00031979382,0.001280695,0.0014032105,0.0007770872,0.000037562022,0.000018122337,0.0037297532,0.00021476815,0.99131405,0.00054378633],"about_ca_topic_score_codex":0.00005604463,"about_ca_topic_score_gemma":0.000021724736,"teacher_disagreement_score":0.25605676,"about_ca_system_score_codex":0.0002779907,"about_ca_system_score_gemma":0.0010044918,"threshold_uncertainty_score":0.99960655},"labels":[],"label_agreement":null},{"id":"W4401233925","doi":"10.1002/wjs.12306","title":"Authors' reply: Are low‐ and middle‐income countries achieving the Lancet commission global benchmark for surgical volumes? A systematic review","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"University of Manitoba; Manitoba Health","funders":"","keywords":"Conceptualization; Commission; Public health; Medicine; Library science; Management; Sociology; Political science; Nursing; Law","score_opus":0.07464616131624922,"score_gpt":0.3781249822933481,"score_spread":0.3034788209770989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401233925","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002615655,0.987049,0.000003618322,0.008111263,0.002315043,0.0020276671,0.00017793968,0.000037887807,0.00025144115],"genre_scores_gemma":[0.000067867004,0.99501985,0.00006065912,0.0016975098,0.001826945,0.000093667506,0.00003531223,0.000056894336,0.0011413047],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99289745,0.0009392491,0.0040409938,0.00039984108,0.0009316891,0.00079076516],"domain_scores_gemma":[0.98919487,0.005680994,0.0032232786,0.00069130596,0.00046438366,0.00074518804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012257349,0.00065180793,0.009730279,0.0004114397,0.0002529638,0.00015901274,0.00030573524,0.0002461346,0.000050053903],"category_scores_gemma":[0.003918987,0.0003316923,0.0024467718,0.0010937353,0.00014638632,0.00012430147,0.00012483045,0.0012983627,0.00002251258],"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":[0.00012073021,0.000031655483,0.0006261881,0.85936517,0.0004326079,0.0011993011,0.000007909923,1.7053775e-8,7.654025e-10,0.00012915273,0.13137096,0.0067163208],"study_design_scores_gemma":[0.0001295973,0.000021357348,0.000048957907,0.50120944,0.0044159847,0.005097636,0.000010205572,0.00000166187,2.8807943e-9,0.000025528967,0.48889637,0.00014328513],"about_ca_topic_score_codex":0.000006416671,"about_ca_topic_score_gemma":0.0000057703096,"teacher_disagreement_score":0.35815573,"about_ca_system_score_codex":0.00050859887,"about_ca_system_score_gemma":0.0015755215,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W4401278622","doi":"10.1002/wjs.12304","title":"Magnetic single‐anastomosis side‐to‐side duodeno‐ileostomy for revision of sleeve gastrectomy in adults with severe obesity: 1‐year outcomes","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Medicine; Sleeve gastrectomy; Anastomosis; Surgery; Weight loss; Duodenal switch; Ileostomy; Body mass index; Obesity; Internal medicine; Gastric bypass","score_opus":0.020415989166831884,"score_gpt":0.2568045471549849,"score_spread":0.23638855798815303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401278622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883363,0.0038750698,0.00023568343,0.005511506,0.00094359537,0.00047640695,0.000021410082,0.00003760468,0.0005623943],"genre_scores_gemma":[0.99428344,0.0002499786,0.0036431435,0.00049974344,0.00031795312,0.0000062359395,0.000006872768,0.0000581407,0.00093451777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972266,0.00011241515,0.001296017,0.00030455727,0.00061942596,0.00044096747],"domain_scores_gemma":[0.9953649,0.0033504874,0.0003849734,0.00027572268,0.0003302041,0.00029369906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014313242,0.00030174074,0.0014084034,0.0019300139,0.00004260756,0.000040370604,0.00012412152,0.00008902344,0.0001442805],"category_scores_gemma":[0.0007017434,0.00021467365,0.00062238914,0.0015162118,0.000052436262,0.00026251798,0.000042750933,0.00041860837,0.000014679996],"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":[0.00279578,0.00035420092,0.9098616,0.0013894924,0.00028028717,0.001243533,0.0004917744,0.000044063952,0.000281066,0.00007791835,0.0075873877,0.07559286],"study_design_scores_gemma":[0.0037031556,0.0011452119,0.9416258,0.020105472,0.0009894548,0.0013790402,0.00085783686,0.000065269625,0.0028233903,0.0002580332,0.026393607,0.00065375504],"about_ca_topic_score_codex":0.00004257699,"about_ca_topic_score_gemma":0.000096318334,"teacher_disagreement_score":0.0749391,"about_ca_system_score_codex":0.0001649763,"about_ca_system_score_gemma":0.00038048986,"threshold_uncertainty_score":0.8754137},"labels":[],"label_agreement":null},{"id":"W4402530328","doi":"10.1002/wjs.12333","title":"Impacting trauma care in resource‐limited settings: Lessons learned from Tanzania's web‐based trauma registry initiatives","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":11,"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 Health Centre; Montreal General Hospital","funders":"McGill University","keywords":"Medicine; Tanzania; Medical emergency; Major trauma; Health care; Stakeholder; Emergency medicine","score_opus":0.08379892554362549,"score_gpt":0.3402832884508866,"score_spread":0.2564843629072611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402530328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93811566,0.029143507,0.000015632824,0.016982388,0.0012115273,0.00011485769,0.00007795793,0.00010121835,0.014237281],"genre_scores_gemma":[0.99721843,0.00051062094,0.00023498204,0.0005415015,0.0011489855,0.000005609184,0.000038570237,0.00006580336,0.00023551642],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972808,0.00021623113,0.0011197871,0.0003427331,0.000558567,0.00048191758],"domain_scores_gemma":[0.9972549,0.0016606696,0.00038262038,0.00025233917,0.00022110394,0.00022838688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008551763,0.00031678678,0.00094295974,0.0013002658,0.00013294934,0.00007150456,0.00012528086,0.00011706049,0.00022302174],"category_scores_gemma":[0.0007497143,0.00026509544,0.0006637876,0.001230716,0.00011721839,0.00022362948,0.000027712253,0.0011393524,0.000008762559],"study_design_candidate":"design_other","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":[0.0018438507,0.00025512918,0.124239154,0.00093893416,0.000917011,0.0073948144,0.0128249675,0.00010422884,0.0039049268,0.000025365964,0.046302695,0.8012489],"study_design_scores_gemma":[0.0034342625,0.00029559704,0.6086611,0.016820386,0.0007609223,0.00031876733,0.05747008,0.00018617227,0.006657152,0.0001968367,0.30438155,0.0008171403],"about_ca_topic_score_codex":0.00007829314,"about_ca_topic_score_gemma":0.00036056852,"teacher_disagreement_score":0.8004318,"about_ca_system_score_codex":0.00027992917,"about_ca_system_score_gemma":0.0004917146,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4402559936","doi":"10.1002/wjs.12352","title":"Shouldice versus Lichtenstein inguinal hernia repair: A meta‐analysis of randomized controlled trials","year":2024,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Medicine; Seroma; Inguinal hernia; Randomized controlled trial; Urinary retention; Hernia repair; Surgery; Abdominal surgery; Hernia; Number needed to treat; Meta-analysis; Groin; Odds ratio; Relative risk; Confidence interval; Complication; Internal medicine","score_opus":0.2936841109295131,"score_gpt":0.43973080351700244,"score_spread":0.14604669258748937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402559936","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000062403938,0.99134874,0.000045165012,0.00041020827,0.0020458894,0.0022305024,0.000033758366,0.000077920406,0.0038015803],"genre_scores_gemma":[0.00016674372,0.99140984,0.00040251404,0.000119421646,0.0009789106,0.00018868527,0.000029127497,0.00009242464,0.0066123465],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98062694,0.005672331,0.011200245,0.0004494682,0.001641893,0.00040912942],"domain_scores_gemma":[0.9580859,0.03101667,0.009060034,0.00071175024,0.0007487586,0.0003769024],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.058994226,0.0008358831,0.07891067,0.008416473,0.00003962187,0.00006669406,0.00024546703,0.00027070206,0.0017663286],"category_scores_gemma":[0.016928645,0.00042196971,0.13647246,0.0030328205,0.00014577477,0.00008261399,0.00010323331,0.001099486,0.000033394088],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10385507,0.00017974743,0.000001242778,0.011598417,0.8260076,0.001535288,0.000033970948,0.0000071328614,2.022583e-7,0.00009968293,0.01629203,0.040389627],"study_design_scores_gemma":[0.040388566,0.000052713218,1.6319099e-7,0.0050550876,0.5240085,0.000051234714,0.000013323979,0.000021156364,1.18221976e-7,0.0000060837915,0.4302509,0.00015216478],"about_ca_topic_score_codex":0.000032998698,"about_ca_topic_score_gemma":0.00003293482,"teacher_disagreement_score":0.41395888,"about_ca_system_score_codex":0.00019269632,"about_ca_system_score_gemma":0.0014398873,"threshold_uncertainty_score":0.9998232},"labels":[],"label_agreement":null},{"id":"W4403701917","doi":"10.1002/wjs.12375","title":"Unveiling patterns in pediatric appendectomy: A comparative study on healthcare resource capacity and surgical decisions in Brazil","year":2024,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Appendicitis Diagnosis and Management","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":"University Health Network; McGill University","funders":"","keywords":"Medicine; Pediatric surgery; Appendicitis; Demographics; Acute appendicitis; Cardiac surgery; Pediatric hospital; Cardiothoracic surgery; Emergency medicine; Health care; Vascular surgery; Healthcare Cost and Utilization Project; Public health; Abdominal surgery; Pediatric Surgeon; Emergency surgery; General surgery; Pediatrics; Surgery","score_opus":0.11359752909484042,"score_gpt":0.3721059087017302,"score_spread":0.25850837960688977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403701917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919766,0.0037901094,0.000011640972,0.0032769656,0.00023404017,0.00030695696,0.000004706796,0.000011898425,0.00038706805],"genre_scores_gemma":[0.9980543,0.0012987276,0.000018571296,0.000292289,0.00025100075,0.000008845335,0.0000024448134,0.000014807975,0.000058982045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979693,0.00024982705,0.0008177951,0.00024419115,0.00046211583,0.0002567385],"domain_scores_gemma":[0.9976002,0.0018926187,0.00014787883,0.00012570148,0.000042037453,0.00019157563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017759395,0.00015413182,0.00070165144,0.0018281452,0.00004096379,0.000044867847,0.000059119655,0.000037018326,0.000056848214],"category_scores_gemma":[0.00010204026,0.000120379686,0.00012905464,0.00088692416,0.000025174902,0.00009580522,0.0000505588,0.0007150826,0.000009391057],"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":[0.00026092253,0.0007293277,0.97857875,0.00009659404,0.00003652656,0.0076600304,0.0016383034,0.000027637621,0.0000014760593,0.00009732092,0.0041175964,0.0067555443],"study_design_scores_gemma":[0.0011751793,0.000257576,0.98716384,0.0017193316,0.00005317867,0.00015491284,0.0024825837,0.00006357126,0.000007120892,0.000061794555,0.0067507937,0.000110110894],"about_ca_topic_score_codex":0.00011379854,"about_ca_topic_score_gemma":0.001003576,"teacher_disagreement_score":0.008585126,"about_ca_system_score_codex":0.00017950089,"about_ca_system_score_gemma":0.000114047645,"threshold_uncertainty_score":0.4908941},"labels":[],"label_agreement":null},{"id":"W4407183966","doi":"10.1002/wjs.12498","title":"Correction to: Enhancing Trauma Care Through Innovative Trauma and Disaster Team Response Training: A Blended Learning Approach in Tanzania. Osebo C, Razek T, Deckelbaum D, et al. <i>World J Surg</i>. 2024;7:1616–1625","year":2025,"lang":"en","type":"erratum","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"National Institutes of Health","keywords":"Tanzania; Abdominal surgery; Vascular surgery; Medicine; Cardiothoracic surgery; Cardiac surgery; Emergency response; Training (meteorology); Disaster response; Medical education; Nursing; Surgery; Medical emergency; Emergency management; Sociology; Geography; Political science","score_opus":0.03524277916662572,"score_gpt":0.3190780206765692,"score_spread":0.2838352415099435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407183966","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25260007,0.0596217,0.0024282646,0.03854779,0.22054046,0.0049238196,0.00027598103,0.00041947054,0.42064244],"genre_scores_gemma":[0.59796375,0.0038090681,0.001940652,0.024405839,0.003231035,0.0001512977,0.0005856114,0.00035729836,0.36755544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907047,0.0019238289,0.0034162444,0.0010294596,0.0013748092,0.0015509593],"domain_scores_gemma":[0.9902901,0.005443588,0.0018259466,0.00047106706,0.001222383,0.0007468827],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008279659,0.0010356478,0.003733045,0.0045897653,0.00030792993,0.00015724021,0.0002434272,0.0004548707,0.00011231052],"category_scores_gemma":[0.0041398546,0.00096109894,0.00074530434,0.0059756073,0.00018840001,0.00051111827,0.000127849,0.007083658,0.0000061371024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012544318,0.0002846855,0.008193873,0.0010903318,0.00027806053,0.0010064032,0.010361587,0.00009001479,0.000063129664,0.000015119666,0.9167697,0.04930282],"study_design_scores_gemma":[0.0022090971,0.0003964728,0.023346154,0.017052893,0.00021992512,0.00095429854,0.017220639,0.00006953294,0.00011546171,0.00003289072,0.93753654,0.0008460732],"about_ca_topic_score_codex":0.00020511856,"about_ca_topic_score_gemma":0.0019793299,"teacher_disagreement_score":0.3453637,"about_ca_system_score_codex":0.0011925312,"about_ca_system_score_gemma":0.006311649,"threshold_uncertainty_score":0.99932164},"labels":[],"label_agreement":null},{"id":"W4407295870","doi":"10.1002/wjs.12497","title":"Improving Patient Safety Culture in Conflict‐Affected Zones: A Cross‐Sectional Survey of North Kivu Surgical Personnel in the Democratic Republic of the Congo","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","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","funders":"","keywords":"Patient safety; Medicine; Safety culture; Cross-sectional study; Health care; Teamwork; Family medicine; Rural area; Nursing; Environmental health; Management","score_opus":0.07310430042450528,"score_gpt":0.3697379363093866,"score_spread":0.29663363588488134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407295870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963811,0.0003839954,0.00008215214,0.0010512747,0.0012125206,0.00044056345,0.00004095811,0.000004941355,0.0004024811],"genre_scores_gemma":[0.99880683,0.0001084409,0.000017566395,0.0005334239,0.000052413707,0.000018833125,0.000021832731,0.0000072720327,0.00043336945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99401414,0.002854742,0.002104538,0.00015226388,0.00057572185,0.00029860015],"domain_scores_gemma":[0.99168915,0.0052270493,0.0020235556,0.0002682904,0.00072125084,0.00007071631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050145374,0.00013822365,0.00054461154,0.00052420935,0.000279761,0.00000314687,0.00030055523,0.00012047781,0.00007078931],"category_scores_gemma":[0.004589163,0.000078674115,0.00022546358,0.0019739203,0.00020233207,0.0001519818,0.00007120796,0.0011754563,9.631393e-7],"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":[0.00044976233,0.00024963575,0.9923893,0.00018532143,0.00003716896,0.000008749212,0.004414866,0.00023291228,0.000020594684,0.000115709445,0.0013760794,0.000519852],"study_design_scores_gemma":[0.0009971483,0.000031029005,0.9944483,0.0007535938,0.000012707722,0.000010432121,0.0012565587,0.00011297494,0.0000080049285,0.00001913061,0.0022842658,0.000065826],"about_ca_topic_score_codex":0.00063795457,"about_ca_topic_score_gemma":0.005512821,"teacher_disagreement_score":0.0048748665,"about_ca_system_score_codex":0.0001730008,"about_ca_system_score_gemma":0.0013826797,"threshold_uncertainty_score":0.54939884},"labels":[],"label_agreement":null},{"id":"W4407581761","doi":"10.1002/wjs.12506","title":"The World Journal of Surgery Is Pleased to Welcome Dr. Nirav Patel to Our Editorial Board","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"Vascular surgery; Abdominal surgery; Cardiothoracic surgery; Medicine; Cardiac surgery; General surgery; Editorial board; Library science; Surgery; Computer science","score_opus":0.03575872494326996,"score_gpt":0.32715572394843123,"score_spread":0.29139699900516125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407581761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46442187,0.0055728867,0.00016477631,0.20595899,0.32112536,0.0005453795,0.000037350113,0.00004287898,0.002130493],"genre_scores_gemma":[0.87828106,0.0010930446,0.0002819073,0.024028553,0.08125112,0.000010800274,0.0000039561223,0.0000734586,0.01497609],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993161,0.0003715024,0.0032250136,0.0002634012,0.0018564502,0.0011225983],"domain_scores_gemma":[0.98990315,0.0046061277,0.0013762194,0.00050967105,0.0019481004,0.0016567243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008636536,0.00038838128,0.001921451,0.00311218,0.0003239245,0.00013837987,0.00037529712,0.00014654621,0.00014010625],"category_scores_gemma":[0.0038640301,0.00026771476,0.0014429016,0.002901075,0.0000600782,0.00023466657,0.0000970664,0.0012721505,0.000065732056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048764953,0.00018558977,0.15387501,0.00012254977,0.00023784913,0.00058946485,0.00006736363,0.000012015738,0.00019283182,0.000028204031,0.82606614,0.01374652],"study_design_scores_gemma":[0.00078899966,0.00010018191,0.0778167,0.0021667348,0.00014517618,0.00018810124,0.0002923446,0.0000019422032,0.0005439512,0.00018345517,0.91755044,0.00022199017],"about_ca_topic_score_codex":0.00006836362,"about_ca_topic_score_gemma":0.00014091753,"teacher_disagreement_score":0.4138592,"about_ca_system_score_codex":0.0004561392,"about_ca_system_score_gemma":0.0034502158,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W4408245405","doi":"10.1002/wjs.12544","title":"On the Shoulders of Giants: The Specialist Surgeon Workforce in East, Central and Southern Africa","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Shoulders; Cardiothoracic surgery; Medicine; Abdominal surgery; Workforce; Vascular surgery; Cardiac surgery; General surgery; Surgery; Political science; Law","score_opus":0.043410717916363126,"score_gpt":0.28398087784178444,"score_spread":0.2405701599254213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408245405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94506437,0.0047495943,0.000021399472,0.034378678,0.0010917262,0.0001818519,0.000009107913,0.0000058046026,0.014497468],"genre_scores_gemma":[0.9956629,0.0004806367,0.000006976283,0.002103706,0.0001750108,0.0000014537097,7.634624e-7,0.000008495345,0.0015600225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818885,0.00019242144,0.00075665873,0.00010002123,0.00035413745,0.0004079048],"domain_scores_gemma":[0.9970358,0.002206662,0.00031977714,0.000187545,0.000103419996,0.00014677735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021332512,0.0001249358,0.0005061323,0.0003989719,0.00008012884,0.000017297627,0.0000946099,0.00004695953,0.00010289801],"category_scores_gemma":[0.0007143598,0.00006559888,0.00022722787,0.00078581873,0.00016613885,0.00004250426,0.000021567363,0.00045065276,0.0000020220803],"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":[0.0030636734,0.00030270204,0.7876252,0.00017760089,0.00012476226,0.0003184872,0.0011300133,0.000076027456,0.000042734253,0.005812304,0.16506584,0.036260676],"study_design_scores_gemma":[0.0015900838,0.00009361969,0.83858097,0.00610206,0.00017298748,0.00016032156,0.005235412,0.00012282528,0.00012175435,0.004127102,0.14343867,0.00025419059],"about_ca_topic_score_codex":0.00005986812,"about_ca_topic_score_gemma":0.00011209422,"teacher_disagreement_score":0.050955784,"about_ca_system_score_codex":0.000074857264,"about_ca_system_score_gemma":0.00038871646,"threshold_uncertainty_score":0.26750445},"labels":[],"label_agreement":null},{"id":"W4408246262","doi":"10.1002/wjs.12536","title":"Adoption of the Enhanced Recovery After Surgery Practices for Colorectal Procedures: A Nationwide Assessment in Ukraine","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","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":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Abdominal surgery; Cardiac surgery; Cardiothoracic surgery; Vascular surgery; Colorectal surgery; Medicine; General surgery; Quality of Life Research; Surgery; Public health; Nursing","score_opus":0.0223539180594709,"score_gpt":0.31769089634317477,"score_spread":0.29533697828370387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408246262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898091,0.001658317,0.0011960554,0.0034623973,0.0025564306,0.0005323768,0.000010231834,0.000012036238,0.0007630841],"genre_scores_gemma":[0.9950484,0.0011012424,0.0012518263,0.0006979048,0.0002538998,0.00011933018,0.000007721097,0.000023825529,0.0014958435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971512,0.00022969236,0.0015879078,0.000223351,0.000507374,0.0003004616],"domain_scores_gemma":[0.9890032,0.007595676,0.002395403,0.00023938126,0.0006942613,0.00007209896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003257543,0.00020404448,0.0009316947,0.0015579046,0.000053408603,0.000029922925,0.000113613765,0.0001043686,0.00005309271],"category_scores_gemma":[0.006984308,0.0001491329,0.0007703492,0.0014422596,0.00008460132,0.000541514,0.000044040025,0.0004824977,8.988724e-7],"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":[0.014670139,0.0013059219,0.88848716,0.0026150164,0.0007051756,0.0001104092,0.00021264754,0.00023280868,0.04283513,0.000060646802,0.020512735,0.02825219],"study_design_scores_gemma":[0.0010024594,0.00010627894,0.9385905,0.008498301,0.00025297402,0.00010135687,0.00017899425,0.00004648422,0.044173617,0.00036578564,0.0064628413,0.00022040914],"about_ca_topic_score_codex":0.000012497928,"about_ca_topic_score_gemma":0.00032632114,"teacher_disagreement_score":0.05010332,"about_ca_system_score_codex":0.00029271984,"about_ca_system_score_gemma":0.0028795276,"threshold_uncertainty_score":0.83613735},"labels":[],"label_agreement":null},{"id":"W4409605659","doi":"10.1002/wjs.12577","title":"Impact of Reducing Time Lived With Colostomies on Social Stigma Affecting Children With Anorectal Malformations in Southwestern Uganda","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Congenital gastrointestinal and neural anomalies","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; Montreal Children's Hospital; McMaster University","funders":"EQuity Social Venture; Department of Surgery; University of California, San Francisco; University of California Global Health Institute; Fogarty International Center; National Institutes of Health","keywords":"Colostomy; Medicine; Rurality; Stigma (botany); Social stigma; Demography; Pediatrics; Family medicine; Surgery; Rural area; Psychiatry","score_opus":0.023266875024273565,"score_gpt":0.27065587780967876,"score_spread":0.24738900278540518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409605659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990247,0.000093162846,0.0000038326616,0.00032586142,0.00002901051,0.00011211851,0.0000059911013,0.000009836542,0.00039548634],"genre_scores_gemma":[0.9992569,0.0000044724725,0.00008736907,0.0000308244,0.000083626415,0.0000011894876,0.000003406647,0.000009427014,0.00052274624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991052,0.000046009267,0.00039918395,0.000085015345,0.00018902523,0.00017556458],"domain_scores_gemma":[0.99909025,0.00029923092,0.0003466545,0.00005463805,0.00015256464,0.000056677367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022616108,0.00013665437,0.00047951427,0.0006724353,0.00007059762,0.000018164565,0.00004341547,0.000019638735,0.000039519087],"category_scores_gemma":[0.00008562199,0.00008297354,0.00017700515,0.00051203195,0.00008880723,0.00013406551,0.000017017795,0.000276128,0.0000019863137],"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":[0.0036780944,0.00016100697,0.98481506,0.000040667557,0.00021659474,0.00009773356,0.0003702512,0.00012443804,0.0041448814,0.0000012940307,0.00017993792,0.0061700675],"study_design_scores_gemma":[0.0008602525,0.00075628347,0.99379617,0.0021487977,0.00010240136,0.00086103624,0.0001283847,0.00002306022,0.0012442613,0.000003741302,0.0000016642193,0.00007397443],"about_ca_topic_score_codex":0.000076835095,"about_ca_topic_score_gemma":0.00007311762,"teacher_disagreement_score":0.00898111,"about_ca_system_score_codex":0.00008095341,"about_ca_system_score_gemma":0.0002630912,"threshold_uncertainty_score":0.3383563},"labels":[],"label_agreement":null},{"id":"W4409980116","doi":"10.1002/wjs.12605","title":"Mapping Distractions in the Hybrid Operating Room During Elective Endovascular Aortic Procedures","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","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":"Vlaamse regering; Universiteit Gent; Universitair Ziekenhuis Gent; Fonds Wetenschappelijk Onderzoek","keywords":"Vascular surgery; Medicine; Cardiothoracic surgery; Patient safety; Cardiac surgery; Surgery; Health care","score_opus":0.05164776179609766,"score_gpt":0.36994435436877904,"score_spread":0.3182965925726814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409980116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837002,0.00060755794,0.0016202506,0.009924889,0.0010243402,0.00028113736,0.0000017879601,0.000013703747,0.002826101],"genre_scores_gemma":[0.9977609,0.00017856645,0.00006902493,0.000988589,0.00020617826,0.000043927274,0.000002732442,0.0000065078684,0.0007435589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979213,0.0005139096,0.0009111871,0.00010186887,0.00026780058,0.0002839401],"domain_scores_gemma":[0.99744433,0.0016562642,0.0005517395,0.00013573444,0.00015780854,0.000054104235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019856317,0.000088549765,0.0002571927,0.00060923566,0.0006617658,0.0000040673403,0.00014032032,0.00003114042,0.0000715687],"category_scores_gemma":[0.0021099336,0.00006245445,0.00014398023,0.0008100631,0.00002765444,0.00021556043,0.000023607734,0.0009601056,0.000008515305],"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":[0.0000917565,0.00027242023,0.97576725,0.0005778933,0.00018899649,0.000105978834,0.007772313,0.00095229223,0.0016461996,0.0004065033,0.009805321,0.0024130738],"study_design_scores_gemma":[0.0003801245,0.0000046710516,0.97772557,0.0022377132,0.00002632369,0.00002954168,0.0076185986,0.00005293161,0.00020758282,0.00029713634,0.011343443,0.000076378856],"about_ca_topic_score_codex":0.00002613932,"about_ca_topic_score_gemma":0.00012848704,"teacher_disagreement_score":0.014060683,"about_ca_system_score_codex":0.00018293054,"about_ca_system_score_gemma":0.00087820773,"threshold_uncertainty_score":0.5089835},"labels":[],"label_agreement":null},{"id":"W4410916719","doi":"10.1002/wjs.12631","title":"Strategies and Recommendations to Improve Accessibility of Essential Surgery in Rural Settings in OECD Countries: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"Montreal General Hospital; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Workforce; Telemedicine; Developing country; MEDLINE; Psychological intervention; Work (physics); Rural area; Nursing; Economic growth; Health care; Political science","score_opus":0.04575666353709455,"score_gpt":0.4143584076765576,"score_spread":0.36860174413946306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410916719","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010369864,0.99349743,0.0000066728485,0.0028283526,0.0011799074,0.0012382459,0.000045375185,0.000008275958,0.00015877066],"genre_scores_gemma":[0.00048361445,0.99773794,0.00009424821,0.0013448643,0.00017581596,0.000047315792,0.000043129243,0.000021792846,0.00005129807],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9931168,0.00059501507,0.0049490687,0.00032589998,0.00044125284,0.00057195267],"domain_scores_gemma":[0.9894451,0.0072764116,0.002266715,0.00033005935,0.00034953916,0.0003321786],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0081579555,0.00040168647,0.0060594375,0.0026829182,0.000046845198,0.000059312642,0.0001414813,0.0001789863,0.00015785359],"category_scores_gemma":[0.0021960353,0.00032971942,0.0008459403,0.0016805533,0.00008599055,0.00045315304,0.00009642906,0.00086651684,0.0000028675156],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012685178,0.00010760765,0.005884848,0.47519583,0.000058611742,0.00016393402,0.000024021569,1.3144181e-7,2.7858002e-7,0.000015920255,0.012985743,0.50543624],"study_design_scores_gemma":[0.00017934304,0.000017881586,0.0008741334,0.8971136,0.00032831903,0.00012169483,0.00011239156,3.1279126e-7,0.0000011583384,0.000030390502,0.10100812,0.00021260885],"about_ca_topic_score_codex":0.000112636946,"about_ca_topic_score_gemma":0.0002713636,"teacher_disagreement_score":0.50522363,"about_ca_system_score_codex":0.00033140223,"about_ca_system_score_gemma":0.010246594,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4411397464","doi":"10.1002/wjs.12675","title":"Lymphocyte‐C‐Reactive Protein Ratio: Impact on Prognosis of Patients Following Resection of Primary Liver Cancer","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Inflammatory Biomarkers in Disease Prognosis","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":"University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Hepatocellular carcinoma; Gastroenterology; Vascular surgery; Cohort; Cardiothoracic surgery; Odds ratio; Abdominal surgery; Hepatectomy; Cancer; Cardiac surgery; Surgery; Resection","score_opus":0.021497072774985665,"score_gpt":0.29206221960693207,"score_spread":0.27056514683194643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411397464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959726,0.0017245098,0.0000136461,0.00013889329,0.000561219,0.00056563487,0.00001705352,0.000009546303,0.0009969174],"genre_scores_gemma":[0.99928993,0.00010349427,0.00016511102,0.000096308264,0.00009687341,0.000041636187,0.0000073452748,0.000020069927,0.00017923453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784404,0.00016721437,0.0009637838,0.00015426551,0.00066299643,0.0002076769],"domain_scores_gemma":[0.9975279,0.00041024107,0.0010475256,0.00018021053,0.0007215388,0.00011261341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083209417,0.00018315445,0.00074752,0.0012010244,0.00005213782,0.000010151738,0.00008896181,0.00007425484,0.00009251013],"category_scores_gemma":[0.000424082,0.00014199397,0.00079061673,0.00081214966,0.0000791293,0.00023990168,0.000034706965,0.00020407411,9.876328e-7],"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":[0.010831196,0.0008451496,0.94677424,0.0007134789,0.0015125994,0.000078670615,0.00009938334,0.000013386816,0.012636661,0.0000073568813,0.0036742,0.022813657],"study_design_scores_gemma":[0.0015052521,0.00022892734,0.83948225,0.0050624474,0.0004150675,0.0000028278112,0.000030137748,0.000016813827,0.15293314,0.000022129832,0.00020693846,0.00009408288],"about_ca_topic_score_codex":0.000060143226,"about_ca_topic_score_gemma":0.0000071920595,"teacher_disagreement_score":0.14029647,"about_ca_system_score_codex":0.00091254525,"about_ca_system_score_gemma":0.0013751189,"threshold_uncertainty_score":0.5790346},"labels":[],"label_agreement":null},{"id":"W4411397833","doi":"10.1002/wjs.12649","title":"Does BMI Impact Outcomes in Patients Undergoing Open Abdominal Wall Reconstruction? A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Hernia repair and management","field":"Medicine","cited_by":5,"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; Meta-analysis; Abdominal surgery; Body mass index; Odds ratio; Population; Vascular surgery; Systematic review; Confidence interval; Surgery; MEDLINE; Internal medicine; Cardiac surgery","score_opus":0.06155624383894073,"score_gpt":0.3736352417248354,"score_spread":0.31207899788589466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411397833","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008731855,0.9967496,0.0000073932974,0.0005333947,0.00019121214,0.0021171833,0.000014935189,0.000006937531,0.000370637],"genre_scores_gemma":[0.00008325864,0.9954831,0.0002039295,0.00043879816,0.000020089024,0.00008205785,0.000011420689,0.000022518449,0.0036548118],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99526376,0.0007864901,0.002999974,0.00028594924,0.0004140553,0.0002497921],"domain_scores_gemma":[0.99469274,0.0021130152,0.0023717536,0.00043963204,0.0001935999,0.00018926062],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0035695795,0.00044458007,0.014727634,0.0026861029,0.000044368637,0.00009690011,0.0002472505,0.00008090573,0.00040780107],"category_scores_gemma":[0.00089953106,0.00019738617,0.004763583,0.0014638698,0.000028224938,0.0002337602,0.00016382115,0.00044507766,0.0000044339454],"study_design_candidate":"systematic_review","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":[0.000019689702,0.00011810583,0.0068500172,0.79280716,0.1842628,0.00009906685,0.000007035843,3.520153e-7,4.7063553e-10,0.0000032733587,0.0007956593,0.015036811],"study_design_scores_gemma":[0.00026353518,0.000025555408,0.0004927667,0.31564733,0.6770992,0.000066283916,0.000011031161,3.864176e-7,5.3851723e-9,0.000012998233,0.0062144552,0.00016642171],"about_ca_topic_score_codex":0.000044421442,"about_ca_topic_score_gemma":0.00016920932,"teacher_disagreement_score":0.49283645,"about_ca_system_score_codex":0.00030387414,"about_ca_system_score_gemma":0.0007090573,"threshold_uncertainty_score":0.99989974},"labels":[],"label_agreement":null},{"id":"W4411519883","doi":"10.1002/wjs.12661","title":"Advancing Open‐Access Education for the Surgical Team Worldwide: The Development and Rollout of the United Nations Global Surgery Learning Hub (SURGhub)","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Medicine; Context (archaeology); Medical education; Perioperative; The Internet; Quality (philosophy); Nursing; Public relations; Surgery; Political science; World Wide Web; Computer science","score_opus":0.04559815177814923,"score_gpt":0.3871356662262931,"score_spread":0.34153751444814384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411519883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91595775,0.009058376,0.00031428086,0.061529268,0.00453376,0.0011271093,0.000008411976,0.000020953223,0.0074500656],"genre_scores_gemma":[0.9929833,0.001089995,0.00020715034,0.0026054136,0.00024239217,0.000044072447,0.000010288771,0.0000137020215,0.0028037147],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972284,0.00033428203,0.0013619543,0.0001739269,0.00047711146,0.0004243289],"domain_scores_gemma":[0.9861405,0.011596234,0.0009392064,0.00027684847,0.00082048244,0.00022674535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060531236,0.00018613739,0.00066184835,0.0010876042,0.00083782815,0.00015367563,0.00043077747,0.000059665275,0.000029455276],"category_scores_gemma":[0.0046353005,0.000095749376,0.0003590702,0.0046318807,0.00015012069,0.00028554891,0.00024141154,0.00047262604,6.500099e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069165195,0.00021373686,0.800411,0.00024147068,0.00019566428,0.0000079658585,0.00013147034,0.00023365216,0.0000065775434,0.0018215732,0.117223404,0.07882185],"study_design_scores_gemma":[0.00040329143,0.000008648049,0.30530426,0.001564972,0.0001474969,0.00013984901,0.0006865638,0.00007318928,0.00011667931,0.0002995546,0.69115907,0.00009645277],"about_ca_topic_score_codex":0.00018818917,"about_ca_topic_score_gemma":0.000429072,"teacher_disagreement_score":0.5739356,"about_ca_system_score_codex":0.00024057557,"about_ca_system_score_gemma":0.006279586,"threshold_uncertainty_score":0.9993539},"labels":[],"label_agreement":null},{"id":"W4412063939","doi":"10.1002/wjs.12690","title":"Axillary Management for Patients Undergoing Total Mastectomy and a Positive Sentinel Lymph Node: Is Axillary Dissection Necessary?","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"Jewish General Hospital; McGill University Health Centre; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Axillary Lymph Node Dissection; Sentinel lymph node; Breast cancer; Surgery; Mastectomy; Axilla; Cancer; Internal medicine","score_opus":0.0073952793476306355,"score_gpt":0.23885835970668046,"score_spread":0.23146308035904983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412063939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927153,0.003533037,0.0007141638,0.0015036315,0.0005770346,0.00012524171,0.000025077607,0.0000051040493,0.0008014069],"genre_scores_gemma":[0.9968926,0.0013977016,0.0002775116,0.00047954294,0.0001378194,0.0000110552355,0.00003538971,0.000014623914,0.00075376907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999219,0.000029283838,0.00027009888,0.00018919913,0.00011697907,0.0001754434],"domain_scores_gemma":[0.99940586,0.000095416624,0.00019894814,0.00009820769,0.00015731042,0.000044234246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012833439,0.00014831599,0.00022601297,0.00020904082,0.00013241499,0.000029120656,0.000046090896,0.000040590214,0.0000037217037],"category_scores_gemma":[0.000028750275,0.00013294807,0.00017088195,0.00016219287,0.00003796671,0.000014004739,0.0000966778,0.00004388081,3.60032e-7],"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":[0.0008761357,0.00021333765,0.9688384,0.00020136991,0.0013879763,0.000029801342,0.000044955326,0.000016244627,0.0006987677,0.000036926744,0.008994894,0.01866121],"study_design_scores_gemma":[0.0018140883,0.000029345456,0.9924201,0.0004069251,0.00021280546,0.00006042199,0.0001855211,0.000009623021,0.002816675,0.000113154405,0.0017648566,0.000166477],"about_ca_topic_score_codex":0.0000035608732,"about_ca_topic_score_gemma":0.0000026246971,"teacher_disagreement_score":0.023581726,"about_ca_system_score_codex":0.000054927892,"about_ca_system_score_gemma":0.00005277598,"threshold_uncertainty_score":0.5421465},"labels":[],"label_agreement":null},{"id":"W4412354784","doi":"10.1002/wjs.12678","title":"Prehospital Extremity Fracture Management in Low and Middle‐Income Countries: A Scoping Review of Lay First Responders and Traditional Bonesetters","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","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; Inclusion (mineral); Low and middle income countries; Presentation (obstetrics); Emergency medical services; Medical emergency; Developing country; Emergency medicine; Surgery","score_opus":0.06091805048668937,"score_gpt":0.3253873725462858,"score_spread":0.26446932205959645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412354784","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020602997,0.99624413,0.0000033709555,0.0018302408,0.00047484343,0.00065970037,0.00003292232,0.0000050889926,0.0005436605],"genre_scores_gemma":[0.00030262655,0.9987226,0.00008551969,0.00049828185,0.0001390339,0.000023286313,0.000015715506,0.000018080058,0.00019486871],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99725336,0.00012380086,0.0016866772,0.00024034569,0.00047344062,0.00022238423],"domain_scores_gemma":[0.9974196,0.0012766549,0.0008991348,0.0001692478,0.00012573124,0.000109657514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012157203,0.00032718733,0.002825859,0.0010928941,0.000060986833,0.000012605782,0.00008121064,0.00009394416,0.000108930646],"category_scores_gemma":[0.0002485799,0.00024824418,0.00057152973,0.0005903445,0.00014433042,0.00011851656,0.00005209464,0.0004982863,4.877286e-7],"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":[0.00008611806,0.00005997973,0.0047346875,0.9443998,0.00067020085,0.0005579062,0.00008211994,3.7627157e-7,4.9968976e-9,0.000019041323,0.0074903658,0.04189943],"study_design_scores_gemma":[0.00024724426,0.00002087855,0.009278809,0.813514,0.0010161507,0.00014937481,0.00003211464,6.540684e-8,5.2933274e-8,0.000011360499,0.17558023,0.00014971546],"about_ca_topic_score_codex":0.00000448575,"about_ca_topic_score_gemma":0.00002676189,"teacher_disagreement_score":0.16808987,"about_ca_system_score_codex":0.00013027061,"about_ca_system_score_gemma":0.00038498195,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W4412414356","doi":"10.1002/wjs.70000","title":"Diabetes‐Associated Major Limb Amputation in Solomon Islands: A National, 5‐Year Retrospective Study","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Diabetic Foot Ulcer Assessment and 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":"Public Health Ontario; University of Toronto","funders":"Bureau of Educational and Cultural Affairs; University of Sydney; Fulbright Association; Institute of International Education; U.S. Department of State; World Health Organization; Fulbright U.S. Student Program","keywords":"Amputation; Medicine; Retrospective cohort study; Medical record; Vascular surgery; Diabetes mellitus; Univariate analysis; Multivariate analysis; Surgery; Presentation (obstetrics); Abdominal surgery; Cardiothoracic surgery; Cardiac surgery; Internal medicine","score_opus":0.02005252419094775,"score_gpt":0.30009789021171834,"score_spread":0.28004536602077057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412414356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97800165,0.00018259295,0.000035936726,0.0020477604,0.0006396879,0.00033067568,0.0000020240473,0.000017896375,0.018741775],"genre_scores_gemma":[0.9961735,0.000031200834,0.000067849054,0.00047087274,0.00009230135,0.000012173378,0.000008639624,0.00001069771,0.00313279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983773,0.0001042913,0.00061997253,0.00013912623,0.0005584451,0.00020085249],"domain_scores_gemma":[0.99886554,0.00028225436,0.00032950283,0.00008315123,0.00038937482,0.00005016236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018574465,0.0001140078,0.00048595798,0.0015179013,0.00003892129,0.00003719287,0.00006248007,0.00003298303,0.00008554322],"category_scores_gemma":[0.0005269305,0.00010082201,0.00015415995,0.0010941273,0.0000231957,0.00014168564,0.000033895358,0.00026024823,0.00000588923],"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":[0.0001625595,0.0013074519,0.9760765,0.000033888682,0.000479873,0.00006627033,0.00024215433,0.000012585171,0.00007291989,0.00013608277,0.020238185,0.001171563],"study_design_scores_gemma":[0.0020937845,0.0002228483,0.99388915,0.00042592036,0.00017418215,7.641509e-7,0.00076941523,0.00007490112,0.0000570352,0.001607879,0.00060078735,0.00008332079],"about_ca_topic_score_codex":0.000008199013,"about_ca_topic_score_gemma":0.000088353096,"teacher_disagreement_score":0.019637398,"about_ca_system_score_codex":0.00047352805,"about_ca_system_score_gemma":0.00024121802,"threshold_uncertainty_score":0.41114023},"labels":[],"label_agreement":null},{"id":"W4412488824","doi":"10.1002/wjs.70009","title":"Establishing an Essential Dataset for Trauma Registry in LMICs: Insights From a Delphi Survey","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Trauma and Emergency Care Studies","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":"McGill University Health Centre","funders":"","keywords":"Medicine; Delphi method; Medical emergency; Computer science","score_opus":0.07362380429098472,"score_gpt":0.3468517696088009,"score_spread":0.2732279653178161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412488824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032724,0.0050935317,0.00036750178,0.0008565366,0.0021717441,0.00011494895,0.00072079094,0.000009336035,0.0003383869],"genre_scores_gemma":[0.99708104,0.00044000248,0.000431484,0.000335309,0.0005758416,0.0000045918214,0.0010002328,0.000015293253,0.00011622154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998331,0.00012812723,0.0008625517,0.00020397644,0.00024261756,0.00023172554],"domain_scores_gemma":[0.9978188,0.0012666928,0.00027863873,0.0002658341,0.00025281112,0.00011721927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000925071,0.00015289054,0.00066553685,0.0007197238,0.00008229819,0.000042522683,0.0001466631,0.00006289457,0.000042933567],"category_scores_gemma":[0.0009811901,0.00013019048,0.00019040244,0.00058195984,0.000057631896,0.00038723758,0.000032597763,0.00032653965,9.394655e-7],"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":[0.0031182913,0.00056037033,0.51972497,0.00021304481,0.00056494295,0.0005821386,0.00086864893,0.000035197634,0.0013696115,0.00007378371,0.42795599,0.044933055],"study_design_scores_gemma":[0.0015295122,0.000049247687,0.9379035,0.0011177823,0.0001905349,0.000023070827,0.0009906205,0.000044219072,0.0007008423,0.00071003067,0.05655298,0.00018761854],"about_ca_topic_score_codex":0.0013929536,"about_ca_topic_score_gemma":0.014816357,"teacher_disagreement_score":0.4181786,"about_ca_system_score_codex":0.00007417236,"about_ca_system_score_gemma":0.00029026106,"threshold_uncertainty_score":0.8267875},"labels":[],"label_agreement":null},{"id":"W4412617492","doi":"10.1002/wjs.70002","title":"Guidelines for Enhanced Recovery After Trauma and Intensive Care (ERATIC): Enhanced Recovery After Surgery (ERAS) Society and International Association of Trauma Surgery and Intensive Care (IATSIC) Recommendations: Paper 1: Initial Care—Pre and Intraoperative Care Until ICU, Including Non‐Operative Management","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","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":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Trauma surgery; Intensive care medicine; MEDLINE; Intensive care; Polytrauma; Vascular surgery; Anesthesiology; Guideline; Evidence-based medicine; Randomized controlled trial; Cochrane Library; CINAHL; Medical emergency; Emergency medicine; Surgery; Cardiac surgery; Psychological intervention; Nursing; Orthopedic surgery; Alternative medicine","score_opus":0.039296009080472066,"score_gpt":0.3406250761273897,"score_spread":0.30132906704691764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412617492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654034,0.024760889,0.0012748141,0.0034333055,0.0033493757,0.0010814674,0.00041272995,0.000030444604,0.0002536035],"genre_scores_gemma":[0.971668,0.018272325,0.002621415,0.005646346,0.0006016434,0.00031581137,0.00030491123,0.0000811808,0.00048838306],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.995076,0.00034461025,0.0025364337,0.0008746115,0.0005775417,0.00059078576],"domain_scores_gemma":[0.97938704,0.0050592534,0.0013464196,0.00030391107,0.013655825,0.0002475408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011657918,0.00073253183,0.002211861,0.0014776678,0.00031397416,0.00025495334,0.000108325745,0.0003583701,0.00006691921],"category_scores_gemma":[0.00311416,0.000680714,0.00081461173,0.00061211764,0.00027052395,0.0015189059,0.00026741202,0.000696983,6.7267507e-7],"study_design_candidate":"design_other","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":[0.02052274,0.00017369165,0.16353458,0.007841268,0.0069690817,0.00027775558,0.0868776,0.00008599242,0.008225019,0.000012852882,0.030967342,0.6745121],"study_design_scores_gemma":[0.008138614,0.0009207603,0.28033957,0.039642088,0.003485868,0.00022641226,0.5243836,0.000098599645,0.13229121,0.0002811267,0.007580158,0.0026120092],"about_ca_topic_score_codex":0.000035901594,"about_ca_topic_score_gemma":0.0004357977,"teacher_disagreement_score":0.67190003,"about_ca_system_score_codex":0.0009865431,"about_ca_system_score_gemma":0.0005526176,"threshold_uncertainty_score":0.9995644},"labels":[],"label_agreement":null},{"id":"W4412617493","doi":"10.1002/wjs.70003","title":"Guidelines for Enhanced Recovery After Trauma and Intensive Care (ERATIC): Enhanced Recovery After Surgery (ERAS) and International Association for Trauma Surgery and Intensive Care (IATSIC) Society Recommendations: Part 3: Trauma Ethics and Systems Aspects","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":7,"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; Montreal General Hospital","funders":"","keywords":"Medicine; Trauma surgery; Intensive care medicine; Intensive care; MEDLINE; Vascular surgery; Polytrauma; Guideline; Anesthesiology; Evidence-based medicine; Elective surgery; Resuscitation; Cochrane Library; Randomized controlled trial; Medical emergency; Emergency medicine; Cardiac surgery; Surgery; Orthopedic surgery; Alternative medicine","score_opus":0.07789551701134122,"score_gpt":0.34488223785370314,"score_spread":0.2669867208423619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412617493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258358,0.04462092,0.0034090432,0.014508965,0.009588996,0.001345604,0.0005213946,0.000061016963,0.00010824902],"genre_scores_gemma":[0.9605576,0.023033904,0.0017901659,0.010460576,0.0015394412,0.0005697232,0.00029178578,0.000115841925,0.001640991],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99449843,0.0004495099,0.0028009883,0.00090578984,0.000612598,0.00073266984],"domain_scores_gemma":[0.96178454,0.02244515,0.001716543,0.00032613202,0.013389679,0.00033794175],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00399322,0.00070971926,0.0023670746,0.0013810375,0.00037052255,0.00041405845,0.00010015919,0.0005499842,0.000027607772],"category_scores_gemma":[0.017430466,0.00067309086,0.0010663591,0.0005248465,0.00021811314,0.0011855216,0.00010989918,0.0010862664,7.677915e-7],"study_design_candidate":"design_other","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":[0.028056031,0.00027601956,0.13450629,0.012261334,0.0073853345,0.0002045518,0.018574415,0.00006237436,0.003808251,0.000040667124,0.27053908,0.5242857],"study_design_scores_gemma":[0.02179588,0.002408041,0.31027165,0.12238502,0.009395281,0.00191968,0.2465339,0.0010313774,0.091650434,0.0043923287,0.18020874,0.008007677],"about_ca_topic_score_codex":0.000026455906,"about_ca_topic_score_gemma":0.00027962597,"teacher_disagreement_score":0.51627797,"about_ca_system_score_codex":0.00077002693,"about_ca_system_score_gemma":0.00077500416,"threshold_uncertainty_score":0.99957204},"labels":[],"label_agreement":null},{"id":"W4412617497","doi":"10.1002/wjs.70004","title":"Guidelines for Enhanced Recovery After Trauma and Intensive Care (ERATIC): Enhanced Recovery After Surgery (ERAS) and International Association for Trauma Surgery and Intensive Care (IATSIC) Society Recommendations: Paper 2: Postoperative and Intensive Care Recommendations","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Enhanced Recovery After Surgery","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":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Trauma surgery; Intensive care medicine; Intensive care; Polytrauma; Anesthesiology; MEDLINE; Vascular surgery; Randomized controlled trial; Cochrane Library; Evidence-based medicine; CINAHL; Guideline; Medical emergency; Emergency medicine; Cardiac surgery; Surgery; Psychological intervention; Nursing; Orthopedic surgery; Alternative medicine","score_opus":0.04352446285258724,"score_gpt":0.3304737727143766,"score_spread":0.28694930986178935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412617497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9070259,0.03443448,0.0031794796,0.04539477,0.0068641566,0.0017181102,0.0012051398,0.000064178006,0.00011379159],"genre_scores_gemma":[0.9274468,0.024168063,0.005092407,0.038779713,0.0009427501,0.0007664638,0.000980069,0.00013807736,0.0016856451],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99476945,0.00034354755,0.0026695202,0.0010254261,0.00045508513,0.0007369638],"domain_scores_gemma":[0.95501524,0.012484967,0.0015072356,0.0003492862,0.030307222,0.00033606405],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014939465,0.0008091945,0.0022944328,0.0015387614,0.0004417711,0.0003685787,0.000112720845,0.00041580308,0.000095672636],"category_scores_gemma":[0.016023634,0.0007635389,0.001145814,0.0005932999,0.00025017367,0.0017694758,0.00017622828,0.00078164926,0.0000014071131],"study_design_candidate":"qualitative","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":[0.01856157,0.0001334571,0.0821143,0.0027423457,0.0043086973,0.000090895,0.03204235,0.000019833262,0.005487963,0.0000152520415,0.27785045,0.5766329],"study_design_scores_gemma":[0.012737845,0.001634458,0.16349077,0.040245216,0.005118283,0.00075991196,0.58370334,0.0001998596,0.06727179,0.0016725879,0.11857343,0.004592524],"about_ca_topic_score_codex":0.000029446177,"about_ca_topic_score_gemma":0.0004949811,"teacher_disagreement_score":0.5720404,"about_ca_system_score_codex":0.0010243193,"about_ca_system_score_gemma":0.00077204243,"threshold_uncertainty_score":0.99948156},"labels":[],"label_agreement":null},{"id":"W4412654864","doi":"10.1002/wjs.70011","title":"Postoperative Care After Reconstructive Surgery for Burn Contractures in Communities Affected by War: A Retrospective Study in Iraq","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Burn Injury Management and Outcomes","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":true,"ca_institutions":"University Health Network; Health Care Foundation; University of Toronto; Cambridge Memorial Hospital","funders":"","keywords":"Medicine; Abdominal surgery; Cardiothoracic surgery; Vascular surgery; Cardiac surgery; Retrospective cohort study; Surgery; Reconstructive surgery; General surgery","score_opus":0.019325713207146763,"score_gpt":0.29239968630287516,"score_spread":0.2730739730957284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412654864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918374,0.0042465255,0.000017750428,0.0015512524,0.00076634693,0.00084097765,0.000026241512,0.000013573545,0.0006999465],"genre_scores_gemma":[0.998166,0.0001890376,0.000049712275,0.00081578427,0.0000734693,0.0000645157,0.000016001894,0.000017225131,0.00060825795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980345,0.00033697535,0.00092124083,0.00015728395,0.00024271003,0.00030729332],"domain_scores_gemma":[0.9969979,0.0019838822,0.00033416122,0.00019178825,0.00043117293,0.00006111082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011748648,0.00023592271,0.0012539041,0.002052394,0.000070760325,0.000036919562,0.00009571095,0.000069782895,0.00009296461],"category_scores_gemma":[0.00044921896,0.00019125015,0.0003339099,0.00076013023,0.00010706823,0.00026522297,0.000042567925,0.0006393243,6.680725e-7],"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":[0.003189565,0.0004193237,0.97748417,0.00010325253,0.00035881618,0.00029745558,0.0050231027,0.0000026891175,0.00003638112,0.000021298243,0.009998386,0.003065574],"study_design_scores_gemma":[0.002145567,0.00016189192,0.96303356,0.0011974801,0.00012882323,0.000016145113,0.03153383,0.0000039074107,0.0002419765,0.00012622167,0.0012438514,0.0001667219],"about_ca_topic_score_codex":0.00018327776,"about_ca_topic_score_gemma":0.0034030215,"teacher_disagreement_score":0.026510729,"about_ca_system_score_codex":0.00043248068,"about_ca_system_score_gemma":0.00023282859,"threshold_uncertainty_score":0.7798954},"labels":[],"label_agreement":null},{"id":"W4413032591","doi":"10.1002/wjs.70034","title":"Surgical Experiences of Patients From the Circumpolar North: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Indigenous Studies and Ecology","field":"Health Professions","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":"Montreal General Hospital; McGill University Health Centre","funders":"","keywords":"Circumpolar star; Health care; Medicine; Psychosocial; Political science","score_opus":0.13824085534333824,"score_gpt":0.4407929462342848,"score_spread":0.30255209089094653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413032591","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004558004,0.9929839,8.5179585e-7,0.00016979675,0.004580144,0.0012501578,0.000052877072,0.0000052501728,0.00050122733],"genre_scores_gemma":[0.00004565838,0.9982701,0.000008985923,0.0005709759,0.00076406245,0.0001388371,0.00003494732,0.000019483123,0.0001469377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933826,0.0018592904,0.0035101261,0.00019712279,0.00039606032,0.0006548447],"domain_scores_gemma":[0.9792642,0.015474847,0.0042451737,0.00032221418,0.0006030464,0.00009054947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027348422,0.00029519916,0.0042388234,0.00028255186,0.0012951602,0.000005565922,0.0004707719,0.00016869116,0.0011205075],"category_scores_gemma":[0.0012948245,0.00016220156,0.0012465998,0.00076577085,0.00010660089,0.0000674427,0.00028397483,0.0012228643,0.000029168283],"study_design_candidate":"systematic_review","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":[0.000046353594,0.0002084263,0.044407953,0.36633113,0.0008824376,0.00015328589,0.020893363,9.158519e-8,9.322705e-10,0.000016983398,0.09937176,0.4676882],"study_design_scores_gemma":[0.00006204635,0.000010026913,0.00023119678,0.43591303,0.00037553452,0.0000025142756,0.0013049941,5.0788396e-9,3.1226854e-9,0.0000022695274,0.5620106,0.00008781573],"about_ca_topic_score_codex":0.000114376526,"about_ca_topic_score_gemma":0.0012114991,"teacher_disagreement_score":0.4676004,"about_ca_system_score_codex":0.00020139785,"about_ca_system_score_gemma":0.0038841786,"threshold_uncertainty_score":0.9997926},"labels":[],"label_agreement":null},{"id":"W4413452798","doi":"10.1002/wjs.70070","title":"A Scoping Review on Goals of Care Discussions in Surgery: How Are We Doing and How Can We Do Better?","year":2025,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","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":"University Health Network; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Cardiac surgery; Vascular surgery; Cardiothoracic surgery; Abdominal surgery; Medicine; General surgery; Surgery","score_opus":0.30554092856665277,"score_gpt":0.4613356925672013,"score_spread":0.15579476400054854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413452798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019516634,0.9324278,0.0000020360335,0.063194424,0.0016646644,0.0023795299,0.00018675062,0.000020859565,0.00010439649],"genre_scores_gemma":[0.0007622434,0.9970467,0.00019175092,0.0009384565,0.0002878517,0.00036339086,0.000057874087,0.00008225131,0.0002694478],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98692036,0.0073997215,0.00369807,0.0004741623,0.00075066014,0.0007570519],"domain_scores_gemma":[0.9621637,0.026851997,0.008612863,0.00125568,0.0007411731,0.00037457506],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025997942,0.00064725376,0.0068553826,0.0032598348,0.0005342255,0.000041914613,0.0006275836,0.0003901479,0.000058150054],"category_scores_gemma":[0.003729201,0.00046379073,0.0012299839,0.0022089067,0.00011315607,0.00025146693,0.00045152332,0.003344774,0.0000028751278],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012210649,0.0000257777,0.010561786,0.518289,0.000060600974,0.000039142855,0.00057091156,1.9796481e-7,3.3016732e-8,0.000013691952,0.01555084,0.45487574],"study_design_scores_gemma":[0.00009419334,0.000010251252,0.0001441471,0.65081924,0.00021950445,0.000009529931,0.0015887001,7.6582936e-8,1.2714081e-7,0.000016014006,0.34686753,0.00023065072],"about_ca_topic_score_codex":0.000032382373,"about_ca_topic_score_gemma":0.00087851885,"teacher_disagreement_score":0.4546451,"about_ca_system_score_codex":0.00083848846,"about_ca_system_score_gemma":0.0057532038,"threshold_uncertainty_score":0.99988323},"labels":[],"label_agreement":null},{"id":"W4413849373","doi":"10.1002/wjs.70064","title":"Development of a Decision Aid for Patients With Low‐Risk Thyroid Cancer: A Mixed‐Methods Analysis of Feedback From Both Patient and Clinicians","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","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":"Cancer Institute NSW","keywords":"Medicine; Cardiothoracic surgery; Vascular surgery; Abdominal surgery; Thyroid cancer; Cardiac surgery; General surgery; Thyroid; Intensive care medicine; Surgery; Internal medicine","score_opus":0.10225817478529702,"score_gpt":0.4372191701861562,"score_spread":0.33496099540085916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413849373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985518,0.005465305,0.0068367776,0.0002924087,0.0009919951,0.00060324994,0.0002459822,0.0000075812454,0.000038717997],"genre_scores_gemma":[0.802884,0.0010373553,0.19560467,0.00028869862,0.000027788887,0.000075987045,0.000034594053,0.000019700235,0.000027226417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99463767,0.0011665851,0.0032015713,0.00023286877,0.00045261387,0.0003086794],"domain_scores_gemma":[0.979901,0.013633558,0.004313385,0.0005103821,0.0014852268,0.00015644377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016207701,0.00018976943,0.001243861,0.0014586461,0.00038456256,0.00000634968,0.0002623289,0.000115624935,0.000051291925],"category_scores_gemma":[0.0013169054,0.00014695442,0.0002816395,0.0015382039,0.00008792261,0.00013350447,0.000175501,0.0004990479,4.4371004e-7],"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":[0.0015325435,0.00023620763,0.7809796,0.00022842064,0.0009460658,3.87346e-7,0.004865351,0.00008998306,0.000017294848,0.000011884007,0.0014853717,0.20960695],"study_design_scores_gemma":[0.0020988006,0.00013826063,0.97285336,0.0047541894,0.0009501967,8.262665e-8,0.0053032185,0.00029661748,0.0001970783,0.00036934786,0.012860988,0.00017785514],"about_ca_topic_score_codex":0.0004498137,"about_ca_topic_score_gemma":0.0025101337,"teacher_disagreement_score":0.20942909,"about_ca_system_score_codex":0.0002764553,"about_ca_system_score_gemma":0.0016873293,"threshold_uncertainty_score":0.5992627},"labels":[],"label_agreement":null},{"id":"W4413883343","doi":"10.1002/wjs.70053","title":"The World Journal of Surgery Is Pleased to Welcome Dr. Manuel Garcia‐Toca to Our Editorial Board","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Health and Medical Research Impacts","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":"Garcia; Abdominal surgery; Vascular surgery; Medicine; Editorial board; Cardiothoracic surgery; General surgery; Cardiac surgery; Library science; Surgery; Humanities; Philosophy; Computer science","score_opus":0.11204759137921973,"score_gpt":0.4143933994521238,"score_spread":0.30234580807290407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413883343","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09875592,0.0030384164,0.00031831046,0.77415127,0.120809235,0.00066369097,0.000018935716,0.000023602022,0.002220622],"genre_scores_gemma":[0.7304245,0.0029398825,0.0004748714,0.08351684,0.13889493,0.000023943852,0.0000040891714,0.00010826063,0.043612633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99244577,0.00043732754,0.0023569448,0.00020842963,0.0030495678,0.0015019543],"domain_scores_gemma":[0.9803821,0.008053843,0.00091892335,0.0004958458,0.0020526978,0.008096601],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015265163,0.0002836905,0.0014550417,0.0031905803,0.000268641,0.00013108917,0.00041869443,0.00012264556,0.00023046606],"category_scores_gemma":[0.060054835,0.00018167282,0.00087391457,0.002434323,0.000086587635,0.0002149288,0.00010786163,0.0018791908,0.00006653856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00940534,0.00019998415,0.015086766,0.00019476176,0.00021328717,0.0007723954,0.0000902567,0.0000030751792,0.00025542246,0.00002084703,0.93728393,0.03647395],"study_design_scores_gemma":[0.0010651306,0.00037257167,0.026919559,0.003124051,0.00009887861,0.00011522692,0.00020587265,0.0000028524364,0.00076143985,0.00013522716,0.967057,0.0001422287],"about_ca_topic_score_codex":0.000039682905,"about_ca_topic_score_gemma":0.00016109308,"teacher_disagreement_score":0.6906344,"about_ca_system_score_codex":0.0006196804,"about_ca_system_score_gemma":0.014311972,"threshold_uncertainty_score":0.99127597},"labels":[],"label_agreement":null},{"id":"W4414924307","doi":"10.1002/wjs.70131","title":"Patient‐Reported Outcomes and Quality of Life Assessment in Breast Surgery Using BREAST‐Q: A Multi‐Center Prospective Study","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Implant and Reconstruction","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":"McGill University; McGill University Health Centre","funders":"","keywords":"Breast reconstruction; Mastectomy; Quality of life (healthcare); Psychosocial; Breast cancer; Prospective cohort study; Breast surgery; Vascular surgery","score_opus":0.06682891485961341,"score_gpt":0.35021023320536543,"score_spread":0.28338131834575203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414924307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980054,0.00020189933,0.000052392763,0.0005003315,0.0009143658,0.00023703362,0.000022021959,0.000008225311,0.000058337027],"genre_scores_gemma":[0.999482,0.000020954878,0.00030495453,0.000059990107,0.000053883017,0.0000025381835,0.0000033945269,0.000010586159,0.00006174525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972568,0.00027131056,0.0017338197,0.00017886987,0.00036248553,0.0001967283],"domain_scores_gemma":[0.9975159,0.00067970203,0.0010847147,0.00014659982,0.0004435053,0.0001295592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014016042,0.00016659498,0.0011893571,0.0011213163,0.00004475108,0.000017850025,0.000026127535,0.000052141822,0.000026258425],"category_scores_gemma":[0.00012259194,0.00012699937,0.00027504176,0.0005939038,0.00008101019,0.00018079717,0.00004090316,0.00035684992,1.7838481e-7],"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":[0.0010276275,0.0020683878,0.9706848,0.00014159502,0.0006326788,0.0002038819,0.00014070909,0.000002125152,0.00021896473,0.0000061620663,0.00010154591,0.0247715],"study_design_scores_gemma":[0.0024152019,0.000013732851,0.98397315,0.00080509874,0.00013942065,0.011383258,0.0010784346,0.000021795893,0.00004764141,0.000019284082,0.0000048682728,0.00009808897],"about_ca_topic_score_codex":0.00020872132,"about_ca_topic_score_gemma":0.00014298761,"teacher_disagreement_score":0.024673412,"about_ca_system_score_codex":0.00014909745,"about_ca_system_score_gemma":0.00090925023,"threshold_uncertainty_score":0.51788837},"labels":[],"label_agreement":null},{"id":"W4416534079","doi":"10.1002/wjs.70176","title":"Commentary—Surgeon Performed Vacuum Assisted Breast Biopsy/Excision Is a Viable Paradigm for the Management of Benign and B3 Lesions—An Australian Multicenter Experience","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Breast Lesions and Carcinomas","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":"McGill University","funders":"","keywords":"Vascular surgery; Cardiothoracic surgery; Clinical trial; Mammography; Abdominal surgery; Breast cancer; Lesion; Surgical oncology; Biopsy; Cohort","score_opus":0.04609139131315856,"score_gpt":0.31128594159651063,"score_spread":0.2651945502833521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416534079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758953,0.0007096388,0.0002719169,0.022238676,0.00044417378,0.00033539336,0.00002149737,0.000007009325,0.0000763846],"genre_scores_gemma":[0.996317,0.00033552854,0.00094720983,0.001280463,0.00007571411,0.00001757273,0.000007517933,0.000013042125,0.0010059221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851257,0.000055999957,0.0007033605,0.0001775306,0.0002883651,0.00026217796],"domain_scores_gemma":[0.9987241,0.00032796548,0.00031620968,0.00031275148,0.00014662344,0.00017236223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007904557,0.00016399703,0.0004621785,0.0003804722,0.00020764684,0.00003418904,0.0001358242,0.000045363795,0.00018614168],"category_scores_gemma":[0.000009063342,0.000104606865,0.00026226527,0.0003795817,0.00011103976,0.00017605933,0.000057767393,0.00018009295,7.0299694e-7],"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":[0.00568465,0.0017157643,0.6076289,0.0009982829,0.0013204893,0.00026378775,0.0010830673,0.000008077663,0.0052323304,0.00035807668,0.07219366,0.3035129],"study_design_scores_gemma":[0.0016001364,0.00007057196,0.97286445,0.0017060352,0.00044212298,0.00032180359,0.0022898347,0.0003042899,0.0010399047,0.000048970574,0.019202102,0.00010978533],"about_ca_topic_score_codex":0.00008339612,"about_ca_topic_score_gemma":0.000008781628,"teacher_disagreement_score":0.36523554,"about_ca_system_score_codex":0.00006719022,"about_ca_system_score_gemma":0.00006378741,"threshold_uncertainty_score":0.4265744},"labels":[],"label_agreement":null},{"id":"W4416538802","doi":"10.1002/wjs.70163","title":"Indexing Healthcare Access and Quality for Surgically Amenable Causes of Death: A Global Analysis of 204 Countries and Territories in 2019","year":2025,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","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":"Duke Global Health Institute, Duke University","keywords":"Quality (philosophy); Index (typography); Vascular surgery; Cardiothoracic surgery; Search engine indexing; Abdominal surgery; Health care; Cardiac surgery","score_opus":0.06780092024128055,"score_gpt":0.409638980247326,"score_spread":0.34183806000604544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416538802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98072,0.015173295,0.000048879698,0.003351824,0.00031266778,0.00014642511,0.00014737286,0.0000039227366,0.00009564257],"genre_scores_gemma":[0.9962643,0.0028580152,0.000119255885,0.00061922375,0.0000503377,0.0000029111088,0.000009732938,0.0000040532245,0.00007220381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770004,0.00013000179,0.0013992053,0.00014620415,0.0003057826,0.000318774],"domain_scores_gemma":[0.99645406,0.001956954,0.00067889475,0.00012679075,0.0005854283,0.0001978964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649748,0.00012493254,0.0014614506,0.00080151827,0.000050596853,0.000024491705,0.00006070369,0.00007580657,0.000009308105],"category_scores_gemma":[0.000557637,0.00010308089,0.00021999705,0.001315452,0.00012386942,0.0001934852,0.00004281783,0.00014142224,2.1078415e-8],"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":[0.0017890829,0.00009324196,0.99168855,0.0016147029,0.00043646747,0.000028344264,0.0000636422,0.000013262403,0.000008937878,0.0015259415,0.0011894386,0.0015483848],"study_design_scores_gemma":[0.00066229707,0.000045672066,0.993107,0.001121738,0.00039982205,0.0000131596535,0.00016561853,0.000017074084,0.00008047718,0.00053134037,0.0037860232,0.00006975476],"about_ca_topic_score_codex":0.003947105,"about_ca_topic_score_gemma":0.0052628377,"teacher_disagreement_score":0.015544295,"about_ca_system_score_codex":0.00012239108,"about_ca_system_score_gemma":0.0010280588,"threshold_uncertainty_score":0.5966868},"labels":[],"label_agreement":null},{"id":"W580809633","doi":"10.1007/s00268-015-3103-8","title":"Quantifying the Disability from Congenital Anomalies Averted Through Pediatric Surgery: A Cross‐Sectional Comparison of a Pediatric Surgical Unit in Kenya and Canada","year":2015,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Medicine; Spina bifida; Life expectancy; Pediatric surgery; Pediatrics; Disability-adjusted life year; Quality-adjusted life year; Vascular surgery; Surgical procedures; Disease burden; Cardiac surgery; Surgery; Environmental health; Cost effectiveness; Population","score_opus":0.12989862132441896,"score_gpt":0.3543656113604326,"score_spread":0.22446699003601364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580809633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872116,0.010085148,0.0000030312488,0.00077660213,0.0016045746,0.00013109684,0.000060458256,0.000008994565,0.00011853133],"genre_scores_gemma":[0.9980259,0.000596893,0.000035341847,0.00013560054,0.0011259443,0.0000027761716,0.00003227713,0.000015973796,0.000029322908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960246,0.00041049364,0.0018917288,0.00022512667,0.0009605165,0.00048755106],"domain_scores_gemma":[0.9907392,0.007258182,0.00083729107,0.00021082361,0.0004897335,0.0004647516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028560658,0.00022248818,0.0011951055,0.00031415714,0.00010976075,0.00003581178,0.00010089736,0.00010156491,0.00006946714],"category_scores_gemma":[0.0013873066,0.00015914634,0.00027697877,0.0010099289,0.00022749297,0.00023069371,0.000051201834,0.00061457354,0.0000010990976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00144119,0.00027337845,0.9891765,0.000121580895,0.00005575223,0.0003596116,0.00016205043,0.000026574684,0.0000011307368,0.000016025971,0.008135804,0.00023039563],"study_design_scores_gemma":[0.00086623203,0.000032236225,0.9950396,0.000046906323,0.00010390652,0.00020544899,0.0004400878,0.00007162015,0.000009791532,0.000058962352,0.0029837932,0.00014140364],"about_ca_topic_score_codex":0.15109181,"about_ca_topic_score_gemma":0.18080018,"teacher_disagreement_score":0.029708382,"about_ca_system_score_codex":0.0002164234,"about_ca_system_score_gemma":0.003423032,"threshold_uncertainty_score":0.85456115},"labels":[],"label_agreement":null},{"id":"W607950500","doi":"10.1007/s00268-015-3102-9","title":"Systematic Review of Surgical Literature from Resource‐Limited Countries: Developing Strategies for Success","year":2015,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":23,"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":"Medicine; Excellence; Grey literature; Developing country; Promotion (chess); Inclusion (mineral); Specialty; MEDLINE; Family medicine; Economic growth; Political science; Social science","score_opus":0.07819657296063758,"score_gpt":0.37906163586157193,"score_spread":0.30086506290093434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W607950500","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009689606,0.99592316,0.000028452097,0.00075936853,0.0010146638,0.0016044221,0.00029892134,0.000020162775,0.00034116156],"genre_scores_gemma":[0.0000060527705,0.99673396,0.00027783777,0.0011927446,0.00091427716,0.00005592259,0.00048736992,0.00006970691,0.00026211722],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99120474,0.00080053706,0.005895743,0.00030910026,0.0011862253,0.0006036672],"domain_scores_gemma":[0.9826168,0.0077120936,0.0055132387,0.0005221,0.003040614,0.00059515494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007756618,0.00061768957,0.012161077,0.0011923241,0.00006814901,0.000089891924,0.0003134487,0.00038769527,0.000057870493],"category_scores_gemma":[0.0021109628,0.00039287997,0.0025520073,0.0015921327,0.000092317285,0.00023905477,0.000044207944,0.00088896754,0.000007768469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018411352,0.00004239007,0.00002599646,0.9074526,0.0006763078,0.0008945811,0.000033379914,6.949435e-8,6.76976e-9,0.0001737095,0.08304842,0.007468438],"study_design_scores_gemma":[0.00017578655,0.00002127682,0.0000012055838,0.5033692,0.0022457524,0.00090443104,0.00003146338,2.1723123e-7,6.299659e-8,0.00004033131,0.49305305,0.00015724081],"about_ca_topic_score_codex":0.0000086101945,"about_ca_topic_score_gemma":0.0000029145453,"teacher_disagreement_score":0.41000462,"about_ca_system_score_codex":0.00042412258,"about_ca_system_score_gemma":0.007930727,"threshold_uncertainty_score":0.9998523},"labels":[],"label_agreement":null}]}