{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"78afdcc2a353","filters":{"venue":"Journal of Orthopaedic Experience & Innovation"}},"results":[{"id":"W4386212022","doi":"10.60118/001c.74617","title":"Weight-bearing as tolerated following distal femur fracture surgically treated with Far Cortical Locking screws","year":2023,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Bone fractures and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"Oregon State University; San Diego State University","keywords":"Medicine; Nonunion; Coronal plane; Implant; Implant failure; Weight-bearing; Surgery; Femur; Fixation (population genetics); Retrospective cohort study; Reduction (mathematics); Population; Radiology","authors":[{"name":"Daniel C. Fitzpatrick","is_ca":false},{"name":"Stephanie Margarete Mueller","is_ca":false},{"name":"Ellie Jitto","is_ca":true},{"name":"M. Mitch Herbert","is_ca":false},{"name":"Connor M Fitzpatrick","is_ca":true},{"name":"Erin C. Owen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01950891038720275,"gpt":0.3030117836516122,"spread":0.2835028732644095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835699,0.0002453503,0.0004816499,0.0004657604,0.0002231918,0.00009325919,0.00009681726,0.0001537466,0.0001369637],"category_scores_gemma":[0.0002935535,0.0001593005,0.000171284,0.002355041,0.00007254211,0.0005392609,0.00002966537,0.0005843723,0.00001596653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351075,"about_ca_system_score_gemma":0.0002401273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004295319,"about_ca_topic_score_gemma":0.000004143107,"domain_scores_codex":[0.9975712,0.00004616085,0.0008584462,0.0002540606,0.0009096347,0.0003605178],"domain_scores_gemma":[0.998483,0.00007164372,0.0005266078,0.0001904643,0.0005592791,0.0001689762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002680704,0.0004969614,0.9165041,0.00003933147,0.0006183372,0.01079751,0.003485624,0.0002357688,0.04590983,0.0003939875,0.0005719201,0.0182659],"study_design_scores_gemma":[0.01387204,0.003767163,0.9240518,0.002228856,0.0005571083,0.003344243,0.004526909,0.001567883,0.0216918,0.0000954066,0.02361032,0.0006864696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967743,0.0001361246,0.001400561,0.0006492729,0.0002242859,0.0002183056,0.000001503358,0.00008167648,0.0005140241],"genre_scores_gemma":[0.9980297,0.00005272988,0.0005745054,0.0006675858,0.000260016,0.000011767,0.00008246114,0.00003554266,0.0002857083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02421803,"threshold_uncertainty_score":0.6496086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402681088","doi":"10.60118/001c.118939","title":"Bilateral triceps rupture: a review of the literature and case series","year":2024,"lang":"en","type":"review","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Series (stratigraphy); Medicine; History; Geology; Paleontology","authors":[{"name":"Amaury Tapia","is_ca":false},{"name":"Alejandro Badía","is_ca":false},{"name":"David Bodansky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04489998426830981,"gpt":0.3857987878748935,"spread":0.3408988036065837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006055708,0.0003207369,0.001341651,0.0004625406,0.00006666577,0.00004321054,0.0001175156,0.0002162481,0.00004045218],"category_scores_gemma":[0.0003700266,0.0001487969,0.0005141199,0.003125284,0.0001391612,0.0002751744,0.00006261867,0.0008371462,0.000001176562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009394617,"about_ca_system_score_gemma":0.0005159992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001119319,"about_ca_topic_score_gemma":3.300028e-7,"domain_scores_codex":[0.9973816,0.0001129211,0.00166937,0.0002071992,0.0004922879,0.0001366344],"domain_scores_gemma":[0.9974884,0.00004308289,0.001439902,0.0003086504,0.0006598561,0.00006012711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007216677,0.0001342494,0.0001374186,0.202383,0.0004905423,0.008927827,0.003504703,1.598542e-8,0.00001620853,0.0006195297,0.002887449,0.7808269],"study_design_scores_gemma":[0.0002302379,0.000351801,0.00001116099,0.2458835,0.002917089,0.1567601,0.0001243023,1.104052e-7,0.00002791282,0.0000471987,0.5935397,0.0001069179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004975022,0.9927521,0.000003822317,0.0006401117,0.0008756703,0.0006401381,0.00002475348,0.000008782573,0.00007959688],"genre_scores_gemma":[0.001850968,0.9965829,0.0001938996,0.0004855664,0.0004233742,0.00004028392,0.00002369997,0.00002529481,0.0003740166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.78072,"threshold_uncertainty_score":0.6067761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408294346","doi":"10.60118/001c.127691","title":"Opportunities for Remote Surgeon-to-Surgeon Education : A Novel Use Case for Immersive Virtual Reality","year":2025,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Banff Centre; Western University; University of British Columbia","funders":"","keywords":"Virtual reality; Computer science; Multimedia; Human–computer interaction","authors":[{"name":"Danny P. Goel","is_ca":true},{"name":"Omar Rahman","is_ca":false},{"name":"Derek Ochiai","is_ca":false},{"name":"George S. Athwal","is_ca":true},{"name":"Joaquín Sánchez‐Sotelo","is_ca":false},{"name":"Scott Sigman","is_ca":false},{"name":"Shariff K. Bishai","is_ca":false},{"name":"Jon J.P. Warner","is_ca":false},{"name":"Phil Williams","is_ca":false},{"name":"Ryan Lohre","is_ca":false},{"name":"Laurie A. Hiemstra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1457373208026133,"gpt":0.3938933227919501,"spread":0.2481560019893368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231133,0.0001454404,0.0003417062,0.0009478167,0.0001822368,0.00004904925,0.00006436334,0.0001031139,0.00002656593],"category_scores_gemma":[0.00382178,0.0001293883,0.000179279,0.001294655,0.00006766823,0.0004504316,0.00001829359,0.0001578118,2.979072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575481,"about_ca_system_score_gemma":0.00100821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004846037,"about_ca_topic_score_gemma":0.000008232477,"domain_scores_codex":[0.9982221,0.00003103703,0.001058578,0.0001725064,0.000304065,0.0002117006],"domain_scores_gemma":[0.995598,0.00060447,0.0005947071,0.0001611869,0.002906883,0.000134802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00815389,0.0009805686,0.01727763,0.0002926017,0.0002840304,0.0002581245,0.01237341,0.0004525789,0.0141652,0.05963126,0.006604809,0.8795259],"study_design_scores_gemma":[0.01987933,0.002976119,0.02348221,0.002448241,0.0004725096,0.002728716,0.1339896,0.009784992,0.009542905,0.001252375,0.7926288,0.00081419],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7612076,0.00002347789,0.2335596,0.003334416,0.0009521547,0.0005566459,0.00001636455,0.00001098685,0.0003387216],"genre_scores_gemma":[0.9916785,0.00001422479,0.003336212,0.003397383,0.0002886486,0.00003903378,0.00006193043,0.00001374773,0.001170371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8787117,"threshold_uncertainty_score":0.52763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386262511","doi":"10.60118/001c.36131","title":"Surgical Device Representatives Preference for Experiential Learning via Immersive Virtual Reality","year":2022,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Virtual reality; Computer science; Medicine; Multimedia; Artificial intelligence","authors":[{"name":"David Pickham","is_ca":false},{"name":"Ryan Lohre","is_ca":false},{"name":"Danny P. Goel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08569253273052244,"gpt":0.3801356301946885,"spread":0.2944430974641661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161634,0.0001358544,0.0003310574,0.0003177408,0.0004058707,0.00002504287,0.0001242729,0.00005435931,0.0009001627],"category_scores_gemma":[0.0008901644,0.000121053,0.0001749536,0.001180412,0.0001268396,0.000364641,0.00007424771,0.00054211,0.000001104184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343727,"about_ca_system_score_gemma":0.000193885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007621921,"about_ca_topic_score_gemma":3.6405e-7,"domain_scores_codex":[0.9975095,0.000193271,0.000965531,0.0002457621,0.0008574795,0.0002283896],"domain_scores_gemma":[0.997716,0.0003246974,0.0008514209,0.000124403,0.0008759164,0.0001075446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03333393,0.00223235,0.3259498,0.0001519388,0.0006023238,0.001325435,0.1865779,0.01907899,0.07129238,0.02191442,0.0008449575,0.3366956],"study_design_scores_gemma":[0.04939294,0.01435631,0.07136942,0.0003591438,0.0002974285,0.003413498,0.3248478,0.02291991,0.03405989,0.0009507645,0.4767385,0.001294379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713344,0.00007614346,0.02628992,0.0004297829,0.0005418109,0.0002773593,0.000003316562,0.00002020677,0.001027076],"genre_scores_gemma":[0.9984955,0.000009592098,0.0004393541,0.0002645276,0.0003867342,0.00006891029,0.00005139239,0.0000150461,0.0002690088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4758935,"threshold_uncertainty_score":0.985615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413083230","doi":"10.60118/001c.132259","title":"Why Every Orthopedic Residency Program Needs a Virtual Reality Strategy!","year":2025,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Innovator; Medical education; Field (mathematics); Orthopedic surgery; Virtual reality; Psychology; Medicine; Computer science; Human–computer interaction; Mathematics; Surgery","authors":[{"name":"Danny P. Goel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04812337721428227,"gpt":0.3733729567015815,"spread":0.3252495794872993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136308,0.0001702086,0.0003768074,0.0009742879,0.0001327486,0.00006114758,0.0001240156,0.0001496994,0.0002943928],"category_scores_gemma":[0.001250601,0.000135762,0.0001591759,0.004155805,0.0001618653,0.0005466246,0.0000320097,0.0005167318,0.000003031024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124062,"about_ca_system_score_gemma":0.0007564619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001583151,"about_ca_topic_score_gemma":0.000003799116,"domain_scores_codex":[0.9973688,0.0000865472,0.00134283,0.0001784254,0.0007715889,0.000251819],"domain_scores_gemma":[0.9975936,0.0001290274,0.000609906,0.0002128379,0.001337281,0.0001173029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001740692,0.001025139,0.2757733,0.0001216504,0.0001985779,0.0003959035,0.003584286,0.0003463152,0.002698609,0.03121578,0.009003301,0.6738965],"study_design_scores_gemma":[0.01724072,0.005282417,0.5122489,0.001821446,0.0003185318,0.0005555332,0.01752175,0.002114285,0.00208795,0.003453364,0.4366531,0.0007020049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791414,0.0002036607,0.005885636,0.003479505,0.0005905078,0.0003199539,0.000001016426,0.00007734236,0.01030095],"genre_scores_gemma":[0.9938771,0.00005486208,0.0005466528,0.004532205,0.000332251,0.0000203863,0.00001408655,0.00001152915,0.0006109775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6731945,"threshold_uncertainty_score":0.5536213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414093987","doi":"10.60118/001c.137262","title":"Why is my Femoral Tunnel Shorter than I Thought - Comparing Expected and Actual Femoral Tunnel Lengths for ACL Repair in a Cadaveric Model","year":2025,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Yale University","keywords":"Cadaveric spasm; Drill; Anterior cruciate ligament reconstruction; Anterior cruciate ligament; Femoral bone; Femur","authors":[{"name":"Jackson Woodrow","is_ca":false},{"name":"Arjun Vohra","is_ca":false},{"name":"Youssef Galal","is_ca":false},{"name":"Michael Stickels","is_ca":false},{"name":"C. Cook","is_ca":false},{"name":"Austin Lynch","is_ca":true},{"name":"Anup Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03068002410235064,"gpt":0.3267444082256998,"spread":0.2960643841233492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005261519,0.000226802,0.0006244479,0.001058445,0.0001438264,0.00004245883,0.0001209898,0.0001821589,0.00002401046],"category_scores_gemma":[0.0002286366,0.0001876956,0.0001877752,0.001260058,0.0002133009,0.0006206497,0.00005938183,0.0004474459,1.971346e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705119,"about_ca_system_score_gemma":0.0002856569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003120373,"about_ca_topic_score_gemma":0.00002527119,"domain_scores_codex":[0.9976969,0.00003111958,0.001342822,0.0002875056,0.0003542227,0.0002874603],"domain_scores_gemma":[0.9984156,0.00004742191,0.0005667845,0.0002035771,0.0006889483,0.0000776072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004076147,0.0006353964,0.835061,0.0005359394,0.0002930778,0.00009990379,0.02644558,0.0001067666,0.04612328,0.004597481,0.04137695,0.04064845],"study_design_scores_gemma":[0.02880335,0.005520113,0.4927861,0.007039499,0.0007222087,0.00358837,0.09852988,0.1955798,0.1179536,0.00804141,0.03882698,0.002608664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654381,0.0002394525,0.03152572,0.001613782,0.0004495219,0.0004281508,0.000007118588,0.00007748598,0.0002207244],"genre_scores_gemma":[0.9730141,0.0001070533,0.0241063,0.002158964,0.0002354284,0.00005193535,0.000009985865,0.00001987482,0.0002963979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422749,"threshold_uncertainty_score":0.7654005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037070775","doi":"10.60118/001c.13307","title":"Surgeon Ergonomics During Arthroscopic Shoulder Surgery","year":2020,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Shoulders; Range of motion; Shoulder surgery; Physical therapy; Surgery; Physical medicine and rehabilitation","authors":[{"name":"Ryan Lohre","is_ca":true},{"name":"William D. Regan","is_ca":true},{"name":"Danny P. Goel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1233948096382857,"gpt":0.4290604722696734,"spread":0.3056656626313877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232952,0.0001682681,0.000424043,0.0003747166,0.0005081457,0.00001706814,0.0002007456,0.000198873,0.0007848737],"category_scores_gemma":[0.002229142,0.0001601854,0.000111359,0.001461289,0.00008571568,0.0007617602,0.00007673962,0.0009449525,0.00005635579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677171,"about_ca_system_score_gemma":0.001178986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009809619,"about_ca_topic_score_gemma":0.00000457268,"domain_scores_codex":[0.9960639,0.000224985,0.002409238,0.0002173809,0.0006572835,0.0004272541],"domain_scores_gemma":[0.9959427,0.0004466822,0.002070767,0.0001779851,0.001157432,0.0002044847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004011346,0.00003976567,0.9827256,0.0003071689,0.00001574502,0.00005390268,0.004329972,0.00005344122,0.003562572,0.0004208703,0.00678136,0.001308464],"study_design_scores_gemma":[0.0009748915,0.00009957975,0.9768778,0.0004825415,0.00001243231,0.00003932043,0.003505515,0.0001147159,0.001532765,0.00008484475,0.01605549,0.0002200845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912557,0.000131212,0.002287872,0.002498987,0.00330875,0.0002441465,0.000006706774,0.000042943,0.0002236673],"genre_scores_gemma":[0.9936213,0.00009375625,0.0007774816,0.003337667,0.001945424,0.00002655553,0.00001438632,0.00002816396,0.0001551862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009274133,"threshold_uncertainty_score":0.8593817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386243747","doi":"10.60118/001c.67847","title":"Number of Stairs at Home is Associated with Discharge to Post-Acute Care Facility Following Total Knee Arthroplasty","year":2023,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Stairs; Logistic regression; Arthroplasty; Total knee arthroplasty; Internal medicine; Surgery","authors":[{"name":"Jaques L. Williams","is_ca":true},{"name":"Michael B. Held","is_ca":false},{"name":"Mouhanad M. El‐Othmani","is_ca":false},{"name":"Alexander L. Neuwirth","is_ca":false},{"name":"Jeffrey A. Geller","is_ca":false},{"name":"H. John Cooper","is_ca":false},{"name":"Roshan P. Shah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01341284105182814,"gpt":0.2917679324603671,"spread":0.278355091408539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005033975,0.0002549184,0.0006527214,0.0005043211,0.000179566,0.0000238279,0.00008027614,0.0001162518,0.000314509],"category_scores_gemma":[0.0008782842,0.0001967926,0.0002520129,0.002937957,0.0001342325,0.0005999504,0.0001089044,0.0003518701,0.00006040487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351488,"about_ca_system_score_gemma":0.0003209171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366549,"about_ca_topic_score_gemma":0.00001675719,"domain_scores_codex":[0.9968281,0.00005682605,0.001111416,0.0002815984,0.001315877,0.0004061491],"domain_scores_gemma":[0.9972358,0.0000942242,0.0007440484,0.0002790664,0.001462868,0.0001840427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007698991,0.0001013493,0.9429926,0.00005002035,0.0002978664,0.0003336593,0.02429958,0.00002606957,0.02777618,0.00003335181,0.0004985775,0.002820796],"study_design_scores_gemma":[0.004140026,0.001958114,0.9641838,0.0004715022,0.0001333198,0.0004699955,0.02124088,0.0000214119,0.006179024,0.00000677849,0.0008921496,0.0003030101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997468,0.00003608486,0.0002085082,0.0008784635,0.0007349903,0.0003591837,0.0001217907,0.00006474636,0.0001282626],"genre_scores_gemma":[0.9981863,0.000007187939,0.000434515,0.0003323836,0.00007609327,0.00001693202,0.00009089422,0.00002768817,0.0008280096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02159715,"threshold_uncertainty_score":0.8024971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159806184","doi":"10.60118/001c.22282","title":"The Effect of a Natural Oral Nutritional supplement on the Level of Intra-Articular Inflammatory Mediators in Patients with Osteoarthritis of the Knee","year":2021,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Pharmacological Effects of Medicinal Plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Osteoarthritis; WOMAC; Visual analogue scale; Group B; Placebo; Synovial fluid; Internal medicine; Randomized controlled trial; Knee pain; Group A; Gastroenterology; Surgery; Pathology","authors":[{"name":"Peter F. Sharkey","is_ca":false},{"name":"Zubin Shah","is_ca":false},{"name":"Michael Groß","is_ca":false},{"name":"Thomas H. Meade","is_ca":false},{"name":"Scott Davidoff","is_ca":false},{"name":"Noam Shohat","is_ca":false},{"name":"Javad Parvizi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0148970172028613,"gpt":0.2814031206461104,"spread":0.2665061034432492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001527653,0.0001319102,0.0003733484,0.0001437756,0.00006440468,0.000005823712,0.0001822391,0.00005652439,0.00005143689],"category_scores_gemma":[0.00268284,0.00005530341,0.0001062786,0.0009524023,0.0004156297,0.0001295025,0.00004768434,0.0004928116,2.506032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007815706,"about_ca_system_score_gemma":0.0002457147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003405827,"about_ca_topic_score_gemma":0.000007193358,"domain_scores_codex":[0.9969826,0.0003229698,0.0009794446,0.0001063741,0.001436719,0.0001719381],"domain_scores_gemma":[0.9971169,0.0007972213,0.0009413848,0.0001794558,0.000922087,0.00004293935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006364584,0.000413162,0.9023628,0.0001818426,0.0001288564,0.00009277392,0.001134056,0.00003635802,0.07726488,0.0005614941,0.000549179,0.01091007],"study_design_scores_gemma":[0.009403824,0.004643632,0.6957814,0.001234577,0.00006798005,0.00005109278,0.0007020494,0.00002454446,0.2877894,0.0000551298,0.0001797131,0.00006667366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997224,0.0002232297,0.00001337578,0.001567506,0.0003975363,0.0005417294,0.00001662378,0.000001859054,0.0000140822],"genre_scores_gemma":[0.9994803,0.00002136102,0.00006876638,0.0003047109,0.00007804197,0.00002563778,0.00001094179,0.000006720417,0.000003513791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2105245,"threshold_uncertainty_score":0.3211804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408294878","doi":"10.60118/001c.129863","title":"Why Every Orthopedic Residency Program Needs a Virtual Reality Strategy","year":2025,"lang":"en","type":"article","venue":"Journal of Orthopaedic Experience & Innovation","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical education; Orthopedic surgery; Residency training; Virtual reality; Medicine; Computer science; Human–computer interaction; Surgery; Continuing education","authors":[{"name":"Danny P. Goel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02874734858657907,"gpt":0.3443647224319567,"spread":0.3156173738453776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023222,0.0002520438,0.0005426689,0.001450008,0.0001528457,0.00007281495,0.0001936407,0.0001795571,0.0001918106],"category_scores_gemma":[0.001585828,0.0002067673,0.0002107114,0.004510317,0.0002863783,0.0009200784,0.0000717382,0.000645937,0.000007492568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950303,"about_ca_system_score_gemma":0.001294677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003834554,"about_ca_topic_score_gemma":0.00001803218,"domain_scores_codex":[0.9966277,0.0001011566,0.001694443,0.0002403481,0.0009715264,0.0003648441],"domain_scores_gemma":[0.9970415,0.0001071199,0.0008529588,0.0003755015,0.0014856,0.0001372919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00152534,0.001281207,0.6332712,0.0002394421,0.0002847483,0.0005763373,0.004399267,0.0000975438,0.01606539,0.0191113,0.05859648,0.2645517],"study_design_scores_gemma":[0.009049948,0.007598799,0.7764118,0.001588418,0.0003238851,0.001623816,0.01524143,0.0002781462,0.004835365,0.001726488,0.1806263,0.0006955963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827263,0.0003657254,0.004895978,0.007553856,0.001068196,0.00048765,0.000002381861,0.00009886829,0.002801082],"genre_scores_gemma":[0.9919463,0.0001071084,0.001319975,0.00445761,0.000382572,0.00003559629,0.00001197576,0.00002066223,0.001718146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2638561,"threshold_uncertainty_score":0.8431727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}