{"meta":{"query_hash":"f0712bed85c4","filters":{"venue":"European Orthopaedics and Traumatology"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/f0712bed85c4","api":"https://metacan.xera.ac/api/v1/cohort?venue=European+Orthopaedics+and+Traumatology"},"results":[{"id":"W1986175059","doi":"10.1007/s12570-015-0295-1","title":"Is internal fixation using a reversed condylar locking plate useful for treating Vancouver type B1 periprosthetic femoral fractures?","year":2015,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":4,"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":"Medicine; Periprosthetic; Surgery; Internal fixation; Condyle; Orthopedic surgery; Fixation (population genetics); Radiography; Blood loss; Bone healing; Femur; Complication; Dentistry; Arthroplasty; Population","score_opus":0.06156676772276612,"score_gpt":0.31331380746313475,"score_spread":0.2517470397403686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986175059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85084677,0.088142246,0.0057470556,0.02748669,0.0034568782,0.00008336341,0.00032752202,0.00022520575,0.023684269],"genre_scores_gemma":[0.966865,0.019794196,0.0034891719,0.004588818,0.0034095969,0.000025840203,0.0002035345,0.000034862842,0.001588971],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99928576,0.00009018344,0.00015803479,0.000112318405,0.00021998052,0.00013368591],"domain_scores_gemma":[0.99807966,0.00083882606,0.00057699473,0.00012001353,0.00024427928,0.00014026761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009470251,0.0009103015,0.00078527967,0.0012452186,0.0005958288,0.0009958223,0.0011450306,0.0039095,0.0030516058],"category_scores_gemma":[0.005588801,0.0004411955,0.00093493634,0.0012778279,0.0015115421,0.0014173372,0.00024793632,0.0011495715,0.0011934487],"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":[0.0057255416,0.0010252524,0.18661875,0.0016506222,0.00047171974,0.033729393,0.00034930857,0.00078133657,0.024651458,0.0007036933,0.0072211814,0.73707175],"study_design_scores_gemma":[0.0020629151,0.013610217,0.42181313,0.003086424,0.0022847252,0.4989564,0.0035386938,0.0034110942,0.01531333,0.0047934586,0.030705046,0.0004245268],"about_ca_topic_score_codex":0.00232406,"about_ca_topic_score_gemma":0.0069945226,"teacher_disagreement_score":0.0039095,"about_ca_system_score_codex":0.00050680956,"about_ca_system_score_gemma":0.0010424341,"threshold_uncertainty_score":0.010208666},"labels":[],"label_agreement":null},{"id":"W2010495691","doi":"10.1007/s12570-012-0148-0","title":"Periprosthetic fractures of the proximal femur—Vancouver A type fracture","year":2012,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","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":"Periprosthetic; Medicine; Greater trochanter; Surgery; Trochanter; Femur; Context (archaeology); Orthopedic surgery; Osteolysis; Fixation (population genetics); Arthroplasty; Osteoporosis; Femoral neck; Internal medicine; Population; Geology","score_opus":0.012698688774851762,"score_gpt":0.25083518031829594,"score_spread":0.23813649154344418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010495691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577505,0.0042119785,0.0022812795,0.0017626261,0.00016429966,0.00011968659,0.0010049167,0.000090907,0.032613818],"genre_scores_gemma":[0.99556124,0.00059154915,0.00046599083,0.00020921588,0.00014485259,0.000008562942,0.00014237572,0.000008307588,0.0028679008],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99938333,0.000051903513,0.00008304067,0.00006508694,0.00024798245,0.0001686058],"domain_scores_gemma":[0.9994542,0.00008649421,0.00009536239,0.000044184086,0.0001395426,0.00018033975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001843388,0.0006736889,0.00044858406,0.0017069775,0.0018592151,0.000798567,0.0011196529,0.003158884,0.0040565487],"category_scores_gemma":[0.0024418114,0.0006449786,0.0004971585,0.0020207826,0.000987155,0.00043691063,0.00059043546,0.0011778582,0.0012306214],"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":[0.0010390847,0.00025721383,0.14496821,0.00022977695,0.0001432165,0.8094443,0.00021589106,0.0007617517,0.008180299,0.000724377,0.003687422,0.030348442],"study_design_scores_gemma":[0.000036945592,0.00015795708,0.08129968,0.00002315032,0.000038073245,0.9150998,0.0002339297,0.00050195574,0.00084512745,0.0005280765,0.0012073097,0.000027939264],"about_ca_topic_score_codex":0.039012544,"about_ca_topic_score_gemma":0.06308347,"teacher_disagreement_score":0.039012544,"about_ca_system_score_codex":0.001027919,"about_ca_system_score_gemma":0.0014360626,"threshold_uncertainty_score":0.077570975},"labels":[],"label_agreement":null},{"id":"W2015429783","doi":"10.1007/s12570-012-0134-6","title":"Surgical treatment in tibial plafond fractures—our experience","year":2012,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Bone fractures and treatments","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":"Adidas (Canada)","funders":"","keywords":"Medicine; Ankle; Intervention (counseling); Surgery; Sports medicine; Physical therapy; Nursing","score_opus":0.02634994045448894,"score_gpt":0.3140549760522561,"score_spread":0.2877050355977671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015429783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979677,0.006068423,0.003324765,0.0017278403,0.00041878468,0.000100418496,0.00026014875,0.00006281428,0.0083598485],"genre_scores_gemma":[0.9914609,0.0027447299,0.0016283448,0.00067238224,0.0005717293,0.000034839508,0.00022844246,0.000041406176,0.0026172441],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9991425,0.0001224775,0.0001269346,0.00012600627,0.00018394452,0.00029813751],"domain_scores_gemma":[0.9990031,0.00021483783,0.00017043893,0.00009575413,0.00007727769,0.0004386655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042648058,0.0014641596,0.00064213725,0.0016952504,0.00304613,0.0012566437,0.0016583604,0.0032774282,0.0044963174],"category_scores_gemma":[0.0025908118,0.0006746726,0.0017216424,0.0014791841,0.0017581425,0.0008461068,0.0013548016,0.0014923094,0.0011009864],"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":[0.0017255658,0.004571564,0.20963871,0.00069969415,0.0004637265,0.6339107,0.0058627985,0.0029086468,0.018130222,0.0014254687,0.004802756,0.115860134],"study_design_scores_gemma":[0.00015005663,0.0018038087,0.08921883,0.00012484177,0.00013613544,0.89330924,0.0025486879,0.00096707576,0.003665986,0.0008935038,0.007013081,0.00016866752],"about_ca_topic_score_codex":0.0015519563,"about_ca_topic_score_gemma":0.003603298,"teacher_disagreement_score":0.0044963174,"about_ca_system_score_codex":0.0009295301,"about_ca_system_score_gemma":0.0009976081,"threshold_uncertainty_score":0.015041649},"labels":[],"label_agreement":null},{"id":"W2066292168","doi":"10.1007/s12570-012-0119-5","title":"Vancouver type B 2 fractures: best choice of treatment","year":2012,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Bone fractures and treatments","field":"Medicine","cited_by":1,"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":"Medicine; Orthopedic surgery; Sports medicine; Randomized controlled trial; Surgery; Physical therapy","score_opus":0.03166066381803226,"score_gpt":0.3043757850639328,"score_spread":0.2727151212459006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066292168","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11649825,0.41400892,0.11320919,0.18941806,0.010388129,0.0006992612,0.0028748284,0.0017430864,0.1511603],"genre_scores_gemma":[0.6931786,0.15619041,0.06918438,0.025003176,0.018389998,0.00057711324,0.002196244,0.0008811729,0.03439891],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99895084,0.0001864183,0.00016570208,0.00019002183,0.00031215406,0.00019492808],"domain_scores_gemma":[0.9992736,0.0001774923,0.00014393407,0.000033304746,0.00015695117,0.00021474215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00098292,0.0015893627,0.003938371,0.0042377603,0.0025453968,0.0022532053,0.0011424854,0.004822995,0.011214901],"category_scores_gemma":[0.003985784,0.00059396285,0.0016560063,0.0016042993,0.00073262624,0.001804322,0.0012153799,0.0037206374,0.0033411041],"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":[0.0023674732,0.0010230527,0.059514213,0.002599547,0.00058724615,0.038871247,0.00034282554,0.0093381135,0.006300511,0.009859492,0.14600985,0.72318643],"study_design_scores_gemma":[0.0020953051,0.0024712177,0.1135682,0.018543975,0.0014755761,0.4419113,0.0043897144,0.017288214,0.0100786835,0.12464552,0.2624109,0.0011212997],"about_ca_topic_score_codex":0.0023790414,"about_ca_topic_score_gemma":0.00694203,"teacher_disagreement_score":0.011214901,"about_ca_system_score_codex":0.0012722373,"about_ca_system_score_gemma":0.0033133342,"threshold_uncertainty_score":0.037517607},"labels":[],"label_agreement":null},{"id":"W2091294120","doi":"10.1007/s12570-014-0269-8","title":"Modular revision stems: how can they help us in the management of Vancouver B2 and B3 periprosthetic fractures?","year":2014,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"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":"Periprosthetic; Medicine; Surgery; Radiological weapon; Orthopedic surgery; Harris Hip Score; Arthroplasty; Subsidence","score_opus":0.010146485911489223,"score_gpt":0.23108821646369523,"score_spread":0.220941730552206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091294120","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.195966,0.5604156,0.015854357,0.19622049,0.012104379,0.00011898646,0.00036973212,0.00062388694,0.018326553],"genre_scores_gemma":[0.65732676,0.23113526,0.034942195,0.045208752,0.025525827,0.00009262651,0.0003894797,0.00020361233,0.005175511],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845815,0.00032405992,0.00025248234,0.00014748471,0.0006394901,0.0001783131],"domain_scores_gemma":[0.9898566,0.0044298363,0.0018080204,0.0004989332,0.00218988,0.0012167728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037834533,0.0011682493,0.0014642933,0.0012653051,0.00084872387,0.0038339456,0.0012006183,0.0052881246,0.004776138],"category_scores_gemma":[0.02183875,0.00050985196,0.0014144874,0.0008906298,0.0018754356,0.0057459106,0.00082955515,0.004381554,0.0018826759],"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":[0.0011769624,0.00041380327,0.066366486,0.0014397434,0.00030546484,0.0061785122,0.00067757705,0.0008122329,0.0036463563,0.0032739511,0.037164383,0.87854457],"study_design_scores_gemma":[0.0023773503,0.011664704,0.29082236,0.017868508,0.0030911409,0.25171486,0.011806761,0.011872733,0.0082346415,0.049189862,0.3400431,0.001313953],"about_ca_topic_score_codex":0.0017570583,"about_ca_topic_score_gemma":0.0070049367,"teacher_disagreement_score":0.0052881246,"about_ca_system_score_codex":0.0006901043,"about_ca_system_score_gemma":0.0015773665,"threshold_uncertainty_score":0.02000904},"labels":[],"label_agreement":null},{"id":"W2107772297","doi":"10.1007/s12570-012-0127-5","title":"Treatment of Vancouver B1 fractures—contemporary principles for the use of locking plates","year":2012,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":4,"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":"Periprosthetic; Medicine; Orthopedic surgery; Surgery; Fixation (population genetics); Sports medicine; Femur; Lesser Trochanter; Greater trochanter; Reduction (mathematics); Arthroplasty; Physical therapy; Population","score_opus":0.12513504383181312,"score_gpt":0.2979169388173131,"score_spread":0.1727818949855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107772297","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11538373,0.21575226,0.56792486,0.024917396,0.0028197328,0.00047735978,0.00023050206,0.0011504425,0.07134371],"genre_scores_gemma":[0.6272416,0.08822751,0.26106834,0.00520543,0.002637648,0.0004460103,0.0001873324,0.000330936,0.014655249],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984193,0.00021242422,0.00018323222,0.000112724294,0.00096903177,0.00010330509],"domain_scores_gemma":[0.99924564,0.00018832624,0.00017873426,0.00008171899,0.00018379987,0.00012181691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018695624,0.0006006262,0.0004383422,0.0018404602,0.0010762244,0.0020775255,0.0017258815,0.001751858,0.00090253097],"category_scores_gemma":[0.002359856,0.00028098037,0.00066908007,0.0012711314,0.0025472208,0.0007734508,0.00100674,0.0029224814,0.00049397827],"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":[0.0003234704,0.00024464866,0.0073491884,0.0011518749,0.00012230339,0.0017599885,0.0004485262,0.006453587,0.014166324,0.014964046,0.009419902,0.9435962],"study_design_scores_gemma":[0.00065331423,0.004285477,0.09890797,0.005588415,0.00054735714,0.2732634,0.0022263888,0.029458333,0.028979344,0.09703262,0.458292,0.0007653843],"about_ca_topic_score_codex":0.0039335275,"about_ca_topic_score_gemma":0.008382764,"teacher_disagreement_score":0.0039335275,"about_ca_system_score_codex":0.00095420337,"about_ca_system_score_gemma":0.0029303366,"threshold_uncertainty_score":0.009887278},"labels":[],"label_agreement":null},{"id":"W2162543662","doi":"10.1007/s12570-012-0100-3","title":"The validation of the visual analogue scale for patient satisfaction after total hip arthroplasty","year":2012,"lang":"en","type":"article","venue":"European Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":253,"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":"Visual analogue scale; Physical therapy; Patient satisfaction; Medicine; Reliability (semiconductor); Construct validity; Validity; Arthroplasty; Test (biology); Sports medicine; Criterion validity; Physical medicine and rehabilitation; Surgery; Psychometrics; Clinical psychology","score_opus":0.01111672108557702,"score_gpt":0.24346282851543027,"score_spread":0.23234610742985326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162543662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859175,0.0010131509,0.007426794,0.00012446249,0.000114092036,0.00038946993,0.00050466304,0.000029388655,0.00448044],"genre_scores_gemma":[0.9971716,0.00010407192,0.001986592,0.000044446806,0.000029589071,0.00016073522,0.00030879426,0.000005954595,0.00018821443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911738,0.0054842313,0.00088430085,0.00031544673,0.001964018,0.00017828726],"domain_scores_gemma":[0.98216414,0.010265728,0.0028602807,0.00083533867,0.003535416,0.0003391364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00850541,0.00028541315,0.0002896509,0.0007160072,0.00020702225,0.000518578,0.00046719617,0.00045657717,0.0020649345],"category_scores_gemma":[0.024396023,0.00013504774,0.00053026585,0.0006201285,0.00055707933,0.00052058377,0.0005684204,0.0004356644,0.00046867842],"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":[0.0014376064,0.0004435083,0.92576504,0.00018248062,0.0002205339,0.000056351535,0.0005577893,0.00039957833,0.0022273115,0.00024937268,0.00083770027,0.06762268],"study_design_scores_gemma":[0.0001337656,0.0029873694,0.9910204,0.00007285726,0.000064098975,0.00061717414,0.00031966766,0.0019462492,0.0012352891,0.00015421704,0.0014264295,0.000022553299],"about_ca_topic_score_codex":0.00034912975,"about_ca_topic_score_gemma":0.00027142258,"teacher_disagreement_score":0.00850541,"about_ca_system_score_codex":0.00021887514,"about_ca_system_score_gemma":0.0003374141,"threshold_uncertainty_score":0.04498142},"labels":[],"label_agreement":null}]}