{"meta":{"query_hash":"43a1fe493da9","filters":{"venue":"MUSCULOSKELETAL SURGERY"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/43a1fe493da9","api":"https://metacan.xera.ac/api/v1/cohort?venue=MUSCULOSKELETAL+SURGERY"},"results":[{"id":"W2008910557","doi":"10.1007/s12306-011-0167-y","title":"Aseptic loosening of total hip replacement presenting as an anterior thigh mass","year":2011,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Osteolysis; Surgery; Implant; Foreign body granuloma; Orthopedic surgery; Thigh; Anterior compartment of thigh; Arthroplasty; Foreign body; Implant failure","score_opus":0.02891539180965541,"score_gpt":0.2757408834686941,"score_spread":0.24682549165903866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008910557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914032,0.000111544,0.000092668684,0.00005469915,0.00068251207,0.0002688595,0.000009452176,0.00009604111,0.007280986],"genre_scores_gemma":[0.9975705,0.00003277936,0.0006776312,0.000098667326,0.0002866825,0.00001426072,0.000032965534,0.00004080006,0.0012457218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980213,0.00009699797,0.0005977872,0.00037918575,0.00043326346,0.00047144436],"domain_scores_gemma":[0.9988875,0.000116799536,0.00023474338,0.000430855,0.00007504998,0.0002550646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005993123,0.00022428506,0.00052700384,0.00018200933,0.00009662379,0.000015293343,0.00005597206,0.000096349206,0.0027985896],"category_scores_gemma":[0.00020304715,0.00018513783,0.0003667077,0.00015915111,0.00012987971,0.00022557688,0.00007127461,0.00018598755,0.00010277281],"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":[0.0015110136,0.0014479206,0.79977334,0.0016005546,0.0005971389,0.001799765,0.002701554,0.0000019975898,0.057866834,0.00021461803,0.001445698,0.13103954],"study_design_scores_gemma":[0.0025767037,0.0021290386,0.95746344,0.0013538115,0.00048728136,0.0016538455,0.0019219011,0.00048698415,0.027607337,0.00012261409,0.0031839563,0.0010130657],"about_ca_topic_score_codex":0.0001973752,"about_ca_topic_score_gemma":0.0000033370513,"teacher_disagreement_score":0.15769011,"about_ca_system_score_codex":0.000022927843,"about_ca_system_score_gemma":0.00009832389,"threshold_uncertainty_score":0.998113},"labels":[],"label_agreement":null},{"id":"W2055399273","doi":"10.1007/s12306-012-0206-3","title":"A comparison of intramedullary nailing and plate-screw fixation in the treatment for ipsilateral fracture of the hip and femoral shaft","year":2012,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Bone fractures and treatments","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":"McMaster University","funders":"","keywords":"Intramedullary rod; Medicine; Nonunion; Surgery; Fixation (population genetics); Orthopedic surgery; Femoral shaft; Internal fixation; Implant; Population","score_opus":0.03860322495708101,"score_gpt":0.33742253736230216,"score_spread":0.29881931240522114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055399273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552834,0.0029139956,0.00001812031,0.0008323307,0.00010589056,0.00055577693,0.000014036953,0.000004798077,0.000026738606],"genre_scores_gemma":[0.99941784,0.000095783784,0.00017068873,0.00012924595,0.00008029809,0.000031306972,0.00004314517,0.000010534439,0.000021146981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921346,0.000059591388,0.00027943563,0.00011588366,0.00014038799,0.0001912206],"domain_scores_gemma":[0.9992325,0.0003880896,0.00014897177,0.00015917554,0.000021607233,0.00004966372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023214631,0.00013573075,0.0003872199,0.000053521027,0.000057215406,0.0000073635515,0.000029210189,0.000093332674,0.000013280128],"category_scores_gemma":[0.00004966092,0.000066424385,0.00015846647,0.00008598904,0.00008025236,0.00007277033,0.000014038547,0.000097533855,2.5138098e-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":[0.00021740995,0.00053820165,0.9651709,0.00021510027,0.00009293461,0.0000016070258,0.0022582782,0.000007687885,0.00030773532,0.000018442119,0.0001409413,0.031030769],"study_design_scores_gemma":[0.0008812337,0.00022018405,0.9940323,0.0001179432,0.00016445604,0.000013823359,0.0003118463,0.00023727682,0.0023921467,0.000050003277,0.0015125155,0.00006623262],"about_ca_topic_score_codex":0.00016692592,"about_ca_topic_score_gemma":0.000026681211,"teacher_disagreement_score":0.030964537,"about_ca_system_score_codex":0.000028583825,"about_ca_system_score_gemma":0.000022556515,"threshold_uncertainty_score":0.27087077},"labels":[],"label_agreement":null},{"id":"W2523459359","doi":"10.1007/s12306-016-0425-0","title":"Rate of avascular necrosis and time to surgery in proximal humerus fractures","year":2016,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Shoulder Injury and Treatment","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":"Memorial University of Newfoundland","funders":"","keywords":"Avascular necrosis; Medicine; Orthopedic surgery; Radiography; Internal fixation; Surgery; Reduction (mathematics); Humerus; Presentation (obstetrics); Fixation (population genetics); Proximal humerus; Nonunion; Complication; Femoral head","score_opus":0.014832993311600835,"score_gpt":0.27865486737632617,"score_spread":0.26382187406472535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523459359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619675,0.0005380007,0.00001946523,0.0022852207,0.000101215446,0.00038124272,0.000016471942,0.000044318735,0.00041734643],"genre_scores_gemma":[0.9985188,0.00011536545,0.000083049796,0.00032187358,0.00007977366,0.000070673086,0.000016026797,0.000031070194,0.0007633185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844605,0.00012885265,0.0004627883,0.00037671687,0.00021708231,0.0003685347],"domain_scores_gemma":[0.9982481,0.0010548554,0.00008891562,0.0003398133,0.00005527042,0.00021303579],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007604544,0.00022588964,0.0007362999,0.00036547385,0.000035139394,0.000010143685,0.00003943899,0.000115475996,0.00093643327],"category_scores_gemma":[0.0005044917,0.00014384813,0.00037754743,0.00029504905,0.00010089415,0.000118909324,0.00005233284,0.00008273995,0.0001683247],"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":[0.00096408086,0.000766993,0.66944224,0.00043522913,0.00043309745,0.00034126762,0.00014751473,0.0000012331767,0.08508013,0.000025655623,0.009453792,0.23290879],"study_design_scores_gemma":[0.00064298976,0.00014729788,0.92562777,0.00040197384,0.00015735555,0.000024772635,0.000010475701,0.0000022094164,0.06583013,0.000112068534,0.006792785,0.00025016972],"about_ca_topic_score_codex":0.00013306277,"about_ca_topic_score_gemma":0.0000072367598,"teacher_disagreement_score":0.25618556,"about_ca_system_score_codex":0.000053766384,"about_ca_system_score_gemma":0.000098442106,"threshold_uncertainty_score":0.9999769},"labels":[],"label_agreement":null},{"id":"W2559246489","doi":"10.1007/s12306-016-0442-z","title":"Long-term functional outcomes and knee alignment of computer-assisted navigated total knee arthroplasty","year":2016,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Valgus; Orthopedic surgery; Range of motion; Total knee arthroplasty; Arthroplasty; Arc (geometry); Surgery; Physical therapy; Mathematics","score_opus":0.01685074008767996,"score_gpt":0.251982095874951,"score_spread":0.23513135578727107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559246489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952646,0.00022134796,0.0010640133,0.001138645,0.0015384456,0.00042223444,0.00005182933,0.00018392246,0.0001149514],"genre_scores_gemma":[0.99758327,0.00003619397,0.00032163574,0.00014874834,0.00021665625,0.000032854692,0.0000713766,0.000057409557,0.0015318424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725384,0.00012705143,0.0008143034,0.0005652604,0.00069233903,0.00054718764],"domain_scores_gemma":[0.99767655,0.0010626902,0.00026687494,0.0004809874,0.00014342616,0.00036945444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035220938,0.00042939483,0.0010087539,0.0002637916,0.0001208032,0.000021807173,0.00003600676,0.00017348716,0.00082860846],"category_scores_gemma":[0.0001961694,0.00028353365,0.0006166915,0.0002503799,0.00045086697,0.0002482959,0.00017844714,0.00018172359,0.00014195836],"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":[0.00021199598,0.00038885963,0.86290354,0.0002477729,0.00043224523,0.00011536233,0.00003639098,0.000001557561,0.00488827,0.000047539324,0.00073560997,0.12999089],"study_design_scores_gemma":[0.002914559,0.00036584266,0.9945508,0.00040556784,0.00013579839,0.00040166418,0.0000224768,0.000013816173,0.00047682025,0.000008649757,0.0003606611,0.0003433211],"about_ca_topic_score_codex":0.000026100679,"about_ca_topic_score_gemma":0.000016087146,"teacher_disagreement_score":0.13164732,"about_ca_system_score_codex":0.0001108253,"about_ca_system_score_gemma":0.00013004195,"threshold_uncertainty_score":0.9999617},"labels":[],"label_agreement":null},{"id":"W2897048525","doi":"10.1007/s12306-018-0565-5","title":"Grammont versus lateralizing reverse shoulder arthroplasty for proximal humerus fracture: functional and radiographic outcomes","year":2018,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Shoulder Injury and Treatment","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","funders":"","keywords":"Medicine; Notching; Radiography; Greater Tuberosity; Orthopedic surgery; Arthroplasty; Humerus; External rotation; Range of motion; Elbow; Scapula; Proximal humerus; Surgery; Orthodontics","score_opus":0.04489426219434834,"score_gpt":0.31798176096668823,"score_spread":0.2730874987723399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897048525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99333286,0.0005889956,0.00079780945,0.002381705,0.0018211046,0.00070218195,0.000024478006,0.00014426695,0.00020658218],"genre_scores_gemma":[0.99694264,0.00006943734,0.0007862071,0.00078544655,0.0006762061,0.00016622081,0.00015714999,0.000044827262,0.00037186898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983671,0.000045612076,0.00033743316,0.0004797845,0.00031199664,0.00045810197],"domain_scores_gemma":[0.99881905,0.00044425318,0.000096812066,0.0002903867,0.00012168227,0.0002277958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027525314,0.0003143214,0.00051318755,0.00023210388,0.00029317278,0.00003709958,0.000030003876,0.00016988069,0.0003109235],"category_scores_gemma":[0.00015057418,0.0002371991,0.0005571737,0.000214304,0.00027161697,0.00017640214,0.000032886426,0.00016969848,0.000020914556],"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":[0.0040494516,0.00057169184,0.9317243,0.00029555304,0.0015912083,0.000094529554,0.00016355823,0.0000017275833,0.00033592343,0.00026180915,0.021351745,0.03955852],"study_design_scores_gemma":[0.004169651,0.0009073983,0.9108167,0.000056062396,0.00084951316,0.00006789416,0.00008347738,0.00004296688,0.0008199337,0.00016233778,0.08163344,0.0003906247],"about_ca_topic_score_codex":0.00006388695,"about_ca_topic_score_gemma":0.000038022266,"teacher_disagreement_score":0.060281698,"about_ca_system_score_codex":0.000052290263,"about_ca_system_score_gemma":0.000072278104,"threshold_uncertainty_score":0.96726984},"labels":[],"label_agreement":null},{"id":"W3003229797","doi":"10.1007/s12306-020-00641-3","title":"Direct anterior approach and dual mobility cup: the “head-first” reduction technique: a technical note and early case series","year":2020,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Orthopaedic implants and arthroplasty","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":"McMaster University","funders":"","keywords":"Medicine; Traction (geology); Surgery; Reduction (mathematics); Prosthesis; Orthopedic surgery; Soft tissue; Mathematics","score_opus":0.019513787092085462,"score_gpt":0.2640105861198007,"score_spread":0.24449679902771526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003229797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944678,0.0006996755,0.00039467437,0.0028090167,0.00013427169,0.0007779472,0.000026716925,0.00020439933,0.00048549953],"genre_scores_gemma":[0.9982943,0.00030258775,0.00070302695,0.00012246956,0.0003689883,0.00011647485,0.0000097556,0.00002823983,0.000054147444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985199,0.0000994945,0.0003665697,0.0004822178,0.00022717887,0.00030466955],"domain_scores_gemma":[0.99920857,0.00015050666,0.00008617589,0.00025850968,0.000040025803,0.00025619555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000585295,0.0002366838,0.0004933355,0.000060299244,0.0003042483,0.00005246138,0.000029966883,0.0001411368,0.00002659015],"category_scores_gemma":[0.00027574887,0.00015248668,0.00017900622,0.00023193311,0.00056425313,0.00020482966,0.00012696028,0.0003397128,0.0000028906018],"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":[0.004251378,0.0015856961,0.29672438,0.0061160997,0.00038511035,0.011849072,0.004367169,0.0000025934007,0.08974713,0.0001675513,0.009269524,0.5755343],"study_design_scores_gemma":[0.0025822406,0.002732877,0.61383307,0.00076785445,0.00075973594,0.2801031,0.0016400625,0.00034431476,0.004873102,0.000045291774,0.09065811,0.0016602388],"about_ca_topic_score_codex":0.00015098929,"about_ca_topic_score_gemma":0.000015556945,"teacher_disagreement_score":0.57387406,"about_ca_system_score_codex":0.00002070084,"about_ca_system_score_gemma":0.000051890733,"threshold_uncertainty_score":0.62182266},"labels":[],"label_agreement":null},{"id":"W3160640369","doi":"10.1007/s12306-021-00710-1","title":"Stemless reverse total shoulder arthroplasty: a systematic review of contemporary literature","year":2021,"lang":"en","type":"review","venue":"MUSCULOSKELETAL SURGERY","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Arthroplasty; Shoulders; Notching; Systematic review; Surgery; Rotator cuff; Complication; Orthopedic surgery; CINAHL; Patient-reported outcome; MEDLINE; Psychological intervention; Nursing","score_opus":0.052944286596470165,"score_gpt":0.35482230970131795,"score_spread":0.3018780231048478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160640369","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":[0.000021642207,0.9930544,0.0000068657023,0.00012219723,0.00097611034,0.0044912454,0.00032455203,0.00009591461,0.00090707146],"genre_scores_gemma":[0.00007222119,0.9926078,0.000040747367,0.0003349373,0.00028973958,0.0008803096,0.0031114921,0.0001499198,0.0025128443],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936688,0.0011866086,0.0028435248,0.0008923329,0.0009346597,0.00047410122],"domain_scores_gemma":[0.9950152,0.0012121566,0.0013938516,0.0016299364,0.0004095012,0.00033935922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001141084,0.0010657752,0.011972822,0.00043219677,0.00006931758,0.000044210406,0.00013886525,0.000681987,0.00047059022],"category_scores_gemma":[0.00095227937,0.00071833783,0.006331432,0.0013337074,0.00012852356,0.00017854557,0.00014955355,0.0008178636,0.00008719476],"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":[0.000010589728,0.00040874592,0.000011409771,0.93966204,0.0027460987,0.002190039,0.00002556614,9.128277e-9,1.7465659e-7,0.000029014875,0.01794112,0.036975194],"study_design_scores_gemma":[0.00017125669,0.00007595295,0.0000024631745,0.7360018,0.012692563,0.0015629198,0.000031082334,1.0556779e-7,0.0000013430525,6.6632543e-7,0.24905445,0.00040542797],"about_ca_topic_score_codex":0.0000081111975,"about_ca_topic_score_gemma":5.662004e-7,"teacher_disagreement_score":0.23111333,"about_ca_system_score_codex":0.00021144058,"about_ca_system_score_gemma":0.0017157707,"threshold_uncertainty_score":0.9995268},"labels":[],"label_agreement":null},{"id":"W3205848111","doi":"10.1007/s12306-021-00730-x","title":"Comparison of short-time functional outcomes after TKA between Multigen Plus CR and Physica KR prostheses","year":2021,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Surgery; Orthodontics; Medical physics; Nuclear medicine","score_opus":0.03598480432262662,"score_gpt":0.3116302694329191,"score_spread":0.2756454651102925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205848111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997121,0.0007028082,0.000063727275,0.0011195025,0.00023119662,0.00028416602,0.00005221849,0.00009593211,0.00032948673],"genre_scores_gemma":[0.99744797,0.000015170516,0.00037871668,0.00012682454,0.00023187565,0.0000413391,0.00015432831,0.000049212755,0.001554562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787545,0.00009637876,0.00061957637,0.00045060078,0.0005678569,0.00039014668],"domain_scores_gemma":[0.9981623,0.00093552924,0.00011606313,0.000396907,0.00016462858,0.00022454651],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019540954,0.00030668118,0.0012788449,0.0001478388,0.0000794145,0.000024551931,0.000044716406,0.00012835278,0.00068833434],"category_scores_gemma":[0.00036489486,0.0002575371,0.00057413476,0.00025909996,0.00024963226,0.00018244765,0.00014998009,0.00022438166,0.000140031],"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":[0.00010544111,0.00031579475,0.9822231,0.00031596908,0.00032303474,0.000054484524,0.00019344482,0.0000048980655,0.0027959114,0.000007266633,0.0011143094,0.01254635],"study_design_scores_gemma":[0.0005617938,0.00006340669,0.9926961,0.000119933946,0.00020556041,0.000017910717,0.000142403,0.000087801855,0.0029128627,0.000010178126,0.0029242355,0.00025780362],"about_ca_topic_score_codex":0.000028756265,"about_ca_topic_score_gemma":0.00001569464,"teacher_disagreement_score":0.012288546,"about_ca_system_score_codex":0.00005802486,"about_ca_system_score_gemma":0.00018527066,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W4317779786","doi":"10.1007/s12306-023-00773-2","title":"Cementless versus cemented unicompartmental knee arthroplasty: a systematic review of comparative studies","year":2023,"lang":"en","type":"review","venue":"MUSCULOSKELETAL SURGERY","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Unicompartmental knee arthroplasty; Confidence interval; Dentistry; Osteoarthritis; Surgery; Orthodontics; Internal medicine","score_opus":0.18528217246354498,"score_gpt":0.4262875650946439,"score_spread":0.2410053926310989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317779786","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":[0.00031827463,0.9901365,0.0000021165467,0.000055488625,0.002386051,0.006321466,0.00022254471,0.00026105385,0.00029647193],"genre_scores_gemma":[0.00014460686,0.9959798,0.000032486965,0.000056845827,0.00015229441,0.001294994,0.0010644092,0.00016085024,0.001113727],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9926339,0.0008759821,0.0036502248,0.00083554507,0.0012560652,0.0007483111],"domain_scores_gemma":[0.9919886,0.004142902,0.0020415755,0.0012094636,0.00033285702,0.00028461762],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012196484,0.0011853108,0.014424376,0.0007405972,0.00012400451,0.000020243142,0.00018148472,0.00022795807,0.00024914028],"category_scores_gemma":[0.0011002253,0.00085215346,0.0038851344,0.0015801379,0.00043662183,0.00014061939,0.00042487017,0.00051669014,0.00145822],"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":[0.000049058763,0.00027281005,0.000023786297,0.9773749,0.010309102,0.0001249142,0.00007058745,1.3037067e-7,1.8891797e-7,0.00006497362,0.005350164,0.006359345],"study_design_scores_gemma":[0.0008538998,0.00033006113,0.000013638859,0.8620441,0.015326473,0.00006850824,0.0005939522,0.0000014172344,8.102062e-7,0.0000012212708,0.12017303,0.0005928947],"about_ca_topic_score_codex":0.0000104189385,"about_ca_topic_score_gemma":0.000022523915,"teacher_disagreement_score":0.115330845,"about_ca_system_score_codex":0.000561927,"about_ca_system_score_gemma":0.00057129504,"threshold_uncertainty_score":0.9993929},"labels":[],"label_agreement":null},{"id":"W4391313865","doi":"10.1007/s12306-023-00812-y","title":"Cross-cultural adaptation and validation of the Italian version of the Western Ontario Rotator Cuff (WORC) index","year":2024,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Università degli Studi di Brescia","keywords":"Rotator cuff; Medicine; Orthopedic surgery; Index (typography); Adaptation (eye); Physical therapy; Surgery; Physical medicine and rehabilitation; Computer science; Psychology","score_opus":0.027639750192770658,"score_gpt":0.3040196557947139,"score_spread":0.27637990560194325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391313865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790776,0.00021510002,0.000010696315,0.0004993967,0.00066894636,0.00026910374,0.00001420157,0.000019027899,0.00039577717],"genre_scores_gemma":[0.9982558,0.000010934877,0.000009004627,0.00003688382,0.000054928565,0.000011707775,0.000030257874,0.000010373757,0.0015801043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911386,0.000056713452,0.00025195625,0.00016479036,0.00030333103,0.00010932928],"domain_scores_gemma":[0.9994627,0.00012011477,0.00008800633,0.00021386851,0.00007688401,0.00003838405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017646531,0.0001119848,0.00018592206,0.000047062862,0.00007427154,0.000029666726,0.00004853315,0.00006813975,0.000086155145],"category_scores_gemma":[0.00005709382,0.000057653317,0.0002799937,0.00019832296,0.0001558845,0.00019068863,0.00005110192,0.00012680393,0.000005626991],"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":[0.00009697992,0.00007652095,0.9883398,0.0003007065,0.000135424,0.000004841459,0.0012271502,0.000027657235,0.0018340709,0.000049871953,0.0003538932,0.007553077],"study_design_scores_gemma":[0.00026743187,0.00005540247,0.9640094,0.00028670655,0.00021687815,0.000016352495,0.0001384882,0.000055180855,0.031893387,0.000054450848,0.0029409914,0.00006531782],"about_ca_topic_score_codex":0.0027830447,"about_ca_topic_score_gemma":0.00073247915,"teacher_disagreement_score":0.030059315,"about_ca_system_score_codex":0.00009858088,"about_ca_system_score_gemma":0.00014164519,"threshold_uncertainty_score":0.42071497},"labels":[],"label_agreement":null},{"id":"W4392798544","doi":"10.1007/s12306-024-00815-3","title":"The Musculoskeletal Tumor Society Scoring system is a valid subjective and objective tool to evaluate outcomes of surgical treatment of patients affected by upper and lower extremity tumors","year":2024,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"Università degli Studi di Brescia","keywords":"Medicine; Orthopedic surgery; Physical therapy; Upper limb; Soft tissue; Cohort; Surgery; Prom; Sports medicine; Lower limb; Internal medicine","score_opus":0.012549975880384992,"score_gpt":0.2848544469546906,"score_spread":0.2723044710743056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392798544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295616,0.004566586,0.0000057372868,0.00032047858,0.00034364965,0.0014121326,0.00021642119,0.00007868863,0.00010017205],"genre_scores_gemma":[0.99881583,0.00054455653,0.000058760474,0.000028359076,0.000059886348,0.00032048757,0.000038778857,0.000052403335,0.0000809195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973357,0.00021424415,0.000665545,0.00068985194,0.00063035055,0.00046434806],"domain_scores_gemma":[0.99726534,0.0017541788,0.00016062947,0.0003790723,0.00021146658,0.00022931455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049921294,0.00046625469,0.001131914,0.00013818097,0.0001706178,0.000051126783,0.000056080287,0.000097745724,0.000026189711],"category_scores_gemma":[0.00012615982,0.0002762404,0.001069356,0.00041510374,0.00023472893,0.000119152945,0.00012262893,0.00012350242,0.0000057533584],"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":[0.00032420355,0.0014174837,0.9341053,0.0010668541,0.0017627177,0.00013006755,0.0009355954,8.0848605e-7,0.0002994316,0.000039082926,0.00077517575,0.05914333],"study_design_scores_gemma":[0.0019575292,0.00088596024,0.9917495,0.0007043969,0.0008597774,0.000042058917,0.000523134,0.00018313309,0.0017094826,0.000010655666,0.0010573738,0.00031699473],"about_ca_topic_score_codex":0.00032220993,"about_ca_topic_score_gemma":0.0000074946997,"teacher_disagreement_score":0.058826335,"about_ca_system_score_codex":0.00042046627,"about_ca_system_score_gemma":0.00014953272,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null}]}