{"meta":{"query_hash":"e7acebdac270","filters":{"venue":"The Surgeon"},"cohort_total":30,"direct_labels_cover":0,"predictions_cover":30,"exported":30,"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/e7acebdac270","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Surgeon"},"results":[{"id":"W1974000964","doi":"10.1016/s1479-666x(08)80089-3","title":"Carotid artery stenting: to be or not to be?","year":2008,"lang":"en","type":"review","venue":"The Surgeon","topic":"Cerebrovascular and Carotid Artery Diseases","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 Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Asymptomatic; Carotid endarterectomy; Stenosis; Carotid stenting; Carotid arteries; Endarterectomy; Surgery; Radiology; Cardiology","score_opus":0.07712136468947621,"score_gpt":0.3249171533229115,"score_spread":0.24779578863343527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974000964","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":[0.0028458938,0.98307407,0.000013581037,0.0025585515,0.001244885,0.0055020866,0.0002989526,0.0002724222,0.004189572],"genre_scores_gemma":[0.00034031147,0.9807621,0.000021030284,0.0055354694,0.00070374546,0.00027274963,0.00025320493,0.000119533055,0.011991817],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733233,0.00023343596,0.00061529956,0.0005719606,0.0006775363,0.00056941994],"domain_scores_gemma":[0.9976194,0.00025870267,0.00013375391,0.0013410646,0.00010397065,0.00054309826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033560366,0.00053749554,0.001922537,0.00025653653,0.0001698584,0.000044114473,0.00034703457,0.00015636388,0.000754014],"category_scores_gemma":[0.00026177935,0.0003033348,0.0016048648,0.00053968764,0.00005441351,0.00003631822,0.00019573364,0.00034252158,0.00076349697],"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":[0.00015316905,0.0003108866,0.00020026839,0.009003916,0.0012852135,0.0001839185,0.00096233794,0.0000019826375,0.000004316201,0.000030152381,0.14589833,0.8419655],"study_design_scores_gemma":[0.0002525027,0.00014448396,0.00046014506,0.0042187003,0.0014233483,0.0008147572,0.00013381966,2.6076327e-7,0.000009475278,4.6401695e-7,0.9921725,0.00036955447],"about_ca_topic_score_codex":0.00007914096,"about_ca_topic_score_gemma":0.00006464119,"teacher_disagreement_score":0.84627414,"about_ca_system_score_codex":0.0001147159,"about_ca_system_score_gemma":0.00047979853,"threshold_uncertainty_score":0.9999419},"labels":[],"label_agreement":null},{"id":"W1984049328","doi":"10.1016/s1479-666x(03)80005-7","title":"Hormonal and genetic risk factors for breast cancer","year":2003,"lang":"en","type":"review","venue":"The Surgeon","topic":"Cancer Risks and Factors","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":"Sunnybrook Health Science Centre","funders":"","keywords":"Breast cancer; Medicine; Hormone; MAMMOGRAPHIC DENSITY; Cancer; Oncology; Internal medicine; Gynecology; Bioinformatics; Mammography; Biology","score_opus":0.05114287812891716,"score_gpt":0.34121872909915785,"score_spread":0.2900758509702407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984049328","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":[0.0022184828,0.99450517,0.000011916164,0.00004535326,0.00039873706,0.0010193326,0.0016864855,0.000019774616,0.00009476326],"genre_scores_gemma":[0.00043126754,0.9981561,0.000011948332,0.00003688711,0.00027905166,0.00013797625,0.000054552565,0.000059856397,0.00083237153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989322,0.000065856126,0.00030254986,0.00027515428,0.00015339308,0.00027089097],"domain_scores_gemma":[0.99905324,0.00026043438,0.0002290731,0.00029178354,0.000041471903,0.00012400438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014523481,0.00030895017,0.0010778792,0.00006865457,0.00011200669,0.000019234994,0.0000763462,0.00016818916,0.0002824709],"category_scores_gemma":[0.000023684639,0.0001588103,0.00043769716,0.00012312393,0.00007958328,0.00001384568,0.00002280641,0.00028701965,0.000005552037],"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":[0.000020119025,0.000013530356,0.0018203814,0.0024153015,0.00024760535,0.0000023807938,0.00003780994,2.4812644e-7,1.0706793e-7,0.00000731874,0.0023492991,0.9930859],"study_design_scores_gemma":[0.00021187562,0.000040221905,0.012976246,0.0015185368,0.0025087276,0.000106394255,0.000012056546,0.0000027407175,2.725897e-7,0.000019520568,0.982417,0.00018643939],"about_ca_topic_score_codex":0.0015812836,"about_ca_topic_score_gemma":0.00008648102,"teacher_disagreement_score":0.9928995,"about_ca_system_score_codex":0.00010583043,"about_ca_system_score_gemma":0.00027877913,"threshold_uncertainty_score":0.64760965},"labels":[],"label_agreement":null},{"id":"W1985896169","doi":"10.1016/s1479-666x(03)80124-5","title":"Myths of whiplash","year":2003,"lang":"en","type":"review","venue":"The Surgeon","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":22,"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 Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Whiplash; Mythology; Theme (computing); Psychology; Medicine; History; Poison control; Medical emergency; Classics; Computer science","score_opus":0.0399960494528887,"score_gpt":0.3478549841872186,"score_spread":0.3078589347343299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985896169","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":[0.00002757136,0.9691001,0.0000041751887,0.00006800873,0.00030165337,0.00071599026,0.000005128587,0.000017093193,0.029760277],"genre_scores_gemma":[0.000055553697,0.9939674,0.000035684498,0.000039068702,0.000070675975,0.00002655813,0.00004620236,0.00002616443,0.0057326504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998808,0.00029941063,0.0004155919,0.00014495615,0.00020029496,0.00013173671],"domain_scores_gemma":[0.9987394,0.0004956375,0.00020244328,0.0004619607,0.00005360378,0.000046946912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007842869,0.00016787059,0.0010424765,0.000089065514,0.000026084366,0.0000028254462,0.00007654591,0.00016484132,0.00030838302],"category_scores_gemma":[0.00024299075,0.00008183782,0.0006622811,0.00024742537,0.00009677422,0.0000106927055,0.000015694095,0.0002366769,0.00012753597],"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":[0.000004649817,0.00004879778,0.000007168258,0.057504617,0.00010839674,6.655585e-7,0.00005062253,6.431644e-8,0.0000014799539,0.0004483753,0.0032013555,0.9386238],"study_design_scores_gemma":[0.00008816706,0.000058367954,0.00004346599,0.009725096,0.0004190812,0.000006364006,0.000027135924,4.7606994e-7,7.0185985e-7,0.000045519042,0.98950726,0.00007837345],"about_ca_topic_score_codex":0.000008240036,"about_ca_topic_score_gemma":0.0000013725451,"teacher_disagreement_score":0.9863059,"about_ca_system_score_codex":0.0000332929,"about_ca_system_score_gemma":0.00015914804,"threshold_uncertainty_score":0.33765778},"labels":[],"label_agreement":null},{"id":"W1991934309","doi":"10.1016/s1479-666x(04)80048-9","title":"Ion channels in osteoblasts: A story of two intracellular organelles","year":2004,"lang":"en","type":"review","venue":"The Surgeon","topic":"Ion channel regulation and function","field":"Biochemistry, Genetics and Molecular Biology","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":"St. Thomas Hospital","funders":"","keywords":"Osteoblast; Osteoclast; Bone remodeling; Cell biology; Endocrinology; Bone resorption; Internal medicine; Chemistry; Signal transduction; Biology; Medicine; Receptor; Biochemistry","score_opus":0.02293125317949096,"score_gpt":0.27932989983751244,"score_spread":0.2563986466580215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991934309","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":[0.0016618071,0.9963688,0.00016820255,0.00003967195,0.0011689658,0.00042125536,0.000012581902,0.0000090326375,0.00014965433],"genre_scores_gemma":[0.008475215,0.9893404,0.000009045212,0.000013593096,0.00059000304,0.000032886284,0.0003592969,0.000039665985,0.0011398462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987228,0.00033735437,0.00036390618,0.0002662486,0.00013149236,0.0001782311],"domain_scores_gemma":[0.9992529,0.000041875457,0.00026223407,0.00035589575,0.00005348073,0.00003362036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006757094,0.00022771003,0.000504214,0.00012595052,0.00005188807,0.000008284145,0.00017810916,0.00026510225,0.000053469616],"category_scores_gemma":[0.000080479374,0.0001600682,0.00024615417,0.00021180493,0.00007432801,0.0000021366825,0.000073167874,0.00024464726,0.000026904627],"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":[0.00015518864,0.00021415736,0.0000068122877,0.008597457,0.00022947261,0.000013077785,0.0003169883,0.0016043173,0.0027556382,0.00068445026,0.0016091465,0.9838133],"study_design_scores_gemma":[0.00029163112,0.00010318894,0.0000014450251,0.0022364724,0.00006725796,0.00002277245,0.000055285756,0.000012694704,0.0025270511,0.000074060095,0.99440414,0.00020399649],"about_ca_topic_score_codex":0.000034405588,"about_ca_topic_score_gemma":0.000016296146,"teacher_disagreement_score":0.992795,"about_ca_system_score_codex":0.000051334606,"about_ca_system_score_gemma":0.00019106288,"threshold_uncertainty_score":0.65273917},"labels":[],"label_agreement":null},{"id":"W2031481226","doi":"10.1016/s1479-666x(04)80030-1","title":"Hospital accreditation and the surgeon: The Canadian experience","year":2004,"lang":"en","type":"review","venue":"The Surgeon","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":10,"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":"Accreditation; Hospital accreditation; Medicine; General surgery; Medical education","score_opus":0.16659328748572833,"score_gpt":0.4828536123181722,"score_spread":0.3162603248324439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031481226","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":[0.00009321752,0.94987524,0.000008261226,0.037080485,0.0032238076,0.0048637157,0.00006010279,0.000055890494,0.0047392896],"genre_scores_gemma":[0.0032289575,0.98955387,0.0000040352693,0.0025881743,0.00057110866,0.001533439,0.000082341125,0.000039841118,0.0023982394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931211,0.004381869,0.00089988543,0.00035560245,0.00042010928,0.0008214644],"domain_scores_gemma":[0.9942974,0.0038397377,0.00054353505,0.00096455263,0.0001223118,0.00023244847],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007283455,0.0003342818,0.00088048,0.00009699643,0.0039779646,0.00006782939,0.0006854208,0.00036188017,0.00022941142],"category_scores_gemma":[0.0007949469,0.00013835005,0.00024867643,0.00041090805,0.00051310094,0.00008757806,0.00021869437,0.0014733938,0.0003179619],"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":[0.000014977436,0.00001437204,0.000036715006,0.010614194,0.00011403637,0.000013882525,0.039999757,6.4115744e-7,1.1240066e-9,0.09825421,0.018596966,0.83234024],"study_design_scores_gemma":[0.00020217685,0.000013437701,0.00020345477,0.0044002444,0.00014552122,0.0000028111162,0.0066590193,0.0000015879086,6.024721e-9,0.0013266667,0.98686963,0.0001754114],"about_ca_topic_score_codex":0.5162275,"about_ca_topic_score_gemma":0.4221371,"teacher_disagreement_score":0.9682727,"about_ca_system_score_codex":0.0006075809,"about_ca_system_score_gemma":0.0034598392,"threshold_uncertainty_score":0.99731874},"labels":[],"label_agreement":null},{"id":"W2042342974","doi":"10.1016/s1479-666x(05)80070-8","title":"Edinburgh connections in a painful world","year":2005,"lang":"en","type":"article","venue":"The Surgeon","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":372,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"History; Psychology","score_opus":0.04125219524968661,"score_gpt":0.23290656925568962,"score_spread":0.191654374006003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042342974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11342944,0.00014014647,0.000020963644,0.022933954,0.0010410394,0.00011673704,0.000007900595,0.000077998455,0.8622318],"genre_scores_gemma":[0.8586656,0.0000038881644,0.000004921418,0.0017695229,0.0007976787,0.000018964789,0.000006354088,0.0000037563746,0.13872935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995498,0.000031459018,0.00015076196,0.00006474152,0.000082535764,0.00012070153],"domain_scores_gemma":[0.9996572,0.00015081311,0.000027444084,0.00011603553,0.000026082558,0.0000224286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039501078,0.000047542675,0.00006626793,0.00010365174,0.0002645206,0.000020098252,0.000072467185,0.000011763432,0.028069964],"category_scores_gemma":[0.00006081508,0.000031713764,0.000029592751,0.00009678783,0.00016411507,0.000092253904,0.000010504722,0.0001393385,0.00016416966],"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":[0.000005253299,0.00004959573,0.00012349145,0.0000015253662,0.000004610465,8.6190664e-7,0.009912048,0.000013575581,0.0000065313834,0.70179284,0.28098017,0.007109536],"study_design_scores_gemma":[0.00008446043,0.0000066407524,0.00013804105,0.000010471922,0.0000029519176,4.932255e-7,0.00069497264,0.00015489093,0.000009304977,0.002508304,0.9963419,0.000047598016],"about_ca_topic_score_codex":0.0002488063,"about_ca_topic_score_gemma":0.014669779,"teacher_disagreement_score":0.7452361,"about_ca_system_score_codex":0.000030671705,"about_ca_system_score_gemma":0.000019362473,"threshold_uncertainty_score":0.9728185},"labels":[],"label_agreement":null},{"id":"W2045236613","doi":"10.1016/j.surge.2011.03.005","title":"When should we operate on elderly patients with a hip fracture? It’s about time!","year":2011,"lang":"en","type":"review","venue":"The Surgeon","topic":"Hip and Femur Fractures","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":"McMaster University","funders":"","keywords":"Medicine; Hip fracture; Observational study; Randomized controlled trial; Harm; Osteoporosis; Patient safety; Physical therapy; Intensive care medicine; Health care; Surgery; Internal medicine","score_opus":0.05740765041797809,"score_gpt":0.30859514089638534,"score_spread":0.25118749047840727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045236613","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":[0.00009990393,0.9806867,0.000006219633,0.0010771706,0.00032527943,0.0024291766,0.00009718603,0.00009663498,0.01518168],"genre_scores_gemma":[0.0003722952,0.9792413,0.000023282055,0.0037670142,0.00038285527,0.00017625144,0.00068295037,0.00016828171,0.015185757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976448,0.00028210846,0.00052939955,0.0005161521,0.00052017835,0.00050738046],"domain_scores_gemma":[0.9978862,0.00030743208,0.00035484735,0.0011069097,0.0001216223,0.00022302715],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041701045,0.00071302586,0.0018891329,0.00018500231,0.0001462128,0.000048615984,0.00038313164,0.0005229753,0.0037607695],"category_scores_gemma":[0.000079908306,0.00031238524,0.00041127283,0.00017646214,0.00010691634,0.000057036443,0.000053332238,0.0012928804,0.00226735],"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":[0.00026043225,0.00023879652,0.00006922214,0.0024072086,0.00047634693,0.000041213836,0.00077165785,4.6418978e-7,5.956213e-8,0.000020629144,0.10831807,0.8873959],"study_design_scores_gemma":[0.0005309494,0.0005797381,0.00020411846,0.012610171,0.001486814,0.000018102315,0.000009368241,6.214046e-7,0.0000019409545,0.000028647311,0.98414433,0.0003851944],"about_ca_topic_score_codex":0.00017390282,"about_ca_topic_score_gemma":0.000017180715,"teacher_disagreement_score":0.8870107,"about_ca_system_score_codex":0.000082141916,"about_ca_system_score_gemma":0.00028797498,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W2100036939","doi":"10.1016/s1479-666x(06)80066-1","title":"Not all pain in the left iliac fossa is diverticular disease: A case study of a psoas myxoma and review","year":2006,"lang":"en","type":"review","venue":"The Surgeon","topic":"Sarcoma 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":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Myxoma; Diverticular disease; Fossa ovalis; Surgery; Iliac fossa; Radiology; Internal medicine; Left atrium","score_opus":0.07441004100508859,"score_gpt":0.3577562629665984,"score_spread":0.2833462219615098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100036939","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":[0.019912714,0.9745265,1.2038882e-7,0.0010151846,0.000030989526,0.004407453,0.000058495116,0.000011309606,0.000037219786],"genre_scores_gemma":[0.018974729,0.9792793,0.000002257221,0.0010913379,0.000038653856,0.0004630916,0.000055683362,0.000029883826,0.00006511245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968512,0.001418188,0.00069090165,0.00036511148,0.00042933712,0.0002452846],"domain_scores_gemma":[0.9974845,0.0011410994,0.00025525,0.0009861683,0.000043481148,0.00008949108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020677424,0.00038180884,0.0017708654,0.000083599996,0.00006959698,0.000015736936,0.00015795768,0.000068816866,0.000055974604],"category_scores_gemma":[0.0002072039,0.00016664628,0.0004960799,0.00023937126,0.00006511577,0.000018406874,0.000096944976,0.00023230675,0.00000951324],"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":[0.000019239847,0.0027072667,0.010479001,0.032422103,0.000622562,0.0211531,0.00068668544,5.0855462e-8,1.7692543e-8,0.0000085706415,0.00763441,0.924267],"study_design_scores_gemma":[0.0008280135,0.00036779998,0.0042928364,0.042807132,0.012973882,0.0016351436,0.0002800497,0.0000026672692,1.4513897e-7,0.000010039716,0.9365803,0.0002220034],"about_ca_topic_score_codex":0.003005943,"about_ca_topic_score_gemma":0.00041284927,"teacher_disagreement_score":0.9289459,"about_ca_system_score_codex":0.00006453339,"about_ca_system_score_gemma":0.0000899588,"threshold_uncertainty_score":0.67956376},"labels":[],"label_agreement":null},{"id":"W2101164366","doi":"10.1016/j.surge.2012.12.008","title":"Repeat surgery following breast conservation and intra-operative sentinel lymph node analysis for breast cancer","year":2013,"lang":"en","type":"article","venue":"The Surgeon","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Research UK; Cancer Research Society","keywords":"Medicine; Sentinel node; Mastectomy; Breast-conserving surgery; Breast cancer; Sentinel lymph node; Surgery; Breast surgery; Malignancy; Biopsy; Metastasis; General surgery; Cancer; Radiology; Internal medicine","score_opus":0.011661341444947243,"score_gpt":0.253829989432453,"score_spread":0.24216864798750576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101164366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99134,0.0007142953,0.00035426387,0.006972775,0.0001251635,0.00020963997,0.00020355813,0.000015462523,0.00006483546],"genre_scores_gemma":[0.99804777,0.00026419625,0.00005058571,0.0007292813,0.00015566629,0.00028633562,0.00018924044,0.000018119916,0.00025878017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990998,0.000069318594,0.0001891495,0.0003126888,0.00009133456,0.00023774523],"domain_scores_gemma":[0.999347,0.000116237235,0.00009051759,0.0002463999,0.00015318317,0.0000467104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020516133,0.00017286256,0.0002660025,0.000051013976,0.00022304393,0.000046565045,0.00006309667,0.00006233,0.00004594145],"category_scores_gemma":[0.000031766773,0.00012065101,0.00022862265,0.00018866733,0.00007961999,0.000011622167,0.00006205923,0.000029556451,0.0000029712953],"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":[0.00010319891,0.000031275726,0.98062074,0.000014344589,0.0019845099,8.4676543e-7,0.00010614308,0.00004011047,0.009506439,0.000013524684,0.0018121531,0.0057666954],"study_design_scores_gemma":[0.00037759746,0.000002821123,0.99618065,0.000018779157,0.0005065242,0.000020784362,0.00017158846,0.00025925317,0.0020683117,0.0000330793,0.00019795973,0.00016265271],"about_ca_topic_score_codex":0.0033377663,"about_ca_topic_score_gemma":0.00023239195,"teacher_disagreement_score":0.01555989,"about_ca_system_score_codex":0.00003009708,"about_ca_system_score_gemma":0.00005567449,"threshold_uncertainty_score":0.50457263},"labels":[],"label_agreement":null},{"id":"W2105027053","doi":"10.1016/j.surge.2010.08.001","title":"Are we following the guiding SIGN when managing paediatric head injury?","year":2010,"lang":"en","type":"article","venue":"The Surgeon","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Sign (mathematics); Head (geology); Head injury; Medicine; Physical medicine and rehabilitation; Surgery; Geology","score_opus":0.044872650287968434,"score_gpt":0.2822650767218519,"score_spread":0.23739242643388347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105027053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633716,0.0017356192,0.00009273642,0.028517975,0.0016850787,0.0004332494,0.0000031635461,0.00014465488,0.004015939],"genre_scores_gemma":[0.99665725,0.00012558475,0.00008767228,0.001597972,0.00050083984,0.000028168814,0.0000027656151,0.0000289798,0.0009707436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864084,0.00015478006,0.00026393312,0.00024137255,0.00037127975,0.00032782592],"domain_scores_gemma":[0.99847907,0.0005408289,0.00015145524,0.0007253735,0.000028654094,0.00007464442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014327796,0.0001720103,0.00026945173,0.00006894539,0.00041115077,0.00005576515,0.0002937242,0.00006553341,0.00014222831],"category_scores_gemma":[0.00033638987,0.00009009135,0.00033688522,0.00026588954,0.00008728324,0.00008893768,0.00007389588,0.0004070681,0.0000643783],"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":[0.0007772895,0.00047247994,0.16005045,0.00075572863,0.0015595576,0.0004994498,0.011388507,0.000031292497,0.03967527,0.008835654,0.16570176,0.61025256],"study_design_scores_gemma":[0.003062001,0.0003279179,0.3005178,0.00096410717,0.0020411876,0.0003294963,0.0051920153,0.00079862203,0.022641594,0.022273792,0.6406623,0.00118912],"about_ca_topic_score_codex":0.000046336456,"about_ca_topic_score_gemma":0.000052154068,"teacher_disagreement_score":0.60906345,"about_ca_system_score_codex":0.000013352221,"about_ca_system_score_gemma":0.000028094475,"threshold_uncertainty_score":0.36738187},"labels":[],"label_agreement":null},{"id":"W2106668378","doi":"10.1016/j.surge.2010.11.016","title":"Evaluation matters: Lessons learned on the evaluation of surgical teaching","year":2011,"lang":"en","type":"review","venue":"The Surgeon","topic":"Innovations in Medical Education","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 Toronto","funders":"","keywords":"Promotion (chess); Consistency (knowledge bases); Process (computing); Medical education; Anonymity; Psychology; Computer science; Medicine; Political science","score_opus":0.3871785433775477,"score_gpt":0.5118842981378183,"score_spread":0.12470575476027063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106668378","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":[0.001098896,0.94652593,0.000024009754,0.023603052,0.0013918509,0.004335826,0.000011310735,0.00005408109,0.022955064],"genre_scores_gemma":[0.0047014705,0.9919355,0.00005105836,0.0006320973,0.00066859834,0.0008167252,0.00046772262,0.00007614328,0.0006506993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99196595,0.0041463412,0.0008903094,0.00034472463,0.0024025491,0.00025012463],"domain_scores_gemma":[0.99600875,0.0010538012,0.0007732428,0.0011612857,0.00096674793,0.00003614714],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.042062942,0.000290658,0.0008608809,0.00028085877,0.00023288425,0.000019422823,0.00033205954,0.00028230203,0.0023049014],"category_scores_gemma":[0.005041998,0.00014205818,0.0003578171,0.000555415,0.0001938623,0.000045800207,0.000054604658,0.0012716551,0.00024186615],"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":[0.000013684891,0.00016255048,0.000001342664,0.0008082689,0.00014967914,4.870616e-7,0.0003442886,0.0000024346,4.0877083e-7,0.0062561464,0.014031451,0.9782293],"study_design_scores_gemma":[0.00037161107,0.00006522964,0.000053950665,0.008335066,0.0057252212,0.000044908353,0.00019705143,0.00067443633,0.0000033968342,0.001394124,0.98299146,0.0001435204],"about_ca_topic_score_codex":0.00007864819,"about_ca_topic_score_gemma":0.0000029074654,"teacher_disagreement_score":0.97808576,"about_ca_system_score_codex":0.000517402,"about_ca_system_score_gemma":0.0013197085,"threshold_uncertainty_score":0.9986071},"labels":[],"label_agreement":null},{"id":"W2127058414","doi":"10.1016/s1479-666x(08)80032-7","title":"The role of imaging in the pre-operative staging and post-operative follow-up of rectal cancer","year":2008,"lang":"en","type":"review","venue":"The Surgeon","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":46,"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 Alberta","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Context (archaeology); Radiology; Stage (stratigraphy); Radiation therapy; Occult; Cancer; Pathology; Internal medicine","score_opus":0.02408634514526319,"score_gpt":0.35335367283295477,"score_spread":0.32926732768769157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127058414","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":[0.04117547,0.95370156,3.1034895e-7,0.00027527945,0.00016927214,0.001751947,0.00009669031,0.000009996256,0.0028194636],"genre_scores_gemma":[0.08696536,0.912109,0.0000041710423,0.000045975896,0.000058300033,0.00033681828,0.000023827315,0.00003255503,0.0004239726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762917,0.0007676755,0.00059338566,0.00030601912,0.00040632192,0.00029742537],"domain_scores_gemma":[0.9973692,0.001637903,0.0003405774,0.00043556196,0.00017023203,0.00004648334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006217358,0.0003516793,0.001300299,0.00008859045,0.00018425078,0.000020372847,0.0002502238,0.00007850478,0.000046929785],"category_scores_gemma":[0.00019628214,0.00014043432,0.0003515208,0.00043158888,0.00038336273,0.000061528415,0.00012456122,0.0004730384,0.000001947709],"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":[0.0003950209,0.00006674375,0.0033163086,0.0005271686,0.0003730998,0.00003300261,0.00750712,0.0000011880018,0.000016823396,0.000079854435,0.000058328384,0.98762536],"study_design_scores_gemma":[0.0035943717,0.0008689498,0.016967246,0.024930768,0.00252718,0.00052478176,0.0067777405,0.00012319007,0.0005407126,0.00017105926,0.94220537,0.0007686382],"about_ca_topic_score_codex":0.0031329547,"about_ca_topic_score_gemma":0.0006233985,"teacher_disagreement_score":0.9868567,"about_ca_system_score_codex":0.00019620621,"about_ca_system_score_gemma":0.00050559756,"threshold_uncertainty_score":0.5726745},"labels":[],"label_agreement":null},{"id":"W2151825109","doi":"10.1016/j.surge.2010.11.009","title":"Objective assessment of technical skill","year":2011,"lang":"en","type":"review","venue":"The Surgeon","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":13,"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; Mount Sinai Hospital","funders":"","keywords":"Dreyfus model of skill acquisition; Component (thermodynamics); Computer science; Psychology","score_opus":0.04149799519539944,"score_gpt":0.34576388292848564,"score_spread":0.3042658877330862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151825109","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":[0.000001525648,0.9496695,0.00095532445,0.0000067090773,0.0002137219,0.00041886035,0.000022870807,0.00010095152,0.048610564],"genre_scores_gemma":[0.00063483824,0.9984564,0.00024545973,0.0000029896903,0.000042691125,0.00028108575,0.00003355769,0.000031739066,0.00027119473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936765,0.00004518581,0.00029293325,0.00010418671,0.00007271904,0.0001172947],"domain_scores_gemma":[0.99922585,0.00014833934,0.00009207939,0.00047665703,0.000025198338,0.000031857966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025186752,0.00014249499,0.00046509958,0.00006145581,0.00002698596,0.0000050469002,0.00025944912,0.00011100253,0.00025316502],"category_scores_gemma":[0.000010769659,0.00009298493,0.00020729158,0.00019968156,0.000028736144,0.000011725785,0.00003100414,0.00028009043,0.00005946284],"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":[1.6505824e-7,0.000058268393,0.000001045099,0.0027146027,0.000118735865,1.16908026e-7,0.0000706733,0.00001545367,0.0000017750656,0.12184841,0.0037236533,0.8714471],"study_design_scores_gemma":[0.000012040073,0.0000037728603,0.000017718912,0.000535015,0.00014251939,0.000003928743,0.0000092229175,0.000024594563,0.0000030385827,0.00043598784,0.9987155,0.00009664219],"about_ca_topic_score_codex":0.000009668078,"about_ca_topic_score_gemma":0.0000043945383,"teacher_disagreement_score":0.99499184,"about_ca_system_score_codex":0.00009723225,"about_ca_system_score_gemma":0.00012532076,"threshold_uncertainty_score":0.3791815},"labels":[],"label_agreement":null},{"id":"W2152665962","doi":"10.1016/j.surge.2009.10.020","title":"Endovascular ruptured abdominal aortic aneurysm repair – setting up your hospital for an endovascular approach","year":2009,"lang":"en","type":"review","venue":"The Surgeon","topic":"Aortic aneurysm repair treatments","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":"Toronto General Hospital","funders":"Circulation Foundation","keywords":"Medicine; Abdominal aortic aneurysm; Asymptomatic; Endovascular aneurysm repair; Surgery; Mortality rate; Endovascular treatment; Aneurysm; Endovascular surgery","score_opus":0.04551065973863381,"score_gpt":0.3252714367443203,"score_spread":0.27976077700568647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152665962","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":[0.0010709123,0.9877956,0.00059167633,0.00007403593,0.00066789665,0.0082540065,0.00006662877,0.0007573327,0.0007218902],"genre_scores_gemma":[0.0019394136,0.9838095,0.005713519,0.00021590875,0.0012888785,0.0015389548,0.0020658714,0.00043699157,0.0029910132],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938669,0.0007347858,0.0015837429,0.0015405646,0.0010374002,0.001236603],"domain_scores_gemma":[0.9952435,0.00039193573,0.0008725146,0.0028469393,0.00019896856,0.00044616673],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002104438,0.0012786224,0.003703894,0.00027773652,0.00038202206,0.00006879659,0.0005855357,0.00066620175,0.00004508387],"category_scores_gemma":[0.00066912785,0.00081571384,0.004999152,0.00048941746,0.0001910358,0.00016041366,0.00013120685,0.0009305899,0.000069422706],"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":[0.00015773518,0.0011530743,0.00013356283,0.013559328,0.0036133023,0.0009980672,0.00048477328,0.0000037586774,0.000002456146,0.000053202988,0.00210606,0.9777347],"study_design_scores_gemma":[0.0037796916,0.0020507467,0.00046058188,0.0052239806,0.034958363,0.009367281,0.00033766826,0.0010786045,0.000009759362,0.00012523009,0.94099575,0.0016123595],"about_ca_topic_score_codex":0.00009049304,"about_ca_topic_score_gemma":0.0000021070252,"teacher_disagreement_score":0.9761223,"about_ca_system_score_codex":0.00035980836,"about_ca_system_score_gemma":0.0005674997,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W2183949593","doi":"10.1016/j.surge.2015.09.001","title":"Using a multimedia presentation to improve patient understanding and satisfaction with informed consent for minimally invasive vascular procedures","year":2015,"lang":"en","type":"article","venue":"The Surgeon","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":73,"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; University Health Network","funders":"","keywords":"Informed consent; Medicine; Psychological intervention; Patient satisfaction; Comprehension; Intervention (counseling); Likert scale; Randomized controlled trial; Physical therapy; Patient education; Surgery; Nursing; Psychology; Alternative medicine","score_opus":0.3599904842013639,"score_gpt":0.4277479156270341,"score_spread":0.0677574314256702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183949593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98861617,0.00027602696,0.001818874,0.0024444934,0.0004385377,0.0061187935,0.000043641674,0.000069600566,0.0001738537],"genre_scores_gemma":[0.9918424,0.000044236982,0.0064030564,0.0006238382,0.00006209479,0.00093232386,0.000040368028,0.000026511094,0.00002518612],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982975,0.00040302062,0.00044069393,0.0002080819,0.0003036084,0.00034710826],"domain_scores_gemma":[0.9957682,0.0028296122,0.00035790133,0.00036609557,0.00046136204,0.00021684889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033696753,0.00014300928,0.00018602076,0.00011093618,0.0006934718,0.000020249767,0.00009545695,0.000089955916,0.000005643523],"category_scores_gemma":[0.0030031772,0.00010014684,0.000028633169,0.00016975495,0.00007712053,0.00019640883,0.00012041238,0.00019555338,0.000006718195],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003996828,0.00007302832,0.5231144,0.0037129712,0.00026141395,0.0000020212262,0.44954363,0.0012732083,0.0031832096,0.0017755734,0.0062785437,0.006785158],"study_design_scores_gemma":[0.010288366,0.0023695645,0.07010755,0.0035922432,0.0002898502,0.000012838744,0.8865325,0.014476177,0.0015925149,0.006528089,0.00321203,0.0009982686],"about_ca_topic_score_codex":0.0042933836,"about_ca_topic_score_gemma":0.023324244,"teacher_disagreement_score":0.45300686,"about_ca_system_score_codex":0.0007193623,"about_ca_system_score_gemma":0.0022303571,"threshold_uncertainty_score":0.99449754},"labels":[],"label_agreement":null},{"id":"W2517865478","doi":"10.1016/j.surge.2016.08.001","title":"Structural implications of fenestrated stent graft misalignment","year":2016,"lang":"en","type":"article","venue":"The Surgeon","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"McMaster University","keywords":"Apposition; Stent; Fenestration; Medicine; Zenith; Surgery; Radiology; Aneurysm; Endovascular aneurysm repair; Abdominal aortic aneurysm; Anatomy; Optics; Physics","score_opus":0.026520407166080805,"score_gpt":0.27967814637908606,"score_spread":0.2531577392130053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517865478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938521,0.000059271424,0.000047705274,0.0046106298,0.000057443212,0.0002894159,0.000014465064,0.00004533578,0.0010236459],"genre_scores_gemma":[0.9976905,0.000018685108,0.000057350528,0.000075779055,0.000020603486,0.000019444105,0.0000088933575,0.000010421004,0.002098307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932986,0.000035284957,0.00021566956,0.0001205853,0.0001513827,0.00014721973],"domain_scores_gemma":[0.9992882,0.000091342066,0.000089989175,0.00040764676,0.000058996044,0.000063852014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090198875,0.00008395136,0.00014583408,0.000022421185,0.00004045535,0.0000020396856,0.00006474888,0.000028011893,0.00022180814],"category_scores_gemma":[0.000034182853,0.00003638208,0.00007828528,0.0000797687,0.0000920357,0.000027419648,0.00002189962,0.000026812084,0.000036166985],"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":[0.0002642111,0.00020482282,0.83088005,0.000039571216,0.00036043872,0.00003103318,0.0002852308,0.00000408807,0.13597625,0.0031418728,0.0018274992,0.026984954],"study_design_scores_gemma":[0.0008109903,0.00014568184,0.97862214,0.00004929281,0.00014704638,0.00011996685,0.00005464571,0.000012203334,0.01867525,0.00086077553,0.0004423938,0.00005959778],"about_ca_topic_score_codex":0.00008827121,"about_ca_topic_score_gemma":0.0000052633022,"teacher_disagreement_score":0.14774212,"about_ca_system_score_codex":0.00005582816,"about_ca_system_score_gemma":0.000051941726,"threshold_uncertainty_score":0.24286434},"labels":[],"label_agreement":null},{"id":"W2782154656","doi":"10.1016/j.surge.2017.12.002","title":"Integrative medicine or infiltrative pseudoscience?","year":2018,"lang":"en","type":"article","venue":"The Surgeon","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":21,"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; Toronto General Hospital; University Health Network","funders":"","keywords":"Harm; Scientific evidence; Alternative medicine; Evidence-based medicine; Health care; Incentive; Promotion (chess); Public relations; Pseudoscience; Medicine; Integrative medicine; Evidence-based practice; Political science; Law; Economics","score_opus":0.07965833155987934,"score_gpt":0.38495144611378485,"score_spread":0.3052931145539055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782154656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8806921,0.0002209378,0.0007273828,0.018970925,0.0011169876,0.00053609244,0.000008482378,0.00007563243,0.09765146],"genre_scores_gemma":[0.9854063,0.00009642661,0.0000951513,0.0018673603,0.0014422783,0.000019478877,0.000007666868,0.0000079799165,0.011057365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886143,0.00008909456,0.00023851615,0.00021911909,0.0003426921,0.00024913027],"domain_scores_gemma":[0.99880713,0.00052296947,0.00008356443,0.00026076013,0.00023968205,0.00008588557],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005345741,0.00017267487,0.0003341988,0.00008463666,0.0003207061,0.000005409143,0.00015466998,0.00000837395,0.0043350477],"category_scores_gemma":[0.0007952036,0.00006300727,0.000051160874,0.00046007842,0.0017770345,0.00006379647,0.00008026419,0.0001764076,0.00009042231],"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":[0.0060365004,0.00058905024,0.22932832,0.00012500359,0.0014415847,0.00040734158,0.12826227,6.2575583e-7,0.025051998,0.03437935,0.342074,0.23230395],"study_design_scores_gemma":[0.00628021,0.019161806,0.35726085,0.0014993986,0.00054031395,0.0005251162,0.074107535,0.00039242604,0.030152781,0.006665159,0.5028474,0.00056704436],"about_ca_topic_score_codex":0.00037907588,"about_ca_topic_score_gemma":0.00040324248,"teacher_disagreement_score":0.2317369,"about_ca_system_score_codex":0.000038604463,"about_ca_system_score_gemma":0.00007021131,"threshold_uncertainty_score":0.9965751},"labels":[],"label_agreement":null},{"id":"W2886840029","doi":"10.1016/j.surge.2018.07.002","title":"Renal failure parathyroidectomy – Is pre-operative imaging worthwhile?","year":2018,"lang":"en","type":"article","venue":"The Surgeon","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University","keywords":"Medicine; Primary hyperparathyroidism; Parathyroidectomy; Pathological; Radiology; Tertiary hyperparathyroidism; Ultrasound; Surgery; Hyperparathyroidism; Parathyroid hormone; Internal medicine; Calcium","score_opus":0.011332263642859079,"score_gpt":0.2934151609818631,"score_spread":0.28208289733900405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886840029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97036016,0.002947009,0.00013397667,0.005233456,0.0001151622,0.00045187556,0.00001643219,0.000081920894,0.02066],"genre_scores_gemma":[0.9917428,0.000061904415,0.00012829587,0.0015721358,0.00024234684,0.000039589464,0.000027190572,0.000022722164,0.0061630253],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889,0.00006225741,0.00018788237,0.00029347654,0.0002335276,0.0003328935],"domain_scores_gemma":[0.99918526,0.0000552697,0.00006502638,0.0004627492,0.00011979063,0.000111910536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017541855,0.00019305284,0.00024925245,0.000055914512,0.00026539073,0.00003846723,0.00009980879,0.000042387277,0.00035896496],"category_scores_gemma":[0.00003518276,0.000114002694,0.000117311276,0.00023068082,0.00019078178,0.000101874415,0.000046195168,0.00014942657,0.0007132087],"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":[0.0009812813,0.00052871066,0.25317514,0.000006678361,0.0005364882,0.00019207301,0.008227309,0.000003534912,0.013838311,0.0006816644,0.71563816,0.0061906385],"study_design_scores_gemma":[0.009996219,0.0010784018,0.44601905,0.00012158358,0.0006589594,0.00048269556,0.0016285453,0.0014879096,0.059008516,0.0026874596,0.47597894,0.0008517064],"about_ca_topic_score_codex":0.0002360718,"about_ca_topic_score_gemma":0.000106700136,"teacher_disagreement_score":0.23965922,"about_ca_system_score_codex":0.000036697602,"about_ca_system_score_gemma":0.00008693145,"threshold_uncertainty_score":0.9167093},"labels":[],"label_agreement":null},{"id":"W2888304956","doi":"10.1016/j.surge.2018.07.003","title":"A prospective questionnaire-based study on staff awareness of intimate partner violence (IPV) in orthopaedic trauma patients","year":2018,"lang":"en","type":"article","venue":"The Surgeon","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Domestic violence; Orthopedic surgery; Family medicine; Occupational safety and health; Suicide prevention; Psychiatry; Nursing; Poison control; Medical emergency","score_opus":0.025226155196490473,"score_gpt":0.33233214520633964,"score_spread":0.3071059900098492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888304956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900129,0.000019293466,0.00006244995,0.000029072366,0.00040831402,0.0008969665,0.000009444636,0.000055996712,0.008505584],"genre_scores_gemma":[0.9997081,0.000009404628,0.000008812385,0.00005291293,0.00007167908,0.00009971743,0.000002672422,0.000012436445,0.000034266275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773026,0.0006462866,0.00033793217,0.00030792115,0.000593964,0.00038364064],"domain_scores_gemma":[0.9989629,0.00015609652,0.00015976842,0.00031692628,0.00034335547,0.00006095901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001680624,0.00015243064,0.00023817402,0.00012278886,0.0003897615,0.000030327501,0.00034230924,0.000063706255,0.00005632318],"category_scores_gemma":[0.0002755363,0.00010936405,0.00006741543,0.000544467,0.0005464398,0.00012090055,0.00004141881,0.00014882055,0.00006149138],"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":[0.00024081711,0.0011001948,0.97731817,0.000011361724,0.000009611986,0.0000025527402,0.011664851,0.000044310105,0.000011064139,0.0033626778,0.00003115809,0.006203225],"study_design_scores_gemma":[0.0007049858,0.000628121,0.992982,0.00035461775,0.000013388186,3.569851e-8,0.0031020266,0.00018604311,0.0006256192,0.0012081215,0.000047722737,0.00014735105],"about_ca_topic_score_codex":0.005423211,"about_ca_topic_score_gemma":0.0015494657,"teacher_disagreement_score":0.015663791,"about_ca_system_score_codex":0.00011597319,"about_ca_system_score_gemma":0.00017493159,"threshold_uncertainty_score":0.8198309},"labels":[],"label_agreement":null},{"id":"W2968239876","doi":"10.1016/j.surge.2019.05.003","title":"The effect of tranexamic acid on wound complications in primary total Hip Arthroplasty: A meta-analysis","year":2019,"lang":"en","type":"review","venue":"The Surgeon","topic":"Blood transfusion and management","field":"Medicine","cited_by":29,"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":"Medicine; Tranexamic acid; Surgery; Meta-analysis; Randomized controlled trial; Confidence interval; Deep vein; Blood transfusion; Thrombosis; Complication; Clinical trial; Total hip arthroplasty; Relative risk; Venous thrombosis; Statistical significance; Anesthesia; Antibiotic prophylaxis; Blood loss; Antibiotics; Internal medicine","score_opus":0.07794827356151059,"score_gpt":0.3309166587699535,"score_spread":0.25296838520844295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968239876","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":[0.0003229459,0.98946494,0.000026441048,0.0007690957,0.00011919957,0.003551325,0.00004231458,0.000024004037,0.005679753],"genre_scores_gemma":[0.005421478,0.99139863,0.0000044805684,0.00012036062,0.00001900508,0.0004358651,0.00018084423,0.000032971242,0.0023863812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976335,0.00075615296,0.0006524346,0.00032695848,0.0004034573,0.00022749664],"domain_scores_gemma":[0.99684095,0.0016231872,0.00026393417,0.0012000353,0.000025234252,0.000046657806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015579417,0.00033409483,0.003205046,0.00031630087,0.000082456034,0.000016759128,0.00021262626,0.000119246346,0.00021780272],"category_scores_gemma":[0.0000337556,0.00013925234,0.0029174052,0.0008963059,0.00010434555,0.000014423914,0.000041443433,0.00046439958,0.0001456328],"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":[0.00014579938,0.0002078373,0.000019933139,0.010725021,0.1279583,0.000010125325,0.000065595494,0.00001907965,0.000004155263,0.00042577137,0.0005063915,0.859912],"study_design_scores_gemma":[0.0004994049,0.00024080292,0.00066622975,0.00046045292,0.4187422,0.000013777918,0.000008404232,0.000006890752,0.0000052807454,0.0000048446564,0.57921517,0.00013653463],"about_ca_topic_score_codex":0.00008633419,"about_ca_topic_score_gemma":0.0000951473,"teacher_disagreement_score":0.8597755,"about_ca_system_score_codex":0.00006165042,"about_ca_system_score_gemma":0.000078770536,"threshold_uncertainty_score":0.5678546},"labels":[],"label_agreement":null},{"id":"W2990112148","doi":"10.1016/j.surge.2019.10.003","title":"IVC filter removal after extended implantation periods","year":2019,"lang":"en","type":"article","venue":"The Surgeon","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":16,"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; Toronto General Hospital","funders":"","keywords":"Medicine; Inferior vena cava; Demographics; Implant; Surgery; Cohort; Vena cava filters; Radiology; Thrombosis; Internal medicine","score_opus":0.00939047676409538,"score_gpt":0.2513684259063446,"score_spread":0.24197794914224924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990112148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97457284,0.00018073036,0.000016772256,0.0017813426,0.00046160677,0.0004440583,0.0000039143342,0.000047998772,0.022490712],"genre_scores_gemma":[0.99076664,0.000114977534,0.000083116065,0.0020022723,0.00012823984,0.000038233407,0.000022592209,0.000017465,0.0068264785],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992445,0.000039074082,0.00014313309,0.00016681435,0.00019756502,0.00020890374],"domain_scores_gemma":[0.9994771,0.00003966276,0.00004092781,0.0003648841,0.000031498756,0.000045955578],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026437704,0.00009924447,0.00021882573,0.000046686248,0.000043730997,0.000022272769,0.000062171246,0.00003715742,0.0030010114],"category_scores_gemma":[0.000011912575,0.00006182857,0.000093900155,0.0000765842,0.000023858747,0.0000510746,0.00004569981,0.000087935936,0.0010501234],"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":[0.0054752347,0.0035758193,0.21628381,0.0019386036,0.0021665932,0.002182731,0.021423873,0.00011117984,0.053514317,0.023407433,0.2426937,0.4272267],"study_design_scores_gemma":[0.00069615926,0.0001551366,0.87929577,0.00007952752,0.00013904317,0.00010936953,0.0002726633,0.00008846485,0.0012032739,0.00024412759,0.11758975,0.00012674273],"about_ca_topic_score_codex":0.00014099467,"about_ca_topic_score_gemma":0.000019436862,"teacher_disagreement_score":0.6630119,"about_ca_system_score_codex":0.000029131483,"about_ca_system_score_gemma":0.000020314726,"threshold_uncertainty_score":0.99972767},"labels":[],"label_agreement":null},{"id":"W3007025253","doi":"10.1016/j.surge.2019.12.002","title":"Long-term outcomes following total hip and total knee arthroplasty in patients with Paget's disease of bone (PDB) – A national study","year":2020,"lang":"en","type":"article","venue":"The Surgeon","topic":"Bone health and treatments","field":"Medicine","cited_by":14,"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":"Medicine; Incidence (geometry); Implant; Arthroplasty; Surgery; Population","score_opus":0.019482630957947143,"score_gpt":0.2713774502544365,"score_spread":0.2518948192964893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007025253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981764,0.00011120958,0.0000010963154,0.00071667705,0.000067457324,0.0008378283,0.000022335544,0.000016127622,0.000050852355],"genre_scores_gemma":[0.9996497,0.0000014287133,0.00000883038,0.000173588,0.000010569257,0.000027150088,0.000036376146,0.000012208969,0.00008014446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989816,0.000062757856,0.0002194015,0.00017082787,0.00039865356,0.00016677927],"domain_scores_gemma":[0.9994864,0.00010204275,0.00006740873,0.000107921776,0.000038869744,0.00019734244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013670755,0.00011766217,0.00029124983,0.00004600221,0.00006216134,0.000006115551,0.000012839463,0.000019631198,0.000024142135],"category_scores_gemma":[0.00012154878,0.00006970615,0.000053743344,0.0001234656,0.00003423227,0.000059811413,0.000033908807,0.00010568424,0.0000054482266],"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":[0.0011667411,0.0008857882,0.99545306,0.000055460034,0.00011875086,0.000111457615,0.00060867233,0.0000033695217,0.0000011710179,0.000004443983,0.000009679125,0.0015813889],"study_design_scores_gemma":[0.0073929043,0.0007281568,0.99155676,0.00005240551,0.00010522966,0.0000016106723,0.00007430578,0.000018705876,0.0000017232499,0.000005209362,0.0000018611955,0.00006112022],"about_ca_topic_score_codex":0.00008884845,"about_ca_topic_score_gemma":0.00004183903,"teacher_disagreement_score":0.006226163,"about_ca_system_score_codex":0.000029102563,"about_ca_system_score_gemma":0.0000965244,"threshold_uncertainty_score":0.28425342},"labels":[],"label_agreement":null},{"id":"W3156655269","doi":"10.1016/j.surge.2021.02.014","title":"Closed suction drainages in Lower Limb Joint Arthroplasty: A level I evidence based meta-analysis","year":2022,"lang":"en","type":"review","venue":"The Surgeon","topic":"Blood transfusion and management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Surgery; Joint arthroplasty; Suction; Drainage; Arthroplasty; Blood transfusion; Internal medicine","score_opus":0.4660956685800233,"score_gpt":0.38054557511815057,"score_spread":0.08555009346187276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156655269","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":[0.00001677981,0.9934241,0.0002650388,0.0031813397,0.00038613754,0.0018985148,0.000037906506,0.000075206204,0.00071497954],"genre_scores_gemma":[0.0009038603,0.99091214,0.00006249563,0.0008256573,0.000054238622,0.0006502087,0.00013108228,0.000052237367,0.0064080837],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962625,0.0010512361,0.00089128054,0.00064969645,0.00079170574,0.00035361396],"domain_scores_gemma":[0.9975103,0.000801532,0.00035509208,0.0011863863,0.000049155366,0.0000975162],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029049905,0.000474903,0.0036312891,0.0010215859,0.00014115864,0.00003764282,0.0002148303,0.00014019891,0.011281849],"category_scores_gemma":[0.00024699653,0.00028032955,0.004523644,0.0023261986,0.00008007659,0.0000673386,0.00012605435,0.00076157047,0.00009145002],"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":[0.00024288884,0.0008977483,0.000006917346,0.012272626,0.117886424,0.0006276976,0.00015426188,0.00016661157,0.000001758324,0.00035078454,0.0031606709,0.8642316],"study_design_scores_gemma":[0.00020359644,0.00011943651,0.00006979407,0.0005951556,0.29253212,0.000009452524,0.000032610395,0.000042041513,8.9740695e-7,0.000008452521,0.706196,0.00019043872],"about_ca_topic_score_codex":0.0006453486,"about_ca_topic_score_gemma":0.00052593654,"teacher_disagreement_score":0.86404115,"about_ca_system_score_codex":0.00016910888,"about_ca_system_score_gemma":0.0002599594,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W4220847550","doi":"10.1016/j.surge.2022.01.009","title":"A scoping review of assessment methods of competence of general surgical trainees","year":2022,"lang":"en","type":"review","venue":"The Surgeon","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":20,"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":"Competence (human resources); Medical education; Medicine; MEDLINE; Family medicine; Psychology","score_opus":0.2075805112453012,"score_gpt":0.5242715837095039,"score_spread":0.3166910724642027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220847550","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":[0.000024953672,0.98936504,0.000080207654,0.000039559603,0.00013009527,0.0011073047,0.000022031416,0.000014062185,0.009216751],"genre_scores_gemma":[0.00008599521,0.9974887,0.0020658728,0.000048263802,0.000046027828,0.000055555673,0.00009994033,0.00002336839,0.00008630155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606204,0.0015153727,0.0014988258,0.00021296849,0.0005399716,0.00017082809],"domain_scores_gemma":[0.9945954,0.0037996038,0.0009989189,0.00044506442,0.00009316107,0.00006786033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004390292,0.0002221858,0.0032748366,0.00011727038,0.00003341837,0.0000018841268,0.00020117828,0.00008142148,0.0038757897],"category_scores_gemma":[0.00037955598,0.00013031461,0.0010560637,0.000619434,0.00014525602,0.000015201293,0.00010544303,0.00036600622,7.119588e-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":[0.000011634413,0.00006525742,0.000009212336,0.2315943,0.00015416248,0.000011370587,0.000026740976,0.0000044709022,7.801897e-7,0.00079359807,0.0000071992745,0.7673213],"study_design_scores_gemma":[0.00043226845,0.00009248274,0.000018413324,0.39651355,0.0009913516,0.000057118647,0.000017555143,0.00006197342,0.0000054572356,0.000013697554,0.6016867,0.00010943036],"about_ca_topic_score_codex":0.000029370092,"about_ca_topic_score_gemma":5.140164e-7,"teacher_disagreement_score":0.76721185,"about_ca_system_score_codex":0.000040176074,"about_ca_system_score_gemma":0.0005407943,"threshold_uncertainty_score":0.9970348},"labels":[],"label_agreement":null},{"id":"W4318293250","doi":"10.1016/j.surge.2023.01.002","title":"Is the use of a routine intraoperative cholangiogram necessary in laparoscopic cholecystectomy?","year":2023,"lang":"en","type":"review","venue":"The Surgeon","topic":"Gallbladder and Bile Duct Disorders","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":"Toronto General Hospital; University Health Network","funders":"Trinity College Dublin","keywords":"Laparoscopic cholecystectomy; Medicine; Cholecystectomy; General surgery","score_opus":0.1332133878956961,"score_gpt":0.36337839325364635,"score_spread":0.23016500535795026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318293250","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":[0.0051222597,0.9907688,6.970073e-7,0.0011534423,0.00024677478,0.0022244342,0.00008465682,0.00006726312,0.000331682],"genre_scores_gemma":[0.0021960137,0.9950853,0.0000043100927,0.00039186218,0.00010001033,0.00020858311,0.00015746549,0.00006752025,0.0017889233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784875,0.0004246642,0.0006978867,0.00033223475,0.00033433147,0.0003621454],"domain_scores_gemma":[0.9981511,0.0006559074,0.0002482758,0.0008145041,0.00007522427,0.000054977994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006447406,0.0003673896,0.0016108582,0.000260034,0.00006672937,0.000040560255,0.00032709408,0.00021612801,0.00013898336],"category_scores_gemma":[0.00027356108,0.00016712985,0.0006223018,0.0014959951,0.00018211962,0.00005881889,0.00012603075,0.000754432,0.00009732313],"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":[0.00019180073,0.00060394243,0.0031954688,0.033359457,0.0025883052,0.00014516736,0.005443603,0.000011000955,0.000004195097,0.00012720755,0.039857548,0.9144723],"study_design_scores_gemma":[0.0012298636,0.00010878489,0.0015365701,0.014059171,0.0011443719,0.000038833085,0.0002815228,0.000020205509,0.0000090762305,0.00002332737,0.98131156,0.00023672916],"about_ca_topic_score_codex":0.001536664,"about_ca_topic_score_gemma":0.0002904667,"teacher_disagreement_score":0.941454,"about_ca_system_score_codex":0.00004961376,"about_ca_system_score_gemma":0.00024890064,"threshold_uncertainty_score":0.6815358},"labels":[],"label_agreement":null},{"id":"W4387881717","doi":"10.1016/j.surge.2023.10.005","title":"Increased team familiarity for surgical time savings: Effective primarily in complex surgical cases","year":2023,"lang":"en","type":"article","venue":"The Surgeon","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; Natural Sciences and Engineering Research Council of Canada; Royal College of Physicians and Surgeons of Canada","keywords":"Surgical team; Surgical procedures; Medicine; Computer science; Surgery","score_opus":0.04028847488970473,"score_gpt":0.3259445362620615,"score_spread":0.2856560613723568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387881717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835766,0.000041653133,0.00000402703,0.00069613074,0.00007953919,0.0011800076,0.000035550584,0.0002806259,0.014105872],"genre_scores_gemma":[0.9983283,0.000015727837,0.000018744979,0.00021171091,0.00017277498,0.00011020926,0.00036215174,0.000027897571,0.0007524701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998236,0.00030427473,0.00035682012,0.0003212859,0.00032473446,0.00045689387],"domain_scores_gemma":[0.9918488,0.0075838533,0.00006556644,0.00024892675,0.00008361212,0.0001691878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018370191,0.00019041846,0.0005296184,0.00015345724,0.00015394237,0.00002290576,0.00009559322,0.00012998002,0.00048790648],"category_scores_gemma":[0.00084516103,0.00012803709,0.00024483065,0.00075151125,0.00014278959,0.000048064245,0.00006967473,0.00027362883,0.00022702286],"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":[0.031472985,0.0023201983,0.7275248,0.0005921094,0.0006298555,0.0069270204,0.002350229,0.0010096139,0.0012845484,0.005808884,0.015972905,0.20410684],"study_design_scores_gemma":[0.016751898,0.0003423931,0.72147655,0.00012256773,0.00008663281,0.0002265113,0.00018804274,0.035369158,0.00018831037,0.00048919825,0.22445011,0.00030860427],"about_ca_topic_score_codex":0.0005750003,"about_ca_topic_score_gemma":0.00004313065,"teacher_disagreement_score":0.2084772,"about_ca_system_score_codex":0.000099864264,"about_ca_system_score_gemma":0.00006723409,"threshold_uncertainty_score":0.5342234},"labels":[],"label_agreement":null},{"id":"W4390115696","doi":"10.1016/j.surge.2023.11.012","title":"Time to retire the term “high volume” and replace with “high quality” for HPB centers: A position statement from Caribbean chapter of AHPBA","year":2023,"lang":"en","type":"editorial","venue":"The Surgeon","topic":"Health and Medical Research Impacts","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 Calgary","funders":"","keywords":"Term (time); Position statement; Volume (thermodynamics); Statement (logic); Position (finance); Quality (philosophy); Computer science; Political science; Business; Medicine; Law; Physics; Philosophy; Epistemology; Finance; Family medicine","score_opus":0.04853007369233361,"score_gpt":0.37661893570610727,"score_spread":0.3280888620137737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390115696","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":[0.3332746,0.00046554412,0.00031512472,0.23260541,0.4078853,0.011388509,0.013335644,0.00023536834,0.00049447455],"genre_scores_gemma":[0.06899889,0.002123318,0.00045959832,0.0077210125,0.8501082,0.0011701989,0.016131265,0.0005078334,0.052779682],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963852,0.00027424918,0.00057074433,0.00042136057,0.0015684621,0.0007799606],"domain_scores_gemma":[0.99357975,0.0036670335,0.00027722988,0.00074293633,0.0004042888,0.0013287766],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004291003,0.00025586353,0.0006672994,0.00009874313,0.00015113765,0.000033102482,0.00019944325,0.00027400034,0.00019433394],"category_scores_gemma":[0.013520871,0.00012943441,0.000090090616,0.00014207467,0.00022657934,0.000040766186,0.00011575058,0.0006265772,0.000062450235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00502474,0.000047900452,0.00003547865,0.00054949394,0.00017439929,0.000021345413,0.000880487,5.7758996e-7,0.00016015985,0.000011774607,0.9877563,0.0053373277],"study_design_scores_gemma":[0.002409351,0.0024029056,0.0016668619,0.0021109357,0.00022619445,0.0000014433313,0.00028012457,0.00004571692,0.00016088119,0.000057977955,0.9904525,0.00018508678],"about_ca_topic_score_codex":0.010111686,"about_ca_topic_score_gemma":0.00035798005,"teacher_disagreement_score":0.4422229,"about_ca_system_score_codex":0.00022535266,"about_ca_system_score_gemma":0.0013697696,"threshold_uncertainty_score":0.99648005},"labels":[],"label_agreement":null},{"id":"W4395014891","doi":"10.1016/j.surge.2024.04.005","title":"Association between psoas major muscle mass and CPET performance and long-term survival following major colorectal surgery: A retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"The Surgeon","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Gambling Research Exchange Ontario; Royal Society; European Space Agency; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Medicine; Retrospective cohort study; Receiver operating characteristic; Cohort; Psoas Muscles; Body mass index; Area under the curve; Surgery; Internal medicine","score_opus":0.021786778990700258,"score_gpt":0.2992259887227515,"score_spread":0.2774392097320513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395014891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949676,0.00051096483,0.000010278615,0.0020179243,0.0008938423,0.0009395872,0.000022952765,0.00014748702,0.00048936973],"genre_scores_gemma":[0.99825954,0.00028054422,0.000013505254,0.00008280941,0.000352166,0.000057449295,0.000039910745,0.00003085896,0.00088323775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983587,0.00018588854,0.00031612336,0.00033775266,0.0004589587,0.00034252377],"domain_scores_gemma":[0.9988638,0.0007067902,0.00008516204,0.00015199852,0.00006497812,0.00012727361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003114705,0.00016231692,0.0005059885,0.0001431169,0.00030021928,0.00009631192,0.00004157893,0.000086791595,0.000057936144],"category_scores_gemma":[0.00014484714,0.00012532523,0.00009002762,0.00030494705,0.000040213537,0.00013693245,0.000045226843,0.0003645066,0.000015454545],"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":[0.000066948116,0.0000441232,0.9965087,0.00022711104,0.00035469158,0.000057137546,0.00052179454,2.854928e-8,0.00012932444,0.000012779963,0.00043819755,0.0016391246],"study_design_scores_gemma":[0.0007191084,0.00014852443,0.99758035,0.0002904878,0.00048055415,0.000008901418,0.00019114118,0.00007913864,0.00007744979,0.000056035144,0.00023693153,0.0001313862],"about_ca_topic_score_codex":0.00016739422,"about_ca_topic_score_gemma":0.00010638157,"teacher_disagreement_score":0.0032919252,"about_ca_system_score_codex":0.00030163542,"about_ca_system_score_gemma":0.00007280153,"threshold_uncertainty_score":0.51106143},"labels":[],"label_agreement":null},{"id":"W4404259128","doi":"10.1016/j.surge.2024.11.005","title":"“We are very family like”: How do relationships with colleagues affect career satisfaction for surgeons?","year":2024,"lang":"en","type":"article","venue":"The Surgeon","topic":"Healthcare professionals’ stress and burnout","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":"SickKids Foundation; Hospital for Sick Children; University of Toronto; York University","funders":"","keywords":"Affect (linguistics); Psychology; Job satisfaction; Social psychology; Applied psychology; Communication","score_opus":0.11984109348624294,"score_gpt":0.38211185621257426,"score_spread":0.2622707627263313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404259128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92622536,0.018032556,0.0007293392,0.04343586,0.0061106463,0.003268656,0.00053258124,0.00056582,0.0010992032],"genre_scores_gemma":[0.9871825,0.0012710437,0.00009779573,0.0004887187,0.0005489326,0.000945724,0.00009214035,0.00008097937,0.00929217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961849,0.0016791588,0.0004430613,0.00046737157,0.00048177523,0.00074372016],"domain_scores_gemma":[0.9909983,0.007769087,0.00023351662,0.0004950305,0.00031945074,0.00018458319],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002723231,0.00028918998,0.00043047738,0.00020132886,0.0023819886,0.00007707757,0.0001571225,0.00037092,0.000116235155],"category_scores_gemma":[0.00042654458,0.00016714615,0.00017189006,0.0005193334,0.000086447326,0.00025388235,0.0000775147,0.0013595136,0.0001610602],"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":[0.0006549313,0.000042679578,0.7302885,0.0024724256,0.00021130314,0.000035231536,0.007831426,0.000026151682,0.00013277539,0.004236748,0.22253393,0.03153389],"study_design_scores_gemma":[0.00083685113,0.00017713112,0.754228,0.015116673,0.00016706975,0.00000850554,0.0354301,0.0005463252,0.000035656958,0.002391617,0.19052455,0.0005375466],"about_ca_topic_score_codex":0.0015316976,"about_ca_topic_score_gemma":0.006522694,"teacher_disagreement_score":0.06095716,"about_ca_system_score_codex":0.00025084775,"about_ca_system_score_gemma":0.00083204516,"threshold_uncertainty_score":0.99891675},"labels":[],"label_agreement":null},{"id":"W4414491259","doi":"10.1016/j.surge.2025.09.006","title":"A systematic review of surgeon-anesthesiologist relationship in the operating room","year":2025,"lang":"en","type":"article","venue":"The Surgeon","topic":"Patient Safety and Medication Errors","field":"Health Professions","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":"University of Alberta","funders":"","keywords":"Patient safety; MEDLINE; Systematic review; Current (fluid); Key (lock)","score_opus":0.08070200705829074,"score_gpt":0.41586176384006107,"score_spread":0.33515975678177035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414491259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5249596,0.10713429,0.0015898687,0.23680615,0.002641055,0.023356399,0.00004074114,0.00026500755,0.10320684],"genre_scores_gemma":[0.9894645,0.0016109617,0.000013351509,0.0066976417,0.0000151785,0.00055432983,0.000023655202,0.0000049411756,0.0016154429],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943034,0.004132057,0.0010285812,0.000115158706,0.00021235856,0.00020842675],"domain_scores_gemma":[0.99126023,0.0075509474,0.00048461062,0.0005843938,0.000099418445,0.000020387773],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009411802,0.000087673514,0.00039992767,0.00007244745,0.00044349526,8.8366426e-7,0.0003364225,0.00008213433,0.00007422205],"category_scores_gemma":[0.010118732,0.0000419623,0.00007887434,0.00061745895,0.00006152667,0.000040125593,0.000041790594,0.00044085493,0.00006875068],"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":[0.000030468756,0.00013366225,0.3673157,0.53841573,0.00005425188,0.000004149442,0.010653806,0.0000887119,0.000011492076,0.06959793,0.013581094,0.00011302671],"study_design_scores_gemma":[0.0004518049,0.000032257994,0.4103451,0.57026947,0.0002447686,0.0000030980248,0.01069062,0.00024632408,0.000007397143,0.0020080898,0.0055407924,0.00016027529],"about_ca_topic_score_codex":0.00023377145,"about_ca_topic_score_gemma":0.000109332264,"teacher_disagreement_score":0.46450484,"about_ca_system_score_codex":0.000047191523,"about_ca_system_score_gemma":0.00025414754,"threshold_uncertainty_score":0.99821943},"labels":[],"label_agreement":null}]}