{"meta":{"query_hash":"3d68a9241d41","filters":{"venue":"Sports Orthopaedics and Traumatology"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/3d68a9241d41","api":"https://metacan.xera.ac/api/v1/cohort?venue=Sports+Orthopaedics+and+Traumatology"},"results":[{"id":"W2010683033","doi":"10.1078/0949-328x-00132","title":"Aktuelle Aspekte der Laufschuhentwicklung aus Sicht der Firmen","year":2003,"lang":"de","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","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":"Political science","score_opus":0.006820996438460876,"score_gpt":0.19433629651758436,"score_spread":0.18751530007912348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010683033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81458086,0.114579506,0.0009916065,0.0003529694,0.011893359,0.0008599344,0.00003543106,0.0004326209,0.0562737],"genre_scores_gemma":[0.99061716,0.005061888,0.0003308651,0.00018748353,0.00036652028,0.000036056234,0.000057399753,0.00015666963,0.0031859393],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962961,0.00013335871,0.0010815471,0.0008380083,0.00039802722,0.00125298],"domain_scores_gemma":[0.9984072,0.00012900324,0.00025080025,0.00063457264,0.000079812555,0.00049865205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005971886,0.00074446853,0.0011175221,0.00033725568,0.0003404426,0.00013285915,0.0002052344,0.00076660136,0.0012378278],"category_scores_gemma":[0.00004017473,0.0007220478,0.00029037677,0.0002619918,0.00024983895,0.00017934563,0.000048670354,0.00076635194,0.0002547618],"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":[0.0002500886,0.001112926,0.7080156,0.009813857,0.00969266,0.011389248,0.0071056373,0.013657175,0.00021891309,0.1288817,0.0432394,0.0666228],"study_design_scores_gemma":[0.002870364,0.000187207,0.023642901,0.0005297766,0.0012336122,0.0019930191,0.00046492607,0.002389493,0.0016811867,0.0023819855,0.96086586,0.0017596601],"about_ca_topic_score_codex":0.00014894416,"about_ca_topic_score_gemma":0.000099443074,"teacher_disagreement_score":0.91762644,"about_ca_system_score_codex":0.00005883787,"about_ca_system_score_gemma":0.00014263156,"threshold_uncertainty_score":0.99967515},"labels":[],"label_agreement":null},{"id":"W2048930882","doi":"10.1016/j.orthtr.2007.11.001","title":"Clinical Applications of Computational Simulation of Foot and Ankle","year":2007,"lang":"en","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":36,"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":"Ankle; Computer science; Fascia; Stiffness; Finite element method; Soft tissue; Biomedical engineering; Biomechanics; Materials science; Plantar fascia; Joint (building); Foot (prosody); Structural engineering; Medicine; Engineering; Anatomy; Surgery; Composite material","score_opus":0.0203974174169273,"score_gpt":0.34807733339133295,"score_spread":0.32767991597440566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048930882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95250744,0.00022730663,0.04367505,0.00016301985,0.000055970875,0.0003187083,0.0000033747656,0.000011528747,0.0030375905],"genre_scores_gemma":[0.9955548,0.000090135116,0.0041785967,0.00007231548,0.000023573084,0.0000040377404,0.000035590536,0.000005522176,0.000035446923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914885,0.000008168549,0.0004737958,0.0001406286,0.00013698298,0.00009158849],"domain_scores_gemma":[0.999436,0.00014774795,0.00016465562,0.00009135163,0.0000894784,0.00007076019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684706,0.000060097715,0.00026675884,0.00011152455,0.000020429758,0.000001660979,0.000018479315,0.00006405677,0.0000240735],"category_scores_gemma":[0.000014340773,0.00005517047,0.00004379115,0.000090942354,0.0002135244,0.000019733063,0.000024160192,0.00005924151,2.1455817e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057990183,0.0001980904,0.8305118,0.00015815756,0.000051954856,0.0000070907117,0.0000492227,0.00008897381,0.000002728682,0.021790827,0.00002456004,0.1470586],"study_design_scores_gemma":[0.0011338168,0.00020337269,0.9865551,0.000024824792,0.00012449441,0.000018452562,0.0001179787,0.0021850546,0.000011439502,0.0039295587,0.0056462605,0.00004967568],"about_ca_topic_score_codex":0.000006237836,"about_ca_topic_score_gemma":0.000008407958,"teacher_disagreement_score":0.15604328,"about_ca_system_score_codex":0.0000026560385,"about_ca_system_score_gemma":0.000028491217,"threshold_uncertainty_score":0.22497866},"labels":[],"label_agreement":null},{"id":"W2054843687","doi":"10.1016/j.orthtr.2009.10.001","title":"The biomechanics of muscle contraction: optimizing sport performance","year":2009,"lang":"en","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Biomechanics; Contraction (grammar); Physical medicine and rehabilitation; Muscle contraction; Medicine; Anatomy; Internal medicine","score_opus":0.005969019238885404,"score_gpt":0.19646703974553514,"score_spread":0.19049802050664974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054843687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948636,0.001518442,0.00049718446,0.000256813,0.00028113954,0.00008817094,0.0000011034531,0.00009520601,0.0023983007],"genre_scores_gemma":[0.99269354,0.007019727,0.00018945275,0.000047995527,0.000023617305,0.00000473931,0.0000032301878,0.000007843215,0.000009851985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993389,0.0000032347534,0.00024950207,0.00010223092,0.00010118595,0.00020494265],"domain_scores_gemma":[0.9997171,0.000017791719,0.0000625272,0.00012243506,0.000038871138,0.000041284125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013310861,0.00010374936,0.00018668648,0.000076820135,0.00015392288,0.000009509938,0.00005302915,0.000061013434,0.000006578683],"category_scores_gemma":[0.0000038107037,0.00008067048,0.000051546347,0.0001727433,0.000063438725,0.000072928975,0.0000059021445,0.00011709526,1.5503784e-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":[0.000022674181,0.000033249482,0.01669086,0.000047804897,0.00006855099,0.000012605049,0.00019154354,0.00015897992,0.00062047533,0.011424465,0.00024182214,0.97048694],"study_design_scores_gemma":[0.00078500324,0.00019438374,0.92477864,0.000046624744,0.00005619661,0.00018925253,0.00045569474,0.010886041,0.0030311272,0.001109874,0.05811903,0.00034814398],"about_ca_topic_score_codex":0.0000025927577,"about_ca_topic_score_gemma":0.000004207239,"teacher_disagreement_score":0.97013885,"about_ca_system_score_codex":0.0000056028903,"about_ca_system_score_gemma":0.000008909808,"threshold_uncertainty_score":0.32896465},"labels":[],"label_agreement":null},{"id":"W2944537274","doi":"10.1016/j.orthtr.2019.04.050","title":"2018 International Olympic Committee consensus statement","year":2019,"lang":"en","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"International Olympic Committee","keywords":"Medicine; Traumatology; Sports medicine; Consensus conference; Physical therapy; General surgery; Family medicine; Orthopedic surgery; Surgery","score_opus":0.008005007328562514,"score_gpt":0.26003185920053007,"score_spread":0.25202685187196755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944537274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97981477,0.00030208705,0.00006480912,0.0032215992,0.001454888,0.0002715932,0.000014348568,0.00010224896,0.014753639],"genre_scores_gemma":[0.9957622,0.0006441087,0.0014352971,0.00055454584,0.00006365765,0.000008635105,0.000038729304,0.000014050049,0.0014787439],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900126,0.000011631375,0.00041659633,0.00022558517,0.00016795333,0.00017699553],"domain_scores_gemma":[0.9994788,0.000023579878,0.00014113126,0.00017994737,0.00007087675,0.00010562903],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016975075,0.00011955343,0.000330674,0.00014561773,0.00004426052,0.000010847578,0.000041962947,0.0001165077,0.001013414],"category_scores_gemma":[0.000008249486,0.000098279415,0.00008246861,0.00005160144,0.0001964621,0.000026306687,0.00003573129,0.00015305926,0.000022189324],"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":[0.00011205365,0.00006649908,0.94951016,0.000075783624,0.00009201661,0.00013707482,0.00007013072,2.3792684e-7,0.000060681454,0.009418465,0.0052514444,0.035205442],"study_design_scores_gemma":[0.0036752645,0.00057769206,0.3110564,0.00017855047,0.000117920186,0.0080641,0.000887769,0.00020851781,0.0008513643,0.0033607718,0.67066,0.00036163232],"about_ca_topic_score_codex":0.000030616367,"about_ca_topic_score_gemma":0.000008543249,"teacher_disagreement_score":0.66540855,"about_ca_system_score_codex":0.000019567227,"about_ca_system_score_gemma":0.00006026228,"threshold_uncertainty_score":0.9998998},"labels":[],"label_agreement":null},{"id":"W4367836368","doi":"10.1016/j.orthtr.2023.04.005","title":"Higher hazard of concussion combined with recurrent concussion in female youth ice hockey compared with males: An opportunity for concussion prevention","year":2023,"lang":"en","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Traumatic Brain Injury Research","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 Alberta; BC Children's Hospital; University of British Columbia; Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Concussion; Ice hockey; Medicine; Hazard ratio; League; Physical therapy; Proportional hazards model; Injury prevention; Poison control; Demography; Physical medicine and rehabilitation; Internal medicine; Medical emergency; Confidence interval","score_opus":0.09441039085520207,"score_gpt":0.34662760447022994,"score_spread":0.25221721361502786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367836368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591565,0.000103847684,0.00025270417,0.0008312218,0.00018292847,0.0020286723,0.00009186019,0.00012891172,0.00046421023],"genre_scores_gemma":[0.9971447,0.00014030254,0.0008169353,0.000071451876,0.00003558497,0.00013637665,0.0012283858,0.00006009453,0.00036614403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997165,0.00019438789,0.0008335312,0.0006354061,0.00061194977,0.00055972737],"domain_scores_gemma":[0.9981628,0.00018143278,0.00041407807,0.0004729413,0.0002688741,0.0004998865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010162988,0.0003337495,0.0010523457,0.00047079002,0.00013561865,0.000017589166,0.00012564307,0.00026922894,0.00012943805],"category_scores_gemma":[0.000072104085,0.00021515206,0.00009644481,0.00059223775,0.0005159645,0.00015857659,0.00006265623,0.0003929517,0.0000021043247],"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":[0.022314172,0.0011249533,0.9404594,0.0016886536,0.0001575997,0.00048110902,0.003753466,0.000015128295,0.00020378611,0.002380299,0.00032755968,0.027093878],"study_design_scores_gemma":[0.022115476,0.010012734,0.9517408,0.0026243136,0.00025466664,0.00027258112,0.0088249445,0.0018106,0.00043959098,0.00051527465,0.00092876184,0.00046024486],"about_ca_topic_score_codex":0.00005932926,"about_ca_topic_score_gemma":0.00028240567,"teacher_disagreement_score":0.026633631,"about_ca_system_score_codex":0.000044584838,"about_ca_system_score_gemma":0.00048769038,"threshold_uncertainty_score":0.87736464},"labels":[],"label_agreement":null},{"id":"W4404780404","doi":"10.1016/j.orthtr.2024.09.001","title":"Does time of the day affect the outcome of clinical tests to screen knee injury risk?","year":2024,"lang":"en","type":"article","venue":"Sports Orthopaedics and Traumatology","topic":"Sport Psychology and Performance","field":"Psychology","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":"Children's Hospital of Eastern Ontario","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Affect (linguistics); Medicine; Outcome (game theory); Intensive care medicine; Physical therapy; Physical medicine and rehabilitation; Psychology; Economics","score_opus":0.02498166612235918,"score_gpt":0.3810194827992166,"score_spread":0.3560378166768574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404780404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98745996,0.00078242033,0.000042559877,0.0014696048,0.0046357308,0.0004132354,0.00012739192,0.000048341084,0.0050207344],"genre_scores_gemma":[0.997423,0.00013265989,0.0000500614,0.00051979476,0.00017437841,0.000023291293,0.000008462901,0.000024867495,0.0016435194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767613,0.00029984568,0.001048038,0.0004677361,0.00019216283,0.0003160843],"domain_scores_gemma":[0.9979594,0.00075684465,0.0003419899,0.0007929252,0.000049446044,0.0000993946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003036903,0.00020590244,0.00062514516,0.00012572756,0.00010853684,0.000007853074,0.00032886426,0.00035007758,0.0011856038],"category_scores_gemma":[0.00014944686,0.00009121014,0.0003020147,0.00036429337,0.0007852416,0.000042779197,0.0001051319,0.0006569666,0.000076850796],"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":[0.00016397807,0.000092810944,0.9350218,0.000038013663,0.00016117688,0.000044997738,0.0008372315,9.2436676e-7,0.000003344355,0.00518916,0.00400191,0.054444656],"study_design_scores_gemma":[0.00030012825,0.00022820795,0.9585049,0.000057146975,0.00013416832,0.000091593494,0.00009157939,0.00002459003,0.000015865371,0.00061972585,0.039814346,0.00011772901],"about_ca_topic_score_codex":0.00015656363,"about_ca_topic_score_gemma":0.00014502565,"teacher_disagreement_score":0.05432693,"about_ca_system_score_codex":0.0000030900962,"about_ca_system_score_gemma":0.00005049047,"threshold_uncertainty_score":0.9997274},"labels":[],"label_agreement":null}]}