{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":381,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":381,"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":"9d50d8f9400c","filters":{"venue":"Orthopaedic Proceedings"}},"results":[{"id":"W4385289260","doi":"10.1302/1358-992x.2023.8.051","title":"VALIDITY OF THE VIRTUAL SEVERITY SCORING SYSTEM IN PATIENTS WITH KNEE OSTEOARTHRITIS","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"SSS*; Radiological weapon; Medicine; Physical therapy; Surgery; Internal medicine","authors":[{"name":"Susan Robarts","is_ca":true},{"name":"Veronica Palinkas","is_ca":true},{"name":"Dragana Boljanovic","is_ca":true},{"name":"Helen Razmjou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007471641710041796,"gpt":0.2167377712048358,"spread":0.209266129494794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003071905,0.0001171614,0.0002350872,0.0001314825,0.00006785108,0.000008800548,0.00006948659,0.00007088263,0.00000859221],"category_scores_gemma":[0.0002133233,0.00007430658,0.0001011848,0.0008846166,0.0001114525,0.0001267908,0.00006426171,0.0001712803,0.000008809035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006523786,"about_ca_system_score_gemma":0.00005747519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002953242,"about_ca_topic_score_gemma":0.00001281522,"domain_scores_codex":[0.9987891,0.00001335655,0.0002675945,0.0002237844,0.0004958246,0.0002102899],"domain_scores_gemma":[0.9994872,0.00002962198,0.0001120485,0.0001153195,0.0001930642,0.00006271988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247947,0.00007434386,0.9879434,0.0008298795,0.00000819697,0.00000127864,0.0004839782,0.000001617777,0.0001524843,0.0002944558,0.00009702927,0.009988532],"study_design_scores_gemma":[0.002484752,0.001009486,0.9938505,0.001083173,0.00002836865,0.000002586373,0.001159043,0.00007757884,0.00006257767,0.00002397773,0.0001328572,0.00008506809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970095,0.00001238479,0.000003195893,0.0001415544,0.0001763983,0.0007412802,0.000006994816,0.00008592255,0.001822782],"genre_scores_gemma":[0.9996746,0.000003618453,0.00003667661,0.00002772015,0.00004476485,0.00004525835,0.00001018105,0.00001812248,0.0001390617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009903464,"threshold_uncertainty_score":0.3030134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408996823","doi":"10.1302/1358-992x.2025.2.044","title":"FIVE-YEAR SURVIVORSHIP OF CERAMIC-ON-CERAMIC HIP RESURFACING: AN INTERNATIONAL MULTICENTRE STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","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 Ottawa","funders":"","keywords":"Survivorship curve; Ceramic; Medicine; Dentistry; Materials science; Metallurgy; Cancer; Internal medicine","authors":[{"name":"Andrew Manktelow","is_ca":false},{"name":"Koen De Smet","is_ca":false},{"name":"Jim Holland","is_ca":false},{"name":"Kong Koh Chuan","is_ca":true},{"name":"Paul E. Beaulé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01884459066570177,"gpt":0.2953231751303542,"spread":0.2764785844646524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007190874,0.0003341656,0.0005309444,0.0004771163,0.0001526109,0.00006270644,0.0002905537,0.000157865,0.0002451114],"category_scores_gemma":[0.0005572466,0.0002866643,0.0001738392,0.0004910678,0.000150215,0.0003165937,0.0001345046,0.0004932947,0.00004022858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002124,"about_ca_system_score_gemma":0.0001770108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001818035,"about_ca_topic_score_gemma":0.00004641445,"domain_scores_codex":[0.9973912,0.00003479939,0.00066578,0.0006754018,0.0007759879,0.000456794],"domain_scores_gemma":[0.9986511,0.0001039658,0.0002439744,0.0003099985,0.0004556624,0.0002353126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001506734,0.00178532,0.9773674,0.0001939736,0.0002617055,0.00005554836,0.001808706,0.000004508634,0.001217024,0.002276485,0.001286766,0.01223585],"study_design_scores_gemma":[0.01235201,0.002306116,0.961865,0.0008797009,0.0003344202,0.00007303525,0.009065233,0.00123408,0.001087094,0.0001403976,0.01019506,0.0004678393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689279,0.00004314278,0.0000147308,0.0006960281,0.001039319,0.0009366038,0.00004078363,0.0001700999,0.02813146],"genre_scores_gemma":[0.994342,0.00006827249,0.0001930446,0.0005224497,0.0003133028,0.00002479524,0.00004400688,0.00003953337,0.004452609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541415,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415570880","doi":"10.1302/1358-992x.2025.11.050","title":"THE IMPACT OF HAND DOMINANCE ON FUNCTIONAL RECOVERY FOLLOWING UPPER EXTREMITY INJURIES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopedic Surgery and Rehabilitation","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 Calgary","funders":"","keywords":"Dominance (genetics); Grip strength; Wilcoxon signed-rank test; Upper limb; Retrospective cohort study; Range of motion; Randomized controlled trial; Visual analogue scale","authors":[{"name":"Brent Benavides","is_ca":true},{"name":"Jayd Lukenchuk","is_ca":true},{"name":"M. Wong","is_ca":true},{"name":"Dalsan You","is_ca":true},{"name":"Prism Schneider","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009907528138377952,"gpt":0.2767033635025458,"spread":0.2667958353641678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009349195,0.0001711997,0.0003076271,0.0001865963,0.0003531051,0.00003920947,0.00006464036,0.0001161045,0.00004345259],"category_scores_gemma":[0.001814769,0.0001020779,0.0005768823,0.0005262389,0.0002732531,0.0001972681,0.00003699367,0.0002518035,0.000007517374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194655,"about_ca_system_score_gemma":0.0003531387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072915,"about_ca_topic_score_gemma":0.000001301103,"domain_scores_codex":[0.9987153,0.00001557405,0.0003919034,0.000275564,0.0003524663,0.0002492187],"domain_scores_gemma":[0.9988666,0.0005267541,0.0001507185,0.0001461399,0.000235885,0.00007392946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002322353,0.0001928129,0.8998834,0.0001511109,0.0002571422,0.000003084662,0.000345433,0.000004580322,0.01290887,0.001370638,0.01120301,0.07135756],"study_design_scores_gemma":[0.001354302,0.0006835961,0.982709,0.0009247682,0.0001415001,0.00001214443,0.0005509568,0.00006673557,0.003948811,0.001400728,0.008063628,0.0001438393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798793,0.0007302081,0.00005838717,0.001124713,0.0006938089,0.0003155418,0.000004266758,0.00004096202,0.01715283],"genre_scores_gemma":[0.9920393,0.0001323408,0.00008402686,0.0001560082,0.0001696546,0.00004384721,0.000006982058,0.0000126532,0.007355182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08282558,"threshold_uncertainty_score":0.4162616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401706508","doi":"10.1302/1358-992x.2024.16.091","title":"WEATHERING THE STORM: THE IMPACT OF TOTAL HIP ARTHROPLASTY ON WEATHER-RELATED PAIN","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Storm; Hip pain; Weathering; Total hip arthroplasty; Environmental science; Meteorology; Medicine; Physical therapy; Geology; Geography; Surgery; Geomorphology","authors":[{"name":"Michael Tänzer","is_ca":true},{"name":"Caroline Laverdière","is_ca":true},{"name":"Wassim Elmasry","is_ca":true},{"name":"Adam Hart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02115933356410568,"gpt":0.2773992433868377,"spread":0.256239909822732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001644465,0.0002052483,0.0001609715,0.00004385663,0.0002492575,0.00007676137,0.0001909962,0.00008736952,0.002533958],"category_scores_gemma":[0.0001668498,0.00009758651,0.000192974,0.0005176475,0.0002503341,0.0002008057,0.0001220282,0.0003870884,0.0004213779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404214,"about_ca_system_score_gemma":0.00003205851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003776786,"about_ca_topic_score_gemma":0.00002710885,"domain_scores_codex":[0.9985442,0.00002990719,0.0002729584,0.0002833491,0.0004084964,0.000461051],"domain_scores_gemma":[0.9994163,0.0001757501,0.00009788032,0.0001583751,0.00001217325,0.000139528],"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":[0.0002876951,0.0003895088,0.2597558,0.0004089129,0.0002534818,0.00005400174,0.07988694,0.0007418895,0.02411495,0.001521567,0.1931925,0.4393928],"study_design_scores_gemma":[0.002018566,0.006246847,0.8528786,0.002771333,0.0002524829,0.0006387655,0.0140626,0.05692301,0.001573151,0.005481768,0.05553644,0.001616408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985664,0.0003873899,0.00001059671,0.003027467,0.0002163951,0.0003812991,0.0000118755,0.0001094059,0.01019157],"genre_scores_gemma":[0.9984151,0.0001727983,0.000009977822,0.000264619,0.000161221,0.00003284107,0.000002226959,0.00003311552,0.0009080934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5931229,"threshold_uncertainty_score":0.9983779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385271511","doi":"10.1302/1358-992x.2023.9.070","title":"MARKERLESS MOTION CAPTURE FOR CLINICAL MOVEMENT ANALYSIS AND THE INFLUENCE OF CLOTHING ON GAIT METRICS","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gait; Treadmill; Ankle; Motion analysis; Medicine; Motion capture; Trunk; Gait analysis; Physical medicine and rehabilitation; Anatomy; Physical therapy; Artificial intelligence; Motion (physics); Computer science","authors":[{"name":"Matthew W. Flood","is_ca":false},{"name":"Paul Gette","is_ca":false},{"name":"Jan Cabri","is_ca":false},{"name":"Bernd Grimm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03937542399532393,"gpt":0.3827027414179084,"spread":0.3433273174225845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006106194,0.0001433357,0.0004444305,0.0003802632,0.0004238561,0.00001554658,0.000175696,0.000236287,0.000004474766],"category_scores_gemma":[0.00171695,0.00009790542,0.0002645769,0.001813882,0.0001432397,0.0001440254,0.0001144445,0.0004869647,0.00001104812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004280336,"about_ca_system_score_gemma":0.00005001217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009242007,"about_ca_topic_score_gemma":0.00002564986,"domain_scores_codex":[0.9979926,0.0001121386,0.0008111072,0.0003558581,0.0003848869,0.000343431],"domain_scores_gemma":[0.9977258,0.001041803,0.000609811,0.0001458577,0.0003834181,0.00009333299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004755476,0.0001185363,0.9707968,0.0007269296,0.0003164456,6.042626e-7,0.002112341,0.000007346101,0.0002196885,0.01272488,0.0044333,0.008067633],"study_design_scores_gemma":[0.002568775,0.00004351357,0.9860242,0.0002019243,0.0004724815,1.753185e-7,0.0017483,0.004524027,0.000001378799,0.002841285,0.001469548,0.0001043857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951737,0.0001290638,0.0007562347,0.001302795,0.0002481802,0.001139237,0.0000296623,0.00009832337,0.001122782],"genre_scores_gemma":[0.9955383,0.001298576,0.0002553723,0.00137728,0.0002046613,0.0002692608,0.00003270395,0.00001866569,0.001005158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522746,"threshold_uncertainty_score":0.3992467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388763465","doi":"10.1302/1358-992x.2023.16.023","title":"A PRECISION HEALTH APPROACH FOR OSTEOARTHRITIS: PREDICTION OF RAPID KNEE OSTEOARTHRITIS PROGRESSION USING AUTOMATED MACHINE LEARNING","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Medicine; Disease; Clinical trial; Joint disease; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Internal medicine; Pathology","authors":[{"name":"Simone Castagno","is_ca":false},{"name":"Mark Birch","is_ca":false},{"name":"Mihaela van der Schaar","is_ca":false},{"name":"Andrew W. McCaskie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02679741713958862,"gpt":0.292307698182225,"spread":0.2655102810426364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001161824,0.0004168072,0.000849699,0.0006766913,0.0004613002,0.00005422391,0.0001106649,0.0002901428,0.00002859529],"category_scores_gemma":[0.0003518088,0.0003894201,0.0003399042,0.001204792,0.0001185177,0.0003841615,0.0001181043,0.0003560509,0.00001126466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529987,"about_ca_system_score_gemma":0.0002608484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001306084,"about_ca_topic_score_gemma":0.000002194922,"domain_scores_codex":[0.9966398,0.00004415853,0.0009222616,0.0007664653,0.0008140255,0.0008133164],"domain_scores_gemma":[0.998356,0.00006234464,0.0005626224,0.0001953096,0.0004455234,0.000378236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001654913,0.0004315239,0.02145723,0.001867294,0.00008210363,0.00002746194,0.001403649,0.00002448248,0.06945542,0.0001739329,0.0008160561,0.902606],"study_design_scores_gemma":[0.1307924,0.2490629,0.01244829,0.02449014,0.001689441,0.00411784,0.007822754,0.4664271,0.06795049,0.0006235047,0.03199074,0.002584365],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806008,0.006032726,0.001028998,0.0002651847,0.0005524695,0.006493825,0.0002972221,0.003519571,0.001209156],"genre_scores_gemma":[0.9697213,0.0004761588,0.02588306,0.00008239197,0.0004017185,0.0007817013,0.001839263,0.0001659517,0.0006485078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9000216,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391145640","doi":"10.1302/1358-992x.2024.3.010","title":"RETURN TO SPORT FOLLOWING CLOSED ACHILLES TENDON RUPTURE: A SYSTEMATIC REVIEW AND META-ANALYSIS OF ELIGIBLE STUDIES EVALUATING MANAGEMENT STRATEGIES, PATIENT FACTORS, AND LEVEL OF ATHLETIC ACTIVITY","year":2024,"lang":"en","type":"review","venue":"Orthopaedic Proceedings","topic":"Tendon Structure and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Achilles tendon; Athletes; Physical therapy; Return to sport; Medicine; Systematic review; Physical medicine and rehabilitation; Tendon; MEDLINE; Surgery; Internal medicine; Political science","authors":[{"name":"R. H. R. Roberts","is_ca":false},{"name":"A. Glendenning","is_ca":false},{"name":"Gareth Davies-Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2163284732037295,"gpt":0.4291125111801128,"spread":0.2127840379763833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001107868,0.0009156729,0.01232526,0.0009101741,0.00007396684,0.00004760253,0.0001384437,0.0001748968,0.000008541781],"category_scores_gemma":[0.0002318269,0.0004824793,0.002835159,0.00141464,0.00006974078,0.0001161145,0.0003048609,0.0003413886,7.777591e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153457,"about_ca_system_score_gemma":0.0001397998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005056578,"about_ca_topic_score_gemma":0.00001529563,"domain_scores_codex":[0.9957626,0.00005636743,0.001831464,0.0009375236,0.001076577,0.0003355019],"domain_scores_gemma":[0.9975692,0.0001354322,0.001411711,0.0003999691,0.0002866631,0.0001970294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000009187765,0.00005334893,0.0000723761,0.7311881,0.2614479,0.00004625196,0.0007968976,4.046118e-8,0.000002565504,0.0001422308,0.00005047614,0.006190651],"study_design_scores_gemma":[0.0002028547,0.0004365559,0.00006980488,0.1153759,0.8811837,0.00006013173,0.001057691,0.000001262495,0.000005484712,0.00003282305,0.00128166,0.000292195],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008321126,0.9850532,0.000002582069,0.00009090629,0.00005467175,0.006112678,0.0001747923,0.0000457678,0.0001442409],"genre_scores_gemma":[0.06499414,0.9332985,0.000610426,0.00006687162,0.00001486403,0.0007122335,0.00005918408,0.00006160658,0.0001821305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6197358,"threshold_uncertainty_score":0.9997627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415571010","doi":"10.1302/1358-992x.2025.11.007","title":"CAN ANTERIOR APPROACH TOTAL HIP ARTHROPLASTY BE SAFELY INTRODUCED INTO CONTEMPORARY ARTHROPLASTY PRACTICE?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Adverse effect; Retrospective cohort study; Blood transfusion; Arthroplasty; Joint arthroplasty; Pneumonia; Total hip arthroplasty; Myocardial infarction; Cohort study","authors":[{"name":"Jonathan Bourget-Murray","is_ca":true},{"name":"Sophie Piroozfar","is_ca":true},{"name":"Panayiotis D. Megaloikonomos","is_ca":true},{"name":"J. Powell","is_ca":true},{"name":"Jason Werle","is_ca":true},{"name":"Kelly Johnston","is_ca":true},{"name":"Rajan Sharma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01480078745993116,"gpt":0.2656410321813119,"spread":0.2508402447213807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001125952,0.0008754152,0.001282439,0.0007113529,0.0006754008,0.0002373135,0.0002202887,0.0004584878,0.0002208078],"category_scores_gemma":[0.001747085,0.0007543815,0.0004704036,0.001244922,0.0007440964,0.0009121439,0.0004015632,0.001260783,0.00007857588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068266,"about_ca_system_score_gemma":0.001462661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741156,"about_ca_topic_score_gemma":0.00002571148,"domain_scores_codex":[0.994832,0.00006697362,0.001329945,0.001550468,0.001124613,0.001095938],"domain_scores_gemma":[0.9972069,0.0001791439,0.0005726882,0.0005491479,0.0007826813,0.0007094865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01202866,0.005864271,0.4059006,0.005243993,0.003300617,0.001672828,0.008049165,0.000006866412,0.03376348,0.01728496,0.2202069,0.2866777],"study_design_scores_gemma":[0.02663443,0.0039014,0.09981994,0.002852872,0.001495257,0.01084314,0.01652454,0.001424739,0.00378066,0.0004148209,0.8294297,0.002878509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8613554,0.002578466,0.0008496757,0.02721103,0.002782854,0.002521568,0.00009663979,0.0009374578,0.1016669],"genre_scores_gemma":[0.9806168,0.0003541911,0.004794316,0.006220171,0.001212798,0.0001971214,0.000147964,0.0001141228,0.006342515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6092228,"threshold_uncertainty_score":0.9994907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276264","doi":"10.1302/1358-992x.2023.8.049","title":"DOES BONE TURNOVER EXPLAIN HIGH BONE DENSITY IN FEMOROACETABULAR IMPINGEMENT? AN ANALYSIS OF PET AND CT IMAGING","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip disorders and treatments","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":"Ottawa Hospital; Carleton University","funders":"","keywords":"Femoroacetabular impingement; Acetabulum; Medicine; Bone mineral; Bone remodeling; Deformity; Nuclear medicine; Femoral head; Bone density; Osteoarthritis; Femoral neck; Femur; Anatomy; Radiology; Osteoporosis; Internal medicine; Surgery; Pathology","authors":[{"name":"Andrew Speirs","is_ca":true},{"name":"Gerd Melkus","is_ca":true},{"name":"Kawan Rakhra","is_ca":true},{"name":"Paul E. Beaulé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008733677874772318,"gpt":0.2549082643214993,"spread":0.246174586446727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005373294,0.000224104,0.0006723455,0.0009619595,0.00007933107,0.00003212848,0.0000590901,0.00003190261,0.00007588693],"category_scores_gemma":[0.0001079945,0.0001579458,0.000141125,0.001702157,0.0001008864,0.0002769088,0.00009717904,0.0001501036,0.000006491183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006303281,"about_ca_system_score_gemma":0.0000347641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005652721,"about_ca_topic_score_gemma":0.0002732156,"domain_scores_codex":[0.9982853,0.00001140039,0.0004032853,0.0005026545,0.0004099323,0.0003874486],"domain_scores_gemma":[0.9993524,0.00002272241,0.0001604712,0.0001675272,0.0001130448,0.0001838266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156205,0.0002267592,0.9904123,0.0001541361,0.0003690899,0.0006037325,0.0009410709,0.000001943774,0.00288096,0.0001308431,0.0001452548,0.004018292],"study_design_scores_gemma":[0.003015351,0.0001254064,0.9882514,0.0001338958,0.001505699,0.00007039881,0.002337952,0.003139888,0.0007648189,0.0002198665,0.0002330401,0.0002023257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980175,0.0002823138,0.000009062046,0.00093585,0.00006126158,0.000329441,0.00001656464,0.0001055886,0.0002424079],"genre_scores_gemma":[0.9987457,0.0002835863,0.0002827955,0.0001635371,0.00004166545,0.00003084078,0.0001201465,0.00002861052,0.000303112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003815966,"threshold_uncertainty_score":0.6440841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416221527","doi":"10.1302/1358-992x.2025.13.091","title":"EFFECT OF TIME-TO-SURGERY ON DISTAL RADIUS FRACTURE OUTCOMES: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopedic Surgery and Rehabilitation","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 Health Network","funders":"","keywords":"Distal radius fracture; Radiography; Grip strength; Observational study; Randomized controlled trial; Complication","authors":[{"name":"Jonathan Persitz","is_ca":true},{"name":"Shawn Khan","is_ca":true},{"name":"Jason Shrouder-Henry","is_ca":true},{"name":"Ryan Paul","is_ca":true},{"name":"Masood A. Khan","is_ca":true},{"name":"Adrienne K. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004518992855346856,"gpt":0.2686299517877997,"spread":0.2641109589324528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002801053,0.0003264246,0.001860338,0.0004608192,0.00007095438,0.00001441002,0.000102555,0.0001544993,0.0002076143],"category_scores_gemma":[0.01110132,0.0002044336,0.000689807,0.0009841707,0.00008293279,0.00009997562,0.00003936669,0.0002848942,0.0002108997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000900456,"about_ca_system_score_gemma":0.0001369918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003186776,"about_ca_topic_score_gemma":8.83738e-8,"domain_scores_codex":[0.9976463,0.00008517728,0.0009443318,0.0004119432,0.0006160016,0.0002962573],"domain_scores_gemma":[0.9969478,0.002004924,0.0003199231,0.0002887427,0.0002328977,0.0002057309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005945163,0.0002644742,0.0736239,0.8818886,0.0003685454,0.00002496486,0.0001559439,5.714522e-7,0.0006192931,0.00006201236,0.03575191,0.006645286],"study_design_scores_gemma":[0.00213843,0.003039289,0.02054243,0.9495261,0.005068548,0.0001166079,0.00009683947,0.00005799899,0.00349969,0.00003615079,0.01522593,0.0006520284],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232996,0.01347403,0.0001024033,0.01594085,0.0007575208,0.00980813,0.00002228373,0.0004609913,0.03613418],"genre_scores_gemma":[0.9661559,0.0007756908,0.00009401244,0.01324625,0.000140725,0.0007320492,0.00004990868,0.00006209821,0.0187433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06763747,"threshold_uncertainty_score":0.9972286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404616442","doi":"10.1302/1358-992x.2024.19.028","title":"PREVENTING PERIPROSTHETIC JOINT INFECTION: A NOVEL ANTIMICROBIAL SOL-GEL APPROACH","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","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":"Periprosthetic; Antimicrobial; Joint (building); Medicine; Microbiology; Joint infections; Arthroplasty; Surgery; Biology; Engineering","authors":[{"name":"Tim Nichol","is_ca":false},{"name":"Thomas J. Smith","is_ca":false},{"name":"Christine L. Le Maitre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0222509460478652,"gpt":0.2511244566025624,"spread":0.2288735105546972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006223943,0.0004049575,0.0004907248,0.0003678067,0.0002997522,0.0002856104,0.0000837832,0.0002122495,0.0002747471],"category_scores_gemma":[0.0001277626,0.0003308138,0.0004280519,0.0005404816,0.000213646,0.0004453072,0.0001458437,0.0007075379,0.0001612934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009805213,"about_ca_system_score_gemma":0.000264197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002268468,"about_ca_topic_score_gemma":0.000001582549,"domain_scores_codex":[0.9973589,0.000007341632,0.0005781802,0.0008151145,0.0005379723,0.0007025148],"domain_scores_gemma":[0.9992177,0.00001695917,0.000117635,0.0001711235,0.0001660857,0.0003105077],"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":[0.0007008935,0.003717148,0.2269917,0.02054534,0.001374731,0.0008385473,0.01021085,0.00001232007,0.2531666,0.01437093,0.09390356,0.3741674],"study_design_scores_gemma":[0.008353146,0.00185714,0.0948766,0.007592116,0.001608821,0.05222498,0.0009240343,0.02073766,0.007012736,0.0001693745,0.8022469,0.002396539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418067,0.0007787808,0.003199114,0.00144984,0.001593678,0.001111191,0.00003106355,0.001207463,0.04882215],"genre_scores_gemma":[0.9873737,0.0002030443,0.003619675,0.0006227074,0.001735848,0.00008010928,0.00004744878,0.0001077565,0.006209673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7083433,"threshold_uncertainty_score":0.9999144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416221422","doi":"10.1302/1358-992x.2025.13.107","title":"BRIDGING THE GAP IN OSTEOPOROSIS CARE: PROVIDING COMPREHENSIVE INPATIENT AND OUTPATIENT OSTEOPOROSIS CARE IN THE RURAL HOSPITAL SETTING","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Bone health and osteoporosis research","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":"Osteoporosis; Psychological intervention; Health care; Bridging (networking); Public health; Government (linguistics); Outpatient clinic; MEDLINE","authors":[{"name":"O. Cheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148208657429448,"gpt":0.2836760522967933,"spread":0.2721939657224988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008294617,0.0003797553,0.0005391226,0.0004919118,0.0005295953,0.0001791441,0.0003136319,0.0002048411,0.00000790482],"category_scores_gemma":[0.0006026831,0.0002491716,0.0001425428,0.001378766,0.0002794169,0.0002568556,0.0003543761,0.001266374,0.000005040977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630808,"about_ca_system_score_gemma":0.0004730216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000940734,"about_ca_topic_score_gemma":0.0003461955,"domain_scores_codex":[0.9965625,0.00009575853,0.0008228516,0.0006184599,0.0009238371,0.0009765971],"domain_scores_gemma":[0.9984471,0.0002568202,0.0002274391,0.0002865437,0.0005836954,0.0001983832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760362,0.0001225698,0.79967,0.002220147,0.00001735281,0.0000258811,0.1178486,0.000002206984,0.0003068785,0.0001342775,0.001082764,0.0782932],"study_design_scores_gemma":[0.004447532,0.001493627,0.5478155,0.002537058,0.00009541669,0.00004291193,0.4378322,0.0003850625,0.0005919369,0.00003747364,0.004378257,0.0003429641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744101,0.007368691,0.000001778457,0.01211445,0.0002592656,0.003509247,0.00001372588,0.00006285818,0.002259934],"genre_scores_gemma":[0.995445,0.000434596,0.000147843,0.003059626,0.0001445936,0.0006252523,0.00004855872,0.00003597556,0.00005853736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199836,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416221279","doi":"10.1302/1358-992x.2025.13.110","title":"MSK EXPANDED CENTRAL INTAKE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Criminal Justice Association","funders":"","keywords":"Referral; Orthopedic surgery; Patient care; Scope (computer science); MEDLINE; Scope of practice; Service (business); Triage","authors":[{"name":"K. Desjardine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01043847855997318,"gpt":0.2325431720502702,"spread":0.222104693490297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003131675,0.0001786369,0.0002441477,0.000443978,0.0002020291,0.0001756398,0.0002748315,0.0001834634,0.0001195617],"category_scores_gemma":[0.0002331836,0.0001625508,0.00009150284,0.0009390688,0.00006876251,0.0005779848,0.0001852472,0.0002534898,0.0001609315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005520472,"about_ca_system_score_gemma":0.00005899877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000753272,"about_ca_topic_score_gemma":0.0001194624,"domain_scores_codex":[0.9985675,0.00000147075,0.0003457526,0.0003538472,0.0001923643,0.0005391288],"domain_scores_gemma":[0.9994848,0.000009480505,0.0001487728,0.0001234567,0.0002126508,0.00002086571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002598,0.00004738302,0.3286249,0.0007300344,0.00002913286,0.00001043937,0.00004896046,1.072178e-7,0.0004678866,0.5218655,0.04423147,0.1039182],"study_design_scores_gemma":[0.0006169364,0.0000102941,0.04118795,0.0001987075,0.00002743605,0.000006777927,0.0004889959,0.0002297579,0.00008769286,0.009820745,0.9471201,0.0002045505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7754495,0.0002232853,0.0002596311,0.009232742,0.001357383,0.0004316423,0.000001029932,0.0008883707,0.2121565],"genre_scores_gemma":[0.9930575,0.00001557268,0.0000868596,0.004023995,0.001003735,0.00005832855,0.00000631046,0.00001930009,0.001728398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9028887,"threshold_uncertainty_score":0.6628629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416207398","doi":"10.1302/1358-992x.2025.13.042","title":"SURGICAL HIP DISLOCATION AND OSTEOPLASTY SUPPLEMENTED WITH FEMORAL INTERTROCHANTERIC OSTEOTOMY FOR THE TREATMENT OF SYMPTOMATIC HEALED SEVERE SLIPPED CAPITAL FEMORAL EPIPHYSIS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip disorders and treatments","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":"Osteoplasty; Slipped capital femoral epiphysis; Range of motion; Radiography; Osteotomy; Deformity; Orthopedic surgery","authors":[{"name":"Paul Kooner","is_ca":false},{"name":"Hamid Al Badi","is_ca":false},{"name":"Kathleen Montpetit","is_ca":false},{"name":"Neil Saran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008811193379540781,"gpt":0.2621400793706271,"spread":0.2533288859910863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009248943,0.0002900414,0.0005239598,0.0001535454,0.0001696388,0.00003565585,0.00007012724,0.00006773171,0.00003395154],"category_scores_gemma":[0.00002570283,0.0001663559,0.0001639972,0.0003716713,0.0001522159,0.0001124645,0.00003115453,0.00006591151,0.000002091847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268212,"about_ca_system_score_gemma":0.0001074116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009569791,"about_ca_topic_score_gemma":0.00006314203,"domain_scores_codex":[0.998699,0.00001028425,0.000363982,0.0003670699,0.0002340384,0.000325629],"domain_scores_gemma":[0.9992601,0.0001150124,0.0001627964,0.0001429848,0.0002102465,0.0001089055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004959239,0.001558548,0.9411789,0.00137637,0.001344132,0.00002025652,0.00548714,7.83305e-7,0.0003852453,0.0005809574,0.0003622475,0.04274625],"study_design_scores_gemma":[0.1594445,0.04341102,0.7077453,0.004258894,0.01055055,0.001129511,0.04346877,0.01230419,0.006867869,0.0008131217,0.008459389,0.001546875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941147,0.0006079102,0.0002297199,0.002170523,0.00007583857,0.002451001,0.0000415444,0.00005600991,0.0002527627],"genre_scores_gemma":[0.9973177,0.0002218123,0.0004655161,0.00007498289,0.00005633969,0.0007119269,0.0001268156,0.00002578137,0.0009991002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2334335,"threshold_uncertainty_score":0.6783797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415439104","doi":"10.1302/1358-992x.2025.10.095","title":"INEQUITY IN ACCESS TO HIP AND KNEE ARTHROPLASTY ACROSS ONTARIO SINCE THE COVID-19 PANDEMIC","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","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":"Comorbidity; Arthroplasty; Cohort; Retrospective cohort study; Pandemic; Hip arthroplasty; Cohort study; Socioeconomic status; Knee arthritis","authors":[{"name":"Bheeshma Ravi","is_ca":false},{"name":"David W. Pincus","is_ca":false},{"name":"Amit Atrey","is_ca":false},{"name":"Amir Khoshbin","is_ca":false},{"name":"Johnathan R. Lex","is_ca":false},{"name":"Seper Ekhtiari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04182885028376974,"gpt":0.3416933928638918,"spread":0.299864542580122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009317748,0.0003134187,0.0004959556,0.0002337401,0.0003363444,0.0001920133,0.0002215449,0.0001678944,0.00008387965],"category_scores_gemma":[0.001857014,0.0002294475,0.00009734125,0.0009950787,0.0003739787,0.0004228162,0.0007594769,0.0006769595,0.00003011984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006874879,"about_ca_system_score_gemma":0.0008129481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983283,"about_ca_topic_score_gemma":0.07370486,"domain_scores_codex":[0.9977641,0.00001638582,0.0004938423,0.0006441039,0.0004114071,0.000670191],"domain_scores_gemma":[0.9988319,0.0002269769,0.0001156183,0.0002483597,0.0001245249,0.0004525827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003875448,0.00006930985,0.9808909,0.0002431761,0.00003645497,0.00003223534,0.005582639,0.000003916031,0.0003369756,0.0005287934,0.003985943,0.007902115],"study_design_scores_gemma":[0.002904097,0.0001714185,0.8395833,0.0001957915,0.00004466233,0.0002191554,0.0007983428,0.00002669681,0.00004256984,0.0002752311,0.1555374,0.0002014052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730269,0.0003434785,0.0001201878,0.0228909,0.0003255541,0.001153516,0.000008946695,0.000186503,0.001943958],"genre_scores_gemma":[0.9777899,0.00005412345,0.0001682784,0.01767881,0.00009046801,0.000134695,0.000004350251,0.00002388884,0.004055433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515514,"threshold_uncertainty_score":0.9431976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401705653","doi":"10.1302/1358-992x.2024.16.089","title":"RETROSPECTIVE ANALYSIS OF PATIENT-REPORTED OUTCOME MEASURES IN A MATCHED COHORT OF INPATIENT AND DAY-SURGERY HIP ARTHROPLASTY PATIENTS","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Anesthesia and Pain Management","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; Retrospective cohort study; Arthroplasty; Total hip arthroplasty; Cohort; Surgery; Hip arthroplasty; Cohort study; Hip surgery; General surgery; Internal medicine","authors":[{"name":"J.P. Waddell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01713496149928022,"gpt":0.2475284742187861,"spread":0.2303935127195059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047607,0.0002206656,0.0009706745,0.001215042,0.00002611203,0.00001720713,0.00004422289,0.0001056723,0.00004628097],"category_scores_gemma":[0.0005252426,0.0001829522,0.000289553,0.001992757,0.0001475989,0.0001309182,0.00005000965,0.0001868769,0.000001531073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038003,"about_ca_system_score_gemma":0.00006665134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008453742,"about_ca_topic_score_gemma":0.00001224833,"domain_scores_codex":[0.9974072,0.00002515469,0.001048083,0.000465358,0.0008064269,0.0002477999],"domain_scores_gemma":[0.9989166,0.00009203319,0.0003738067,0.000152103,0.0003476584,0.0001178167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001147638,0.0002536537,0.9895537,0.0006321845,0.001478836,0.00004274331,0.001939062,0.000002243896,0.00008914638,0.0001951772,0.0002284048,0.005470032],"study_design_scores_gemma":[0.0004382216,0.0002642841,0.9948069,0.0004330167,0.002307564,0.000005114591,0.0004393679,0.0004986709,0.000104097,0.00007438881,0.0004803749,0.0001480393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981235,0.0003260642,0.00003796116,0.0001443415,0.00007822213,0.0006600249,0.000005098148,0.00005780369,0.0005669302],"genre_scores_gemma":[0.9993868,0.000140375,0.0001037786,0.0001553876,0.00001812216,0.0000569683,0.00003738537,0.00002475346,0.00007637718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005321993,"threshold_uncertainty_score":0.7460575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276289","doi":"10.1302/1358-992x.2023.8.029","title":"IMPACT OF CLINICAL COMMUNICATION SUMMARY REPORT ON INJURED WORKERS’ SATISFACTION FOLLOWING ROTATOR CUFF SURGERY","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Patient Satisfaction in Healthcare","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":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Helpfulness; Rotator cuff; Patient satisfaction; Physical therapy; Demographics; Health care; Family medicine; Surgery; Demography; Psychology","authors":[{"name":"Dragana Boljanovic","is_ca":true},{"name":"Helen Razmjou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1344571611358713,"gpt":0.4822905884624099,"spread":0.3478334273265386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007071935,0.0003112456,0.0009014167,0.0006783949,0.0008632659,0.00001400868,0.0002173197,0.0006422281,0.0001883782],"category_scores_gemma":[0.00804169,0.0002863462,0.0008129274,0.001651771,0.0001096331,0.000600437,0.0001868902,0.001715173,0.0003235506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823866,"about_ca_system_score_gemma":0.001259801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877054,"about_ca_topic_score_gemma":0.00009729795,"domain_scores_codex":[0.9943077,0.0004985376,0.002901041,0.0006155913,0.0009189105,0.0007582241],"domain_scores_gemma":[0.9927557,0.003385717,0.002238262,0.0006112407,0.0006199854,0.0003891508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002897223,0.00002920864,0.8987736,0.0002466201,0.0001115641,0.00001670013,0.0007958534,0.000002390583,0.000041427,0.00008635478,0.0871998,0.01240684],"study_design_scores_gemma":[0.0006636308,0.0001886645,0.9943177,0.001585892,0.00004458304,0.00000674789,0.001307164,0.00007351232,0.0000108874,0.000352534,0.001221442,0.0002272767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910998,0.00006963853,0.00001144778,0.0006793287,0.002765517,0.001271478,0.00003738903,0.0006918386,0.003373534],"genre_scores_gemma":[0.9973891,0.0003561917,0.0002283549,0.0002216054,0.0004180531,0.0004071368,0.0002267125,0.00008193727,0.0006708929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09554414,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116117430","doi":"10.1302/1358-992x.2025.17.012","title":"OPEN VERSUS ARTHROSCOPIC ANKLE FUSION: A LONG-TERM PROSPECTIVE COMPARATIVE MULTICENTRE STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; St. Michael's Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Ankle; Arthrodesis; Ankle arthrodesis; Osteoarthritis; Ankle replacement; Arthritis; Complication; Cohort; Retrospective cohort study","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04583738823564689,"gpt":0.3603181848168813,"spread":0.3144807965812345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000354458,0.0003254929,0.0007035238,0.0002388661,0.0003054738,0.0001847341,0.0003103513,0.0001098801,0.0003410269],"category_scores_gemma":[0.0001760515,0.0002767722,0.000143176,0.0009286068,0.0001584795,0.0003975538,0.0005769272,0.000404476,0.0001025476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698354,"about_ca_system_score_gemma":0.000316497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004312601,"about_ca_topic_score_gemma":0.0001195523,"domain_scores_codex":[0.9979575,0.00001828124,0.0004260394,0.0007152932,0.0004272746,0.0004555574],"domain_scores_gemma":[0.9988738,0.00008291333,0.0001545838,0.0002258363,0.0004510795,0.0002118062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003168252,0.001579848,0.9826762,0.0001986382,0.000325808,0.00008397902,0.003425289,8.454707e-8,0.0005069252,0.0003716291,0.003925216,0.003738122],"study_design_scores_gemma":[0.01605295,0.001470697,0.9719304,0.0008049656,0.0003713779,0.00001474899,0.006132418,0.00004425763,0.0007872593,0.00005045133,0.002056204,0.0002842437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368952,0.0004311141,0.000007263513,0.000552774,0.0008563315,0.003631098,0.000003923869,0.0001750602,0.05744724],"genre_scores_gemma":[0.9911903,0.00004422544,0.0001546909,0.0003053783,0.0002418203,0.0002918715,0.00001689309,0.00002380558,0.007731086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05429504,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401702898","doi":"10.1302/1358-992x.2024.16.029","title":"A PROSPECTIVE RANDOMIZED CONTROLLED TRIAL COMPARING THE DIRECT SUPERIOR APPROACH WITH THE POSTERIOR APPROACH FOR TOTAL HIP ARTHROPLASTY","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","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":"Total hip arthroplasty; Randomized controlled trial; Arthroplasty; Medicine; Hip arthroplasty; Physical therapy; Physical medicine and rehabilitation; Surgery","authors":[{"name":"Babar Kayani","is_ca":false},{"name":"Sujith Konan","is_ca":false},{"name":"Jenni Tahmassebi","is_ca":false},{"name":"Dia Eldean Giebaly","is_ca":false},{"name":"F. S. Haddad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01308063406966271,"gpt":0.2408119583721867,"spread":0.227731324302524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003180482,0.0006597828,0.002290912,0.0001852166,0.0007623443,0.0005591682,0.0002091302,0.0001771827,0.00004952428],"category_scores_gemma":[0.0005959508,0.0002653435,0.001139357,0.0005611532,0.001050784,0.0003133648,0.0001188396,0.0007868052,0.00001133082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009220526,"about_ca_system_score_gemma":0.0004135676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001472299,"about_ca_topic_score_gemma":0.000002811103,"domain_scores_codex":[0.9963133,0.00009885362,0.0008579906,0.000965914,0.0009316095,0.0008323558],"domain_scores_gemma":[0.9980408,0.0008343669,0.0002748416,0.0002901343,0.0003221638,0.0002377184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9841387,0.000385384,0.001618689,0.0005715553,0.001792124,0.00002239842,0.003295475,0.000007646864,0.0001338658,0.002147761,0.002304943,0.003581484],"study_design_scores_gemma":[0.9554282,0.001635399,0.0005167062,0.0003099269,0.002476266,0.002266398,0.002660828,0.02829697,0.00004288614,0.00002343625,0.005869977,0.0004729442],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145933,0.002432154,0.003366807,0.002725807,0.001064502,0.03516406,0.00003987682,0.0006502777,0.03996323],"genre_scores_gemma":[0.9812301,0.00005856557,0.001348391,0.0003613315,0.002144996,0.01011367,0.00004303762,0.0001224057,0.004577503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06663681,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414066041","doi":"10.1302/1358-992x.2025.6.082","title":"METAL AND ESSENTIAL OILS-BASED ANTIBACTERIAL SOLUTIONS: TOWARDS PATIENT-SPECIFIC IMPLANTABLE DEVICES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Anesthesia and Pain Management","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":"Biofilm; Biocompatibility; Biocompatible material; Adhesion; Substrate (aquarium); Deposition (geology); Antimicrobial","authors":[{"name":"Gabriela Graziani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01191335294099103,"gpt":0.2437679810181823,"spread":0.2318546280771912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518098,0.0002156142,0.0003436852,0.0002584846,0.0002465875,0.0001012085,0.00008929487,0.0001042017,0.0001188004],"category_scores_gemma":[0.00004240764,0.0001870306,0.0001131897,0.0003666507,0.000134677,0.0001872215,0.00007248024,0.000153407,0.00001775576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004574676,"about_ca_system_score_gemma":0.0001171675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003412799,"about_ca_topic_score_gemma":0.000003598572,"domain_scores_codex":[0.9985691,0.00001331094,0.0003163438,0.0004030089,0.0003004748,0.0003977477],"domain_scores_gemma":[0.9994883,0.00002608856,0.0001028524,0.0001145595,0.0001371418,0.0001310872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003933101,0.001353363,0.5234226,0.005016326,0.000961986,0.0002824856,0.001361202,0.000002355895,0.08691866,0.03808824,0.1290811,0.2095786],"study_design_scores_gemma":[0.005090646,0.0007329718,0.1420849,0.000926977,0.0008779,0.0001879453,0.0009580565,0.0006252803,0.01373174,0.0003546706,0.8338625,0.0005663925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822415,0.001353326,0.0006485602,0.002211696,0.0002537682,0.0005647663,0.000004271955,0.0001745383,0.01254754],"genre_scores_gemma":[0.9952354,0.0002479216,0.001232062,0.00230399,0.0002274848,0.00005144226,0.00004616789,0.00001880043,0.0006367218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7047815,"threshold_uncertainty_score":0.7626885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416207484","doi":"10.1302/1358-992x.2025.13.112","title":"ROBOTIC-ASSISTED TOTAL KNEE ARTHROPLASTY IS ASSOCIATED WITH EARLIER RETURN OF SYMMETRICAL LIMB FUNCTION COMPARED TO CONVENTIONAL JIG-BASED TECHNIQUES USING WEARABLE SENSORS: A PROSPECTIVE COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","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 Alberta","funders":"","keywords":"Oxford knee score; Prospective cohort study; Osteoarthritis; Total knee arthroplasty; Knee Joint; Arthroplasty; Cohort study; Cohort; Gait analysis","authors":[{"name":"Michael Goplen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0141679454606226,"gpt":0.2635428111229425,"spread":0.2493748656623199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007848454,0.0004436054,0.001098483,0.0009610681,0.0002703881,0.0000723128,0.00007645459,0.0002413888,0.0001419647],"category_scores_gemma":[0.001157656,0.0003842359,0.0002581892,0.002858169,0.0002522317,0.0002522378,0.0001092088,0.0006314597,0.00001272654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005806667,"about_ca_system_score_gemma":0.0004824266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008704847,"about_ca_topic_score_gemma":0.00002869443,"domain_scores_codex":[0.9965762,0.00005964774,0.000795096,0.0008318498,0.001196635,0.0005405839],"domain_scores_gemma":[0.9974288,0.0001925734,0.0003991727,0.0002494016,0.001465981,0.0002640873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002704568,0.001892069,0.9899538,0.0001584809,0.0010355,0.0000322464,0.0003365814,0.00004308847,0.002435351,0.0000513212,0.0008177796,0.000539286],"study_design_scores_gemma":[0.006202629,0.004244423,0.9792786,0.001387045,0.001128551,0.00007899896,0.001170944,0.003554223,0.002438369,0.0000162423,0.0001424012,0.0003575472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918513,0.00005836863,0.001350462,0.0004164273,0.0002239062,0.003793822,0.00002003494,0.0004019673,0.001883702],"genre_scores_gemma":[0.9941629,0.000001580113,0.002851563,0.0003151592,0.00007489377,0.0002042502,0.00002067198,0.00006015395,0.002308889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0106751,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416221589","doi":"10.1302/1358-992x.2025.13.025","title":"IMPROVING PATIENT SAFETY EVENT REPORTING AND LEARNING IN ORTHOPAEDIC SURGERY: A QUALITY IMPROVEMENT (QI) INITIATIVE IN POSTGRADUATE EDUCATION","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Patient Safety and Medication Errors","field":"Health Professions","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":"Patient safety; Consistency (knowledge bases); Quality management; Event (particle physics); Tracking (education); Quarter (Canadian coin); Constructive; Quality (philosophy)","authors":[{"name":"Kan Liu","is_ca":false},{"name":"John Campbell","is_ca":false},{"name":"Jianjun Chang","is_ca":false},{"name":"Suzanne Grant","is_ca":false},{"name":"Jacqueline Larouche","is_ca":false},{"name":"Raja Rampersaud","is_ca":false},{"name":"Sebastian Tomescu","is_ca":false},{"name":"Jesse Wolfstadt","is_ca":false},{"name":"Reinhard Zeller","is_ca":false},{"name":"Sarah Ward","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04530081839640803,"gpt":0.385943254900354,"spread":0.3406424365039459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008209428,0.0003173141,0.0006724538,0.0009338424,0.0006680762,0.000008400011,0.000122448,0.0002730802,0.0000312613],"category_scores_gemma":[0.01827957,0.0003144596,0.0001361289,0.001370354,0.0001063686,0.0004706102,0.0002735708,0.001721775,0.000008620755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671368,"about_ca_system_score_gemma":0.002558802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365134,"about_ca_topic_score_gemma":0.0005263179,"domain_scores_codex":[0.9938125,0.0003859291,0.0037133,0.0007774899,0.0005289715,0.0007818226],"domain_scores_gemma":[0.9945072,0.0008065359,0.003791526,0.0001775716,0.0004913421,0.0002258321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002135735,0.0002012611,0.8234642,0.001054942,0.00001673503,0.000004539934,0.009197815,0.000007097422,0.0004369487,0.001333995,0.0002219458,0.163847],"study_design_scores_gemma":[0.001515472,0.0001372153,0.9495253,0.003729306,0.00003224482,0.000003539856,0.03514164,0.0006186488,0.00008309343,0.0006890384,0.008152119,0.0003724048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831337,0.000371142,0.00047091,0.006635413,0.0009397873,0.001872952,0.000006288168,0.0001452701,0.006424591],"genre_scores_gemma":[0.9950433,0.0002485906,0.0002552319,0.002765764,0.0000903421,0.0008908287,0.00007792412,0.00002825275,0.0005997763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634746,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415439031","doi":"10.1302/1358-992x.2025.10.106","title":"FAVOURABLE ONCOLOGIC AND FUNCTIONAL OUTCOMES FOLLOWING TREATMENT FOR SOFT-TISSUE SARCOMAS OF THE HAND","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Sarcoma Diagnosis and Treatment","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":"Sarcoma; Soft tissue sarcoma; Radiation therapy; Perioperative; Soft tissue; Retrospective cohort study; Functional impairment; Referral","authors":[{"name":"M. Al Faraidy","is_ca":false},{"name":"Patrick Qi Wang","is_ca":false},{"name":"Nicholas Eastley","is_ca":false},{"name":"David Perrin","is_ca":false},{"name":"Anthony M. Griffin","is_ca":false},{"name":"Kim M. Tsoi","is_ca":false},{"name":"Peter Ferguson","is_ca":false},{"name":"Jay S. Wunder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02697237986154529,"gpt":0.2973757164834534,"spread":0.2704033366219081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001544877,0.0001868596,0.0004322713,0.00009632375,0.0002572562,0.00002958082,0.0000517714,0.0000855176,0.00001947017],"category_scores_gemma":[0.0002211775,0.0001046619,0.0002859177,0.0002054624,0.0001043598,0.00006317248,0.00005084307,0.0000633927,0.000001496807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152007,"about_ca_system_score_gemma":0.0001495103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004344473,"about_ca_topic_score_gemma":0.00001428077,"domain_scores_codex":[0.9990361,0.000005259759,0.0002593553,0.0002812265,0.0001956518,0.0002224311],"domain_scores_gemma":[0.999446,0.0001679619,0.00009952105,0.0001101348,0.0001069773,0.00006935513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009794816,0.0004359368,0.956104,0.0001130804,0.0003691553,0.000004819897,0.0001407442,3.496273e-7,0.001739311,0.001952124,0.001570615,0.03747193],"study_design_scores_gemma":[0.007498999,0.0006456877,0.9364628,0.0002813426,0.001093085,0.00002441883,0.0003611333,0.00004451588,0.01123075,0.001341245,0.04089629,0.0001197699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859616,0.003226074,0.00009247485,0.006561823,0.0003126792,0.001197583,0.00001059504,0.00003775261,0.002599457],"genre_scores_gemma":[0.9939106,0.00007272007,0.0006689075,0.0005538268,0.00004299561,0.0004005803,0.000007527038,0.00001281293,0.004330071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03932567,"threshold_uncertainty_score":0.4267988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385275981","doi":"10.1302/1358-992x.2023.12.053","title":"LONG VERSUS SHORT INTRAMEDULLARY NAILS FOR TROCHANTERIC HIP FRACTURES: A SECONDARY ANALYSIS OF THE INSITE TRIAL","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","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":"McMaster University; London Health Sciences Centre","funders":"","keywords":"Medicine; Intramedullary rod; Deep vein; Surgery; Hip fracture; Nonunion; Thrombosis; Pneumonia; Implant failure; Randomized controlled trial; Implant; Osteoporosis; Internal medicine","authors":[{"name":"Emil H. Schemitsch","is_ca":true},{"name":"Lauren L. Nowak","is_ca":true},{"name":"Justin de Beer","is_ca":true},{"name":"Ole Brink","is_ca":false},{"name":"Rudolf W. Poolman","is_ca":false},{"name":"Samir Mehta","is_ca":false},{"name":"Dirk Stengel","is_ca":false},{"name":"Mohit Bhandari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02547585181505077,"gpt":0.3137881534128246,"spread":0.2883123015977738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005939121,0.0002606094,0.0007176064,0.0006928409,0.0001611283,0.00003727843,0.0002539095,0.0002478981,0.0001642211],"category_scores_gemma":[0.0010328,0.0001754495,0.0008507784,0.002625548,0.0001581025,0.0001432269,0.0001045155,0.0004406516,0.000008940142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000598355,"about_ca_system_score_gemma":0.0002523175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001625562,"about_ca_topic_score_gemma":0.00002252845,"domain_scores_codex":[0.9979814,0.00001317761,0.0005389165,0.0004335201,0.000582694,0.0004502748],"domain_scores_gemma":[0.9988409,0.0002273437,0.0002118275,0.0002542745,0.0002835588,0.0001821536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2800429,0.001215756,0.3327691,0.0030885,0.0214444,0.0001750832,0.02211803,0.00004617551,0.03325239,0.0008522454,0.05357086,0.2514246],"study_design_scores_gemma":[0.07951222,0.004047795,0.8490126,0.0005304287,0.01693854,0.00005407187,0.003845145,0.003447617,0.01134236,0.0003638901,0.02998712,0.0009181991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944361,0.0002652833,0.0002226435,0.001061982,0.0008323225,0.001238343,0.0000503443,0.000161177,0.001731736],"genre_scores_gemma":[0.9974756,0.0001034047,0.0001250694,0.0008564505,0.0007402437,0.0001493118,0.0001078042,0.00004309862,0.000398971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5162435,"threshold_uncertainty_score":0.7154623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416500228","doi":"10.1302/1358-992x.2025.14.044","title":"PROGNOSTIC FACTORS FOR INCREASED PAIN AND OPIOID CONSUMPTION FOLLOWING ARTHROSCOPIC KNEE AND SHOULDER SURGERY IN THE ACUTE POSTOPERATIVE PERIOD","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Opioid Use Disorder Treatment","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":"Shoulder surgery; Rotator cuff; Opioid; Body mass index; Elbow; Logistic regression; Biceps; Osteoarthritis; Arthroscopy","authors":[{"name":"Hassaan Abdel Khalik","is_ca":false},{"name":"Ajaykumar Shanmugaraj","is_ca":false},{"name":"Seper Ekhtiari","is_ca":false},{"name":"Nolan S. Horner","is_ca":false},{"name":"Aaron Gazendam","is_ca":false},{"name":"Nicole Simunovic","is_ca":false},{"name":"Olufemi R. Ayeni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01542214248341866,"gpt":0.2830430463260677,"spread":0.267620903842649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006871493,0.0002483814,0.0004074052,0.0002406144,0.0002011034,0.00009407926,0.00004402178,0.0001122551,0.000007189092],"category_scores_gemma":[0.001051848,0.0001714204,0.0001086314,0.0002582583,0.0001103346,0.0001687645,0.00003736489,0.0001742049,6.292249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202343,"about_ca_system_score_gemma":0.0001812965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003628519,"about_ca_topic_score_gemma":0.00001700094,"domain_scores_codex":[0.9987754,0.00003339063,0.0002903455,0.0003989321,0.0001970466,0.0003049301],"domain_scores_gemma":[0.9990939,0.0005879655,0.00006411797,0.00009056022,0.0000791949,0.00008422277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001253679,0.000127729,0.9892282,0.0004471799,0.0001598707,0.00001804577,0.005610046,2.228221e-8,0.0005776543,0.0001847833,0.0003497033,0.003171329],"study_design_scores_gemma":[0.002552487,0.0004678917,0.9881706,0.0008449954,0.0005569753,0.00002479815,0.006040855,0.0001814605,0.0001996586,0.0001272846,0.0006588969,0.0001741416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934154,0.00170938,0.00008876777,0.002266933,0.0001048454,0.002253519,0.00001277658,0.00005795116,0.00009044519],"genre_scores_gemma":[0.9975289,0.0002135626,0.0002849064,0.001165821,0.00002459816,0.0005956001,0.00007134575,0.00002082753,0.00009451053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004113446,"threshold_uncertainty_score":0.699032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276248","doi":"10.1302/1358-992x.2023.8.040","title":"AUTOMATIC SEGMENTATION AND BONE ARCHITECTURE ANALYSIS OF SUBCHONDRAL BONE IN THE MURINE PROXIMAL TIBIA: EVALUATION OF AN OPEN-SOURCE PIPELINE","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Osteoarthritis Treatment and Mechanisms","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 Toronto; Sunnybrook Hospital","funders":"","keywords":"Segmentation; Pipeline (software); Subchondral bone; Tibia; Volume (thermodynamics); Biomedical engineering; X-ray microtomography; Trabecular bone; Computer science; Anatomy; Artificial intelligence; Medicine; Osteoporosis; Osteoarthritis; Pathology; Radiology; Physics","authors":[{"name":"Hamza Mahdi","is_ca":true},{"name":"Michael Hardisty","is_ca":true},{"name":"Kevin Fullerton","is_ca":true},{"name":"Christine Huang","is_ca":true},{"name":"Kathak Vachhani","is_ca":true},{"name":"Diane Nam","is_ca":true},{"name":"Cari Whyne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02441258129307246,"gpt":0.3069423099223011,"spread":0.2825297286292286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001760175,0.0001529655,0.0004798863,0.0006981509,0.00005059205,0.00002919207,0.0001050314,0.00007342378,0.00005297572],"category_scores_gemma":[0.0002028052,0.0001104517,0.00007854768,0.001942329,0.00007130981,0.0002150759,0.00007401509,0.0001303073,0.000001610704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782304,"about_ca_system_score_gemma":0.00007357886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004232275,"about_ca_topic_score_gemma":0.0001594768,"domain_scores_codex":[0.9981986,0.00004963077,0.0004736989,0.0002914674,0.0007883069,0.0001983028],"domain_scores_gemma":[0.9992415,0.00004195646,0.0002619411,0.0001472861,0.000236402,0.0000709024],"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":[0.0007963156,0.001118591,0.1078326,0.0008114826,0.0003140055,0.00005542947,0.01741027,0.00008591005,0.3798462,0.000363604,0.0002560232,0.4911095],"study_design_scores_gemma":[0.04731384,0.01357188,0.5610716,0.001739534,0.02186574,0.0006092145,0.02235521,0.2544305,0.07389142,0.002015323,0.0002721928,0.0008635133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973067,0.0002033277,0.0000203626,0.0005248663,0.00002559945,0.001521981,0.00001381905,0.00005322852,0.0003301327],"genre_scores_gemma":[0.9980328,0.0000291304,0.001182143,0.00007366762,0.00004495835,0.0001442858,0.0003089928,0.00001899776,0.0001650061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.490246,"threshold_uncertainty_score":0.450409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415430095","doi":"10.1302/1358-992x.2025.10.087","title":"ARE PATIENTS WITH ROTATOR CUFF INJURIES PERFORMING AT-HOME PHYSIOTHERAPY? SMART WATCH DATA VERSUS PATIENT-REPORTED DIARIES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Shoulder Injury and Treatment","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":"Sunnybrook Hospital","funders":"","keywords":"Rehabilitation; Rotator cuff; Activities of daily living; Medical prescription; Wrist; Wearable computer; Activity tracker; Exercise prescription","authors":[{"name":"Matthew Rezkalla","is_ca":true},{"name":"Philip J. Boyer","is_ca":true},{"name":"Colin Arrowsmith","is_ca":true},{"name":"David Burns","is_ca":true},{"name":"Cari Whyne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02038448546619244,"gpt":0.2934007390071194,"spread":0.273016253540927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001451488,0.0004228164,0.0005498544,0.0001617513,0.0004336659,0.00007688373,0.0002418018,0.0001419805,0.0001277691],"category_scores_gemma":[0.0002233531,0.0003090571,0.0001015751,0.0005269961,0.0002378182,0.0005830734,0.0003480429,0.0002826226,0.00002507669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420377,"about_ca_system_score_gemma":0.000193138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004106677,"about_ca_topic_score_gemma":0.00002810775,"domain_scores_codex":[0.9974847,0.000009225266,0.0004813868,0.0008194192,0.0006922156,0.0005130833],"domain_scores_gemma":[0.9982919,0.000065964,0.0004111357,0.000594051,0.0004282137,0.000208763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006508651,0.0005720757,0.9677114,0.000297378,0.0007912658,0.00003230348,0.0006934862,1.061999e-7,0.0001265843,0.00008450371,0.007879509,0.01530276],"study_design_scores_gemma":[0.01646034,0.002279366,0.9035369,0.0008447424,0.001647924,0.0000184843,0.001280537,0.0000470274,0.01186866,0.0001294426,0.06124807,0.0006385024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945658,0.0003086259,0.000007943756,0.001003282,0.0005209653,0.001006723,0.00007930727,0.0002522414,0.002255056],"genre_scores_gemma":[0.9967425,0.00005840417,0.0005053146,0.0006664874,0.0001220917,0.0001637105,0.0004105893,0.00005726594,0.001273613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06417447,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391652399","doi":"10.1302/1358-992x.2024.4.010","title":"SHORT AND TRANSVERSE VANCOUVER B1 FRACTURES AROUND A CEMENTED POLISHED TAPERED STEM: BEWARE!","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Shoulder and Clavicle Injuries","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":"Transverse plane; Forensic engineering; Geology; Orthodontics; Engineering; Structural engineering; Medicine","authors":[{"name":"M Powell-Bowns","is_ca":false},{"name":"Damien Martin","is_ca":false},{"name":"Abbey Bowley","is_ca":false},{"name":"Matthew Moran","is_ca":false},{"name":"Chloe E. H. Scott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01411720682333144,"gpt":0.3249376957402755,"spread":0.310820488916944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002308209,0.0003247538,0.000408685,0.0002463621,0.0001372555,0.0001841314,0.00009698343,0.0001920383,0.000353918],"category_scores_gemma":[0.00004339706,0.0002621161,0.0001788479,0.0004285694,0.0001924819,0.0004687067,0.00004686872,0.0004440803,0.00001750274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008537608,"about_ca_system_score_gemma":0.0001231599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003462961,"about_ca_topic_score_gemma":0.00002706016,"domain_scores_codex":[0.9980298,0.00000600125,0.0003680004,0.0005944846,0.0005470713,0.0004546539],"domain_scores_gemma":[0.9993305,0.00004230646,0.00003300863,0.0001350712,0.0001420646,0.0003170765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002846091,0.0007800842,0.2925932,0.007627845,0.002286628,0.001166298,0.02268521,8.117913e-7,0.06711213,0.005525458,0.4220136,0.1753628],"study_design_scores_gemma":[0.006357324,0.002005977,0.106851,0.00306313,0.003571877,0.001200186,0.02445027,0.001316216,0.01740507,0.002360611,0.8295705,0.001847874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803374,0.003703034,0.00008459727,0.001718726,0.0005970984,0.0005579728,0.00002176792,0.000566752,0.01241265],"genre_scores_gemma":[0.9944327,0.0002706566,0.0001715179,0.001629111,0.0005827221,0.00006913943,0.00001839207,0.00006936664,0.002756396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.407557,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415490067","doi":"10.1302/1358-992x.2025.10.024","title":"MARGINALIZATION INFLUENCES ACCESS, OUTCOMES, AND DISCHARGE DESTINATION FOLLOWING TOTAL JOINT REPLACEMENT IN CANADA'S UNIVERSAL HEALTHCARE SYSTEM","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","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":"Context (archaeology); Socioeconomic status; Joint arthroplasty; Multivariate analysis; Cohort; Health care; Arthroplasty; Multivariate statistics; Healthcare system","authors":[{"name":"Luc Rubinger","is_ca":false},{"name":"Aaron Gazendam","is_ca":false},{"name":"Timothy Wood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02474241756214024,"gpt":0.2553906774464857,"spread":0.2306482598843455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000689958,0.000144083,0.0003300935,0.0003971542,0.0001473732,0.00009220725,0.0001219279,0.00005519239,0.000007465067],"category_scores_gemma":[0.0001665577,0.0001631761,0.00004108552,0.0005016795,0.00001571596,0.0003465578,0.0001346597,0.0001251043,0.000002831289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496394,"about_ca_system_score_gemma":0.0003545247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7253527,"about_ca_topic_score_gemma":0.2387839,"domain_scores_codex":[0.99856,0.000009446036,0.0006289656,0.0003969512,0.00008557399,0.0003191292],"domain_scores_gemma":[0.9994892,0.00001875719,0.0002667867,0.00008752894,0.00004275489,0.00009496035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007193501,0.00000745768,0.6756791,0.0004975438,0.00001552715,0.0000031177,0.0001229453,0.000007370431,6.02182e-7,0.3227599,0.0002022661,0.0006969402],"study_design_scores_gemma":[0.000832536,0.00003371163,0.9845225,0.0004134863,0.000009864755,0.000002533397,0.00104308,0.003508043,0.000005439987,0.001724606,0.00769669,0.0002074629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702038,0.0008125576,0.0005070936,0.01744855,0.0005050553,0.0006292618,0.00002836647,0.00005510507,0.009810254],"genre_scores_gemma":[0.9984776,0.00007620636,0.00009754848,0.000860957,0.00002277513,0.00006462639,0.00001080266,0.000009833472,0.0003796835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4865688,"threshold_uncertainty_score":0.7751063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276065","doi":"10.1302/1358-992x.2023.10.016","title":"INTERNATIONAL FIELD TEST OF LIMB-Q KIDS: AN INTERNATIONALLY APPLICABLE PATIENT-REPORTED OUTCOME MEASURE FOR LOWER LIMB DIFFERENCES","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; BC Children's Hospital","funders":"","keywords":"Debriefing; Prom; Test (biology); Psychology; Portuguese; Delphi method; Turkish; Physical therapy; Medicine; Applied psychology; Social psychology; Computer science","authors":[{"name":"Jonathan Wright","is_ca":false},{"name":"Juergen Messner","is_ca":false},{"name":"Sarah McMahon","is_ca":false},{"name":"Louise Johnson","is_ca":false},{"name":"Patrick Foster","is_ca":false},{"name":"James A. Fernandes","is_ca":false},{"name":"Harpreet Chhina","is_ca":true},{"name":"Anne F. Klassen","is_ca":true},{"name":"Anthony Cooper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03378044501041017,"gpt":0.2980737553480636,"spread":0.2642933103376534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830041,0.0001960237,0.0003293512,0.0002227361,0.00006636599,0.00003765769,0.0001689624,0.0001349866,0.0001621938],"category_scores_gemma":[0.0009011496,0.000152245,0.0002042058,0.0002505514,0.00004524517,0.0001919215,0.00007000389,0.0001580861,0.00001542851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724329,"about_ca_system_score_gemma":0.00006386342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003650238,"about_ca_topic_score_gemma":0.000008632934,"domain_scores_codex":[0.9982628,0.000002405834,0.0005123568,0.000369611,0.0005996742,0.0002531519],"domain_scores_gemma":[0.998705,0.000138475,0.000297873,0.0001333514,0.0005628589,0.0001623988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006909487,0.0007267507,0.9680524,0.0001092968,0.0002871937,0.00002728358,0.0002428602,4.690709e-7,0.003577991,0.000291055,0.004543633,0.02145016],"study_design_scores_gemma":[0.007189523,0.01061269,0.9173695,0.0005812907,0.0006173602,0.0001664197,0.0008607418,0.002198497,0.008693369,0.00151587,0.04956778,0.0006268983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896699,0.00003808116,0.0001456735,0.002415145,0.0004931206,0.000679455,0.00005179923,0.0001788218,0.006328027],"genre_scores_gemma":[0.9961236,0.00003322624,0.0006995809,0.0004972476,0.0002672274,0.0001984925,0.0001430621,0.00003126868,0.002006306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05068281,"threshold_uncertainty_score":0.6208371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385271732","doi":"10.1302/1358-992x.2023.7.073","title":"TREATMENT AFFECTS LOAD-TO-FAILURE AND MICRODAMAGE ACCUMULATION IN HEALTHY AND OSTEOLYTIC RAT VERTEBRAE","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Management of metastatic bone disease","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 Health Network; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Zoledronic acid; Osteoporosis; Analysis of variance; Urology; Internal medicine","authors":[{"name":"Allison Tolgyesi","is_ca":true},{"name":"Christine Huang","is_ca":true},{"name":"Margarete K. Akens","is_ca":true},{"name":"Michael Hardisty","is_ca":true},{"name":"Cari Whyne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02538277866862416,"gpt":0.3032520032799903,"spread":0.2778692246113662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003920914,0.0002215106,0.0003432131,0.0004463321,0.00007229811,0.00005535005,0.00004515559,0.00006196886,0.00004243668],"category_scores_gemma":[0.0003391657,0.0001958366,0.00004428708,0.0007277005,0.00005017336,0.0001784003,0.00009646721,0.0001049726,0.00008183721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733958,"about_ca_system_score_gemma":0.0001012725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003347513,"about_ca_topic_score_gemma":0.00004320413,"domain_scores_codex":[0.9985531,0.00001339377,0.0002330359,0.0004778889,0.0003480976,0.0003744772],"domain_scores_gemma":[0.9992965,0.00006197397,0.00006890326,0.0001225853,0.00006169038,0.0003883218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002992135,0.0004906903,0.8714982,0.004029369,0.0001733018,0.0008112932,0.007009216,0.000004479201,0.01174859,0.0009457148,0.02366225,0.07663474],"study_design_scores_gemma":[0.0249583,0.004581982,0.9231972,0.0009400195,0.0006798811,0.0001779431,0.003825753,0.007815668,0.0006551018,0.0004695958,0.03198288,0.0007156568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886689,0.0002086739,0.000009460351,0.008584505,0.00006761387,0.001378294,0.000004600161,0.0001561016,0.0009218177],"genre_scores_gemma":[0.9964335,0.0002077511,0.0006547404,0.001132624,0.00006886655,0.0001662784,0.00002818258,0.00003369242,0.001274368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07591908,"threshold_uncertainty_score":0.7985983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416207399","doi":"10.1302/1358-992x.2025.13.050","title":"AN AI-ENABLED STUDY ON OSTEOSARCOPENIA PROGRESSION IN PROSTATE CANCER PATIENTS USING MUSCULOSKELETAL IMAGING BIOMARKERS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Nutrition and Health in Aging","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":"Sunnybrook Hospital","funders":"","keywords":"Sarcopenia; Prostate cancer; Osteopenia; Osteoporosis; Cancer; Lumbar; Prostate","authors":[{"name":"Shahin Tabatabaei","is_ca":true},{"name":"Theodore Ross","is_ca":true},{"name":"Gail Klein","is_ca":true},{"name":"T. Vujovic","is_ca":true},{"name":"Khaliqur Rahman","is_ca":true},{"name":"Joel Finkelstein","is_ca":true},{"name":"Cari Whyne","is_ca":true},{"name":"U. Emmenegger","is_ca":true},{"name":"Michael Hardisty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468637778395167,"gpt":0.3822830985316358,"spread":0.3675967207476842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006810895,0.0002767761,0.0004036962,0.0008102924,0.0002533175,0.00008544333,0.000127259,0.0000672,0.00004095794],"category_scores_gemma":[0.0001302391,0.0002414662,0.00007791734,0.001128524,0.00007647697,0.0004309276,0.00007481009,0.0004736039,0.000005696997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358374,"about_ca_system_score_gemma":0.0003104324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548222,"about_ca_topic_score_gemma":0.00001960145,"domain_scores_codex":[0.9976139,0.00003817346,0.0005789503,0.0006494195,0.0005356506,0.0005838853],"domain_scores_gemma":[0.9990283,0.0000186932,0.0001703488,0.0001535854,0.0003795099,0.0002495887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009269966,0.00165368,0.9670055,0.0007644903,0.00002897452,0.00004028773,0.0009220626,5.500632e-7,0.002507666,0.00003273961,0.000480541,0.02563655],"study_design_scores_gemma":[0.01415001,0.001277501,0.9709092,0.005163594,0.0001461112,0.000009425186,0.003169551,0.002505393,0.0007490197,0.0000701434,0.001504445,0.0003456393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928833,0.0002320968,0.000004098772,0.002033395,0.0003525313,0.002951679,0.000005613229,0.0001619035,0.001375333],"genre_scores_gemma":[0.9971083,0.00003399994,0.0004469262,0.001837385,0.0001032621,0.0003052382,0.00002136268,0.00004225331,0.0001012846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02529091,"threshold_uncertainty_score":0.9846706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416500497","doi":"10.1302/1358-992x.2025.14.047","title":"OUTCOMES OF ROTATOR CUFF REPAIR AND AUGMENTATION PROCEDURES: A RETROSPECTIVE ANALYSIS OF HEALING AND PATIENT REPORTS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Shoulder Injury and Treatment","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":"Rotator cuff; Retrospective cohort study; Cuff; Dash; Rotator cuff injury","authors":[{"name":"Reza Ojaghi","is_ca":false},{"name":"N. Obodai","is_ca":false},{"name":"Sarah Remedios","is_ca":false},{"name":"Ian Chi Kei Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008812562679455481,"gpt":0.2936737772208187,"spread":0.2848612145413633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001863046,0.0001348771,0.0005320286,0.0004397952,0.00005117622,0.000006461028,0.00001560168,0.00006096662,0.00001063446],"category_scores_gemma":[0.0004052965,0.00009856177,0.0001504301,0.0006821009,0.0001041099,0.00009138642,0.00003856356,0.00006114756,5.798073e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006919135,"about_ca_system_score_gemma":0.00008743894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003878726,"about_ca_topic_score_gemma":0.000009157745,"domain_scores_codex":[0.9987578,0.000005178168,0.0005074134,0.0003436471,0.0002622282,0.0001237104],"domain_scores_gemma":[0.9991998,0.00003874876,0.0003229529,0.0001013388,0.0002635558,0.00007362497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001881201,0.0001405606,0.9907656,0.0004256161,0.001978795,0.00001669697,0.001339785,1.95415e-7,0.001813033,0.0008485821,0.0001223994,0.002360643],"study_design_scores_gemma":[0.0009262419,0.0004552859,0.9744017,0.0003036573,0.004104038,0.00003344894,0.001217258,0.00004851177,0.01774864,0.0006335797,0.00005086148,0.00007682876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973206,0.0006140165,0.00003534377,0.0004431,0.00004122014,0.0004921829,0.00001086543,0.00005077813,0.0009918938],"genre_scores_gemma":[0.9985461,0.0001497,0.0009121438,0.0001756577,0.00000791048,0.00005684004,0.000006940666,0.000007691423,0.0001370503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636393,"threshold_uncertainty_score":0.4019232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415430180","doi":"10.1302/1358-992x.2025.10.040","title":"IMPACT OF ANAESTHETIC CHOICE ON TIME TO DISCHARGE FOR SAME-DAY DISCHARGE JOINTS","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Cardiac, Anesthesia and Surgical 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 Toronto; University of Ottawa","funders":"","keywords":"Joint arthroplasty; Perioperative; Arthroplasty; Joint replacement; Retrospective cohort study; Anesthetic; Orthopedic surgery; Body mass index","authors":[{"name":"Koorosh Kashanian","is_ca":true},{"name":"Simon Garceau","is_ca":true},{"name":"P. Kim","is_ca":true},{"name":"Geoffrey F. Dervin","is_ca":true},{"name":"Christopher L. Pysyk","is_ca":true},{"name":"Gregory L. Bryson","is_ca":true},{"name":"Paul E. Beaulé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01097130944578392,"gpt":0.2982828118611385,"spread":0.2873115024153546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005918535,0.0003086188,0.001080205,0.0003815566,0.00008812796,0.00003062091,0.0001532939,0.0001412544,0.0003615578],"category_scores_gemma":[0.001255558,0.0002184691,0.001062418,0.0005798298,0.00007550944,0.0001047309,0.00005129776,0.0001925129,0.0001983838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127674,"about_ca_system_score_gemma":0.0001490541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002803108,"about_ca_topic_score_gemma":6.967323e-7,"domain_scores_codex":[0.9982079,0.00001367096,0.0004493035,0.000458049,0.0003714876,0.0004995395],"domain_scores_gemma":[0.9987689,0.0003018056,0.0001190457,0.0002204558,0.0002348347,0.000354945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00147851,0.0008313438,0.9211738,0.0007848892,0.0006840267,0.0000122474,0.0006190779,0.000002222532,0.0131443,0.01260734,0.03104059,0.01762162],"study_design_scores_gemma":[0.003905274,0.001955364,0.8415685,0.0005995549,0.0007725389,0.00003762071,0.00005984695,0.0001169232,0.001410574,0.0001315126,0.1490183,0.0004240114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541076,0.0001413996,0.00008099616,0.008132462,0.0001089632,0.001633898,0.00004903401,0.0001272605,0.0356184],"genre_scores_gemma":[0.9525595,0.00002339781,0.0002817432,0.001872368,0.0002077886,0.0001744444,0.0000307698,0.00005368236,0.04479634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179777,"threshold_uncertainty_score":0.890891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388972533","doi":"10.1302/1358-992x.2023.17.032","title":"ANTIBIOTIC PROPHYLAXIS FOR ENDOPROSTHETIC REPLACEMENTS IMPLANTED FOR MUSCULOSKELETAL TUMOURS: AN INTERNATIONAL SURVEY OF PRACTICE","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Surgical site infection prevention","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":"McMaster University","funders":"","keywords":"Medicine; Dosing; Clindamycin; Antibiotic prophylaxis; Antibiotics; Regimen; Vancomycin; Surgery; Internal medicine; General surgery","authors":[{"name":"Tariq Azamgarhi","is_ca":false},{"name":"Simon Warren","is_ca":false},{"name":"Michelle Ghert","is_ca":true},{"name":"Craig Gerrand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03099026400919954,"gpt":0.3635033220878068,"spread":0.3325130580786073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254043,0.0001748678,0.0003162466,0.0003285913,0.00009297474,0.00003474316,0.0001281378,0.0001264578,0.00009864794],"category_scores_gemma":[0.006476181,0.0001584494,0.0002172136,0.0006651334,0.00006855929,0.0005154629,0.00005070741,0.0001426874,0.00001950249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008219164,"about_ca_system_score_gemma":0.00008941617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007407767,"about_ca_topic_score_gemma":0.000006385287,"domain_scores_codex":[0.9981804,0.00003084499,0.0005222766,0.0004655588,0.0004726048,0.0003283012],"domain_scores_gemma":[0.9974903,0.0003610218,0.0003858223,0.000138838,0.001472948,0.0001509938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007341009,0.001438902,0.871502,0.001617451,0.0004627278,0.00001775698,0.0004160943,0.000003541071,0.03636219,0.001050975,0.001782708,0.0780046],"study_design_scores_gemma":[0.01029583,0.007921314,0.950962,0.0004928444,0.0004300881,0.0005571244,0.0004654517,0.002994081,0.009786499,0.0002438129,0.01542866,0.0004223068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948012,0.0000169633,0.0006933845,0.0003870197,0.0005905022,0.002122291,0.0001444877,0.000230762,0.001013353],"genre_scores_gemma":[0.9965328,0.00004090816,0.001297889,0.00008317907,0.0002015392,0.0001763589,0.0009193868,0.00004638526,0.0007015279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07945995,"threshold_uncertainty_score":0.7753062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401685165","doi":"10.1302/1358-992x.2024.16.047","title":"INTRAOPERATIVE FEMORAL FRACTURE DURING UNCEMENTED TOTAL HIP ARTHROPLASTY: DOES THE STEM LENGTH MATTER?","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","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":"McGill University; Jewish General Hospital","funders":"","keywords":"Total hip arthroplasty; Medicine; Femoral fracture; Surgery; Femur","authors":[{"name":"Dimitris Dimitriou","is_ca":true},{"name":"Ibrahim S Almazrua","is_ca":true},{"name":"M. Alhasson","is_ca":true},{"name":"Peter Staunton","is_ca":true},{"name":"D. J. Zukor","is_ca":true},{"name":"O. Huk","is_ca":true},{"name":"John Antoniou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009000996694986173,"gpt":0.2382176908920071,"spread":0.229216694197021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003523239,0.0005130424,0.0004793603,0.0002136004,0.0005260004,0.0003705844,0.0001403366,0.0001919407,0.001860777],"category_scores_gemma":[0.00004339074,0.0002676074,0.0002719448,0.0005259472,0.0003426826,0.0005592114,0.0001570097,0.001033099,0.0005918743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289468,"about_ca_system_score_gemma":0.0002006546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001725799,"about_ca_topic_score_gemma":0.000006538458,"domain_scores_codex":[0.9970985,0.00002258555,0.0005481857,0.0007780374,0.0007782064,0.000774497],"domain_scores_gemma":[0.9990972,0.00007224925,0.0001176457,0.0002287331,0.000175221,0.0003089287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001809344,0.000688553,0.7053281,0.004281783,0.002183946,0.002614097,0.01593393,0.00001775159,0.01908305,0.002831229,0.09849513,0.1467331],"study_design_scores_gemma":[0.009472122,0.002062153,0.437825,0.005686513,0.001585612,0.01874084,0.02075261,0.003416642,0.01653487,0.0001842938,0.4811529,0.002586407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822218,0.001015904,0.00009356146,0.009750223,0.001488838,0.0008701287,0.00005587392,0.0004940137,0.004009674],"genre_scores_gemma":[0.9815439,0.0002384527,0.0001063209,0.00171139,0.001701686,0.00009751674,0.0000333391,0.00009458324,0.01447279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3826578,"threshold_uncertainty_score":0.9999776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390510757","doi":"10.1302/1358-992x.2024.2.072","title":"MULTILINEAGE DIFFERENTIATION OF C2C12 CELLS AND MONOCYTES IN VITRO WITHIN A 6-BROMOINDIRUBIN-3’-OXIME-INCORPORATED CHITOSAN-BASED SCAFFOLD FOR ENHANCED BONE REGENERATION","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Biochemical and Molecular Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Shriners Hospitals for Children - Canada; McGill University","funders":"","keywords":"Osteocalcin; C2C12; Cell biology; Cellular differentiation; Osteopontin; Scaffold; Osteoblast; Viability assay; Alkaline phosphatase; Bone healing; Chemistry; In vitro; Biology; Biochemistry; Biomedical engineering; Immunology; Anatomy; Myocyte; Medicine","authors":[{"name":"Celine J. Agnes","is_ca":true},{"name":"Monzur Murshed","is_ca":true},{"name":"Bettina M. Willie","is_ca":true},{"name":"Maryam Tabrizian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.010074858150805,"gpt":0.2506371346356356,"spread":0.2405622764848306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536626,0.0001815721,0.0002023948,0.0001497434,0.00004253662,0.00005100092,0.00009149956,0.0002149012,0.000002653309],"category_scores_gemma":[0.0001236362,0.0001644517,0.00009786167,0.000250743,0.00009139211,0.00001182326,0.00004573908,0.0001160512,8.434856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001362508,"about_ca_system_score_gemma":0.00009856981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181692,"about_ca_topic_score_gemma":0.000007144636,"domain_scores_codex":[0.9987344,0.00001440171,0.000341852,0.0004905764,0.0001851985,0.0002335973],"domain_scores_gemma":[0.9995785,0.00001759201,0.0001070111,0.00009687085,0.0001106637,0.00008932033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004621194,0.00008118991,0.0001970004,0.0004707729,0.00002828347,0.000002049736,0.00005817506,0.00001056745,0.996358,0.00006445145,0.00008468849,0.0021827],"study_design_scores_gemma":[0.001010259,0.0002419087,0.0001246977,0.0001207661,0.00002645469,0.000003352843,0.00002813263,0.01699546,0.9810976,0.0000800547,0.0001013454,0.00016991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920642,0.001275491,0.005735361,0.000140144,0.00008049137,0.0005503017,0.00004563194,0.00002694553,0.0000813908],"genre_scores_gemma":[0.9960685,0.00008037265,0.003026878,0.00004972217,0.0001168156,0.000141508,0.0003533827,0.00003281294,0.0001300508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698489,"threshold_uncertainty_score":0.6706146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385271959","doi":"10.1302/1358-992x.2023.7.018","title":"AN AUTOMATED, WEB-BASED TRIAGE TOOL MAY OPTIMIZE REFERRAL PATHWAYS IN ELECTIVE ORTHOPAEDIC SURGERY: A PROOF OF CONCEPT STUDY","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Ultrasound in Clinical Applications","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 Toronto","funders":"","keywords":"Triage; Medicine; Referral; Medical diagnosis; Magnetic resonance imaging; Knee pain; Orthopedic surgery; Arthroscopy; Physical therapy; Radiology; Emergency medicine; Surgery; Osteoarthritis; Pathology; Family medicine","authors":[{"name":"Alexandra Stanley","is_ca":false},{"name":"Gareth G. Jones","is_ca":false},{"name":"Thomas C. Edwards","is_ca":false},{"name":"Johnathan R. Lex","is_ca":true},{"name":"Martin Jaere","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05677514655517927,"gpt":0.3477860019802168,"spread":0.2910108554250375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00322846,0.000451164,0.001252964,0.0008791204,0.0001373158,0.0000481849,0.0003488249,0.0003394725,0.000213893],"category_scores_gemma":[0.003797617,0.0004047668,0.0004152726,0.00404317,0.0003542745,0.0003498197,0.00008302538,0.0008002669,0.00004005797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125678,"about_ca_system_score_gemma":0.001116835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006509866,"about_ca_topic_score_gemma":0.00003047664,"domain_scores_codex":[0.9952996,0.0001065985,0.001672538,0.001062642,0.00105159,0.0008069961],"domain_scores_gemma":[0.9966397,0.001219452,0.0005869615,0.0005242838,0.0006563811,0.0003732694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736899,0.004971754,0.9688378,0.000374318,0.0001803383,0.0001116399,0.002140282,0.00009197707,0.007206368,0.0004220391,0.007820209,0.006106373],"study_design_scores_gemma":[0.02843026,0.008006733,0.8822625,0.001151709,0.0007532418,0.00009825858,0.007083706,0.06024528,0.007521566,0.0007665289,0.00221789,0.001462374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923288,0.00004879841,0.00007492778,0.0007503424,0.0001587998,0.003551309,0.00008389855,0.001687772,0.001315379],"genre_scores_gemma":[0.9960452,0.0000245733,0.001287591,0.0003640275,0.0002361743,0.001490925,0.0002319874,0.0001095022,0.0002100376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08657534,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416211057","doi":"10.1302/1358-992x.2025.13.023","title":"REDUCTION IN DISPENSED OPIOIDS AND CHRONIC POSTOPERATIVE OPIOID USE IN OUTPATIENT ORTHOPAEDIC PATIENTS: A POPULATION-BASED STUDY OF THE IMPLEMENTATION OF AN INSTITUTIONAL PROTOCOL","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Opioid Use Disorder Treatment","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":"Medical prescription; Opioid; Perioperative; Intervention (counseling); Outpatient surgery; Oxycodone; Protocol (science); Orthopedic surgery; MEDLINE","authors":[{"name":"Riley Hemstock","is_ca":false},{"name":"Sheila McRae","is_ca":false},{"name":"Ian Laxdal","is_ca":false},{"name":"Thomas C. Mutter","is_ca":false},{"name":"Kevin J. Friesen","is_ca":false},{"name":"Heather J. Prior","is_ca":false},{"name":"Jason Old","is_ca":false},{"name":"Gregory Stranges","is_ca":false},{"name":"Devin B. Lemmex","is_ca":false},{"name":"John Dubberley","is_ca":false},{"name":"Jon N. Marsh","is_ca":false},{"name":"Robert Longstaffe","is_ca":false},{"name":"Peter B. MacDonald","is_ca":false},{"name":"Jarret M. Woodmass","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01055893750757089,"gpt":0.3031542494703634,"spread":0.2925953119627925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002313912,0.000209248,0.0003460596,0.0005016327,0.0000884902,0.00001879135,0.00008471095,0.00008076165,0.00001662497],"category_scores_gemma":[0.0001434764,0.000159724,0.00006271579,0.0009231807,0.00008357213,0.0003934604,0.00006507573,0.0001971299,1.840639e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005822674,"about_ca_system_score_gemma":0.0006515268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662522,"about_ca_topic_score_gemma":0.002335632,"domain_scores_codex":[0.9980748,0.00005598465,0.0007960607,0.0004041341,0.0004722213,0.0001967562],"domain_scores_gemma":[0.9991164,0.00002345486,0.0003004161,0.0001706582,0.0003350283,0.00005409725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005312305,0.003134812,0.9862971,0.0004311079,0.00003185504,0.000001225989,0.004359407,0.00004608075,0.0003746016,0.0002326727,0.000006199184,0.004553752],"study_design_scores_gemma":[0.01580421,0.002640331,0.9747607,0.0006495093,0.00007527055,0.000001225982,0.004616359,0.0003779459,0.0009136684,0.00003417546,0.00002470853,0.0001019684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524979,0.00001330748,0.00000322075,0.0001369738,0.00008321969,0.04719991,0.00001865105,0.00001632851,0.0000304778],"genre_scores_gemma":[0.982757,0.000002183908,0.0001350297,0.000052145,0.00001487232,0.01691151,0.00009803627,0.00001376499,0.00001546266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03028839,"threshold_uncertainty_score":0.6513354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415439208","doi":"10.1302/1358-992x.2025.10.104","title":"HAS THE PROFHER TRIAL INFLUENCED THE PRACTICE PATTERNS OF ORTHOPAEDIC SURGEONS TREATING PROXIMAL HUMERUS FRACTURES IN NORTH AMERICA?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Proximal humerus; Orthopedic surgery; Arthroplasty; Humerus; Humerus fracture; Shoulder Fracture; Generalizability theory","authors":[{"name":"Ujash Sheth","is_ca":true},{"name":"Jimmy Tat","is_ca":true},{"name":"D. Thiruchelvam","is_ca":true},{"name":"Marie Paterson","is_ca":true},{"name":"Diane Nam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01818518160303891,"gpt":0.3154287427607695,"spread":0.2972435611577307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009101844,0.000379386,0.000595366,0.000269497,0.0003779903,0.00009052755,0.0003139409,0.0001541696,0.00009571682],"category_scores_gemma":[0.002482002,0.0002042243,0.0003109899,0.001428984,0.0003915057,0.000311864,0.0001409678,0.0008369346,0.000007532968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149011,"about_ca_system_score_gemma":0.0005777833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008509952,"about_ca_topic_score_gemma":0.0003429056,"domain_scores_codex":[0.9971995,0.00009264186,0.0008960086,0.0005388411,0.0007330326,0.0005400295],"domain_scores_gemma":[0.997795,0.0007634793,0.0005750962,0.000385898,0.0003701707,0.0001102975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01469338,0.0009524516,0.9427583,0.000247802,0.0004267869,0.00006597109,0.004810947,0.000006066116,0.0002472234,0.0002644134,0.0008957097,0.03463091],"study_design_scores_gemma":[0.03897743,0.002160765,0.8939175,0.0007223072,0.002301261,0.0001088754,0.0107714,0.0001161701,0.003488224,0.000149392,0.0468458,0.0004408961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763115,0.0005467843,0.00003219777,0.0136771,0.0002505136,0.003028772,0.00001638251,0.000093463,0.006043298],"genre_scores_gemma":[0.9952514,0.0001402438,0.0001693256,0.002716828,0.0002141055,0.0008421594,0.00002505863,0.00003319892,0.0006077026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04884085,"threshold_uncertainty_score":0.8328026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416500291","doi":"10.1302/1358-992x.2025.14.031","title":"CLINICAL OUTCOMES AFTER INDIRECT DECOMPRESSION THROUGH ANTERIOR APPROACHES VERSUS DIRECT DECOMPRESSION WITH POSTERIOR APPROACHES IN LUMBAR INTERBODY FUSION: A PROPENSITY-MATCHED ANALYSIS USING DATA FROM THE CANADIAN SPINE OUTCOMES AND RESEARCH NETWORK","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Spine and Intervertebral Disc Pathology","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":"Oswestry Disability Index; Decompression; Propensity score matching; Cohort; Observational study; Degenerative disc disease; Cohort study; Logistic regression","authors":[{"name":"Ramtin Hakimjavadi","is_ca":false},{"name":"Abdullah AlDuwaisan","is_ca":false},{"name":"Tinghua Zhang","is_ca":false},{"name":"Z. De Vries","is_ca":false},{"name":"Stephen Kingwell","is_ca":false},{"name":"A. Stratton","is_ca":false},{"name":"Eve C. Tsai","is_ca":false},{"name":"Eugene K. Wai","is_ca":false},{"name":"Zhonghua Wang","is_ca":false},{"name":"Phillipe Phan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2285048947975746,"gpt":0.4044023046534557,"spread":0.1758974098558811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002554292,0.0004681134,0.001675348,0.0005664839,0.0004625428,0.0002155623,0.000711824,0.0003763728,0.00007696324],"category_scores_gemma":[0.000896251,0.0002681557,0.0002642607,0.0017859,0.0007000564,0.0005482848,0.001711944,0.001132654,0.000005280848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891028,"about_ca_system_score_gemma":0.000442807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01770703,"about_ca_topic_score_gemma":0.1404853,"domain_scores_codex":[0.9958805,0.0002802947,0.0009810755,0.001393476,0.0005696847,0.0008948976],"domain_scores_gemma":[0.9982232,0.0001562011,0.0002451075,0.0008834687,0.0001939645,0.0002980334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009276858,0.0001769849,0.9908531,0.0001003938,0.001026488,0.0001312258,0.0009322768,0.000002098445,0.00009663248,0.000009910679,0.0004914688,0.005251704],"study_design_scores_gemma":[0.003314737,0.000333845,0.9852704,0.001573958,0.001245913,0.00002572425,0.001322729,0.006242901,0.00003145545,0.00002905837,0.0003247134,0.0002844974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916401,0.001772053,0.00008368339,0.003056234,0.0002903703,0.001298003,0.00003786142,0.00006672935,0.001754974],"genre_scores_gemma":[0.9923124,0.0001578617,0.005631317,0.001170098,0.0001874229,0.0001210736,0.00015863,0.00004323076,0.0002179881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227782,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276009","doi":"10.1302/1358-992x.2023.11.003","title":"ACETABULAR SECTOR ANGLES IN ASYMPTOMATIC AND DYSPLASTIC HIPS: DEFINING THRESHOLDS FOR DYSPLASIA","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip disorders and treatments","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":"Ottawa Hospital","funders":"","keywords":"Medicine; Asymptomatic; Dysplasia; Radiography; Pelvis; Hip dysplasia; Receiver operating characteristic; Osteoarthritis; Acetabulum; Femoral head; Osteotomy; Nuclear medicine; Radiology; Surgery; Internal medicine; Pathology","authors":[{"name":"Jeroen Verhaegen","is_ca":true},{"name":"Zach Devries","is_ca":true},{"name":"Isabel Horton","is_ca":true},{"name":"Pablo A. Slullitel","is_ca":false},{"name":"Kawan Rakhra","is_ca":true},{"name":"Paul E. Beaulé","is_ca":true},{"name":"George Grammatopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01837755556659989,"gpt":0.2712217349056463,"spread":0.2528441793390465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876908,0.0002313378,0.0003917782,0.0003744681,0.0001138586,0.00004313929,0.00006372695,0.000130876,0.0000306993],"category_scores_gemma":[0.0003673173,0.0001987971,0.00008226428,0.0006304822,0.00007239421,0.0001577254,0.00005277112,0.0001443397,0.00006161722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005454694,"about_ca_system_score_gemma":0.00006942319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010719,"about_ca_topic_score_gemma":0.00001924061,"domain_scores_codex":[0.9985507,0.00000428184,0.0002981412,0.0004063081,0.000259159,0.0004814637],"domain_scores_gemma":[0.9994693,0.0001151505,0.00008092163,0.00008842233,0.00007138904,0.0001747624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001682868,0.0001247935,0.9877515,0.0009436373,0.0001042903,0.00007544911,0.001422939,0.000001267369,0.0009424537,0.001549357,0.001630029,0.005286034],"study_design_scores_gemma":[0.02013348,0.002206197,0.9466872,0.002520537,0.0007564024,0.0005256865,0.003367225,0.01125044,0.0007104886,0.005324904,0.005651937,0.0008655105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956952,0.0007390244,0.00002955967,0.0006466587,0.0001024483,0.0008069303,0.00001377535,0.000238346,0.001728003],"genre_scores_gemma":[0.9977551,0.0001826669,0.0009262687,0.000170122,0.00006614618,0.0003127416,0.00005332068,0.0000554348,0.0004782347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04106427,"threshold_uncertainty_score":0.8106709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319966076","doi":"10.1302/1358-992x.2023.2.014","title":"LONG-TERM RESULTS OF A NEW ROTATING HINGE KNEE IMPLANT: A MINIMUM SEVEN-YEAR FOLLOW-UP","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Total Knee Arthroplasty Outcomes","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; Prosthesis; Prothesis; Surgery; WOMAC; Osteoarthritis; Range of motion; Arthroplasty; Implant; Orthopedic surgery; Cumulative incidence; Transplantation","authors":[{"name":"Klemens Vertesich","is_ca":false},{"name":"Kevin Staats","is_ca":false},{"name":"Ch. Böhler","is_ca":false},{"name":"Richard Koza","is_ca":false},{"name":"Richard Lass","is_ca":false},{"name":"A. Giurea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02231376454806976,"gpt":0.2743929222847137,"spread":0.252079157736644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006080678,0.0003576228,0.0006967502,0.0004830584,0.0001251834,0.00004404901,0.0001894906,0.0001904271,0.00008767856],"category_scores_gemma":[0.001555488,0.0003258337,0.0003371361,0.001218987,0.0001150176,0.0003135904,0.0002341881,0.0003867671,0.0003580786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006255957,"about_ca_system_score_gemma":0.000275752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007196372,"about_ca_topic_score_gemma":0.00004106876,"domain_scores_codex":[0.9969431,0.000009690434,0.0008525496,0.0006221154,0.0008194605,0.0007531011],"domain_scores_gemma":[0.998482,0.0001491018,0.0004116643,0.0002692048,0.0002253791,0.0004626235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002384178,0.0001098129,0.8719171,0.001136038,0.0002608881,0.0003778622,0.0111003,8.18332e-7,0.009043276,0.000219703,0.05981759,0.0436324],"study_design_scores_gemma":[0.03184995,0.00229591,0.9459956,0.002675721,0.0004626043,0.001212974,0.002702344,0.0003537957,0.003409895,0.0001991393,0.008017251,0.0008247547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919522,0.0001145873,0.00001532907,0.001780879,0.0006597996,0.0006958022,0.00004635241,0.0005978965,0.004137092],"genre_scores_gemma":[0.9786791,0.00005230093,0.001076147,0.0002488748,0.00053111,0.00003151102,0.0000738638,0.00009467472,0.01921241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07407853,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276180","doi":"10.1302/1358-992x.2023.9.002","title":"THE CONTRALATERAL LIMB IS NOT AN ADEQUATE REHABILITATION GOAL FOR ASSESSING MUSCLE FUNCTION IN AN ANTERIOR CRUCIATE LIGAMENT-INJURED PAEDIATRIC POPULATION","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","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":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Hamstring; Medicine; Anterior cruciate ligament; Physical medicine and rehabilitation; Physical therapy; Rehabilitation; Hamstring muscles; Population; Athletes; Surgery","authors":[{"name":"Barb Miller","is_ca":true},{"name":"Joana Hornestam","is_ca":true},{"name":"Sasha Carsen","is_ca":true},{"name":"Daniel L. Benoit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01475292474226645,"gpt":0.3062507309072379,"spread":0.2914978061649715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138557,0.0002077074,0.0003844918,0.0005216255,0.0003796587,0.0002441474,0.00009376384,0.0001998473,0.00001549472],"category_scores_gemma":[0.0002819952,0.0001609045,0.0002122361,0.0006605725,0.00008944653,0.001127947,0.00002982522,0.0002308198,0.000005663215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452856,"about_ca_system_score_gemma":0.00006026174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006985565,"about_ca_topic_score_gemma":0.0000263922,"domain_scores_codex":[0.997899,0.00002834643,0.0008463872,0.0004650088,0.0003160548,0.0004452285],"domain_scores_gemma":[0.9989153,0.00009819977,0.0003823006,0.0001517707,0.0002993559,0.0001531284],"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":[0.001145955,0.00009413043,0.3018817,0.0002336387,0.00002488904,0.00000236171,0.001587764,8.997535e-7,0.01569116,0.000200632,0.0003266238,0.6788102],"study_design_scores_gemma":[0.001748686,0.002341808,0.9835663,0.0004654017,0.000098498,0.00001485046,0.003098107,0.00496063,0.0007815772,0.001892915,0.0007945239,0.0002366972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949365,0.0001743245,0.0001376797,0.002261185,0.000724153,0.001199099,0.0000113784,0.000509829,0.00004583875],"genre_scores_gemma":[0.9968919,0.0002464594,0.001257737,0.0003284642,0.0006178036,0.0003679072,0.00003858837,0.00004780322,0.0002033333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6816846,"threshold_uncertainty_score":0.6561495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415438825","doi":"10.1302/1358-992x.2025.10.133","title":"VARIATION IN EARLY MAJOR COMPLICATION RATES FOLLOWING TOTAL HIP ARTHROPLASTY BETWEEN HOSPITALS IN ONTARIO: A POPULATION-BASED STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","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":"Complication; Logistic regression; Retrospective cohort study; Arthroplasty; Cohort; Total hip arthroplasty; Cohort study; Osteoarthritis","authors":[{"name":"David W. Pincus","is_ca":false},{"name":"Jeffrey D. Gollish","is_ca":false},{"name":"Bheeshma Ravi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01250296378827848,"gpt":0.2669109354967886,"spread":0.2544079717085101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007573601,0.000325492,0.0006323278,0.0007738437,0.000157179,0.00009070228,0.00009265762,0.0001812243,0.00006736164],"category_scores_gemma":[0.0002341513,0.0003132907,0.0001579376,0.001002495,0.00003042855,0.0004020996,0.00006120234,0.0005444298,0.00001992788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005064807,"about_ca_system_score_gemma":0.0003969892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02157636,"about_ca_topic_score_gemma":0.01277943,"domain_scores_codex":[0.9974204,0.00002776941,0.0008801872,0.000667039,0.0005116041,0.0004930272],"domain_scores_gemma":[0.999229,0.0001113196,0.0002166508,0.0001873193,0.0001189995,0.0001366687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541121,0.0004456405,0.9949436,0.00006976655,0.00006710162,0.00003448135,0.0009928478,0.00000656215,0.0001308307,0.0001377326,0.00003422721,0.002983144],"study_design_scores_gemma":[0.006416516,0.0004745568,0.9913595,0.0005335959,0.0001437217,0.000005855669,0.0002905136,0.000229901,0.0000202827,0.0001347767,0.0001321706,0.0002585634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956629,0.00004161504,0.0001279664,0.0005244742,0.0003256272,0.001955164,0.000006987587,0.0001174371,0.001237807],"genre_scores_gemma":[0.9984875,0.000001274522,0.0003971086,0.0001800616,0.00009845648,0.0002071835,0.00008835871,0.00003063161,0.0005094234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008796928,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416221510","doi":"10.1302/1358-992x.2025.13.109","title":"REDUCING OEDEMA, HOSPITAL STAYS, AND READMISSION IN THE ORTHOPAEDIC POPULATION","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Diagnosis and Treatment of Venous Diseases","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":"Ankle; Edema; Population; Emergency department; Orthopedic surgery; Complication; Arthroplasty","authors":[{"name":"Dorace Ramage","is_ca":false},{"name":"Colin F. Burrows","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008509104848224052,"gpt":0.2690151785633765,"spread":0.2605060737151524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004057564,0.0001976291,0.000273939,0.0002558843,0.00017746,0.00008122766,0.00008689757,0.00009509752,0.0000319613],"category_scores_gemma":[0.0004729016,0.0001326448,0.0001102252,0.0005112223,0.00006399926,0.000215195,0.00005176961,0.000192679,0.000004708555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008247819,"about_ca_system_score_gemma":0.00009419231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673558,"about_ca_topic_score_gemma":0.000009686514,"domain_scores_codex":[0.9986182,0.00001414336,0.0003180146,0.0003990759,0.0003634282,0.0002871133],"domain_scores_gemma":[0.9994759,0.00007584998,0.00009730496,0.0001366838,0.00008409299,0.0001301897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001025131,0.001630421,0.9533018,0.0002864485,0.00004156462,0.00005287888,0.000605201,2.693019e-7,0.00005398559,0.002875389,0.005846974,0.03520254],"study_design_scores_gemma":[0.001845898,0.000933325,0.9881448,0.001333852,0.0002621539,0.00003838268,0.001186262,0.00007972003,0.00006095162,0.0009652901,0.005003154,0.0001462544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775171,0.00241954,0.000003969057,0.009136119,0.0001263866,0.0007313569,0.000003942035,0.00008398401,0.009977559],"genre_scores_gemma":[0.9973363,0.000660806,0.0001610292,0.0009819756,0.0001253891,0.000110698,0.00004423287,0.00001668635,0.0005629027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03505629,"threshold_uncertainty_score":0.5409098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417490338","doi":"10.1302/1358-992x.2025.17.008","title":"A COMPARISON OF PROSPECTIVE OUTCOMES OF INFINITY TOTAL ANKLE ARTHROPLASTY VERSUS ANKLE FUSION","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Foot and Ankle Surgery","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":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Ankle; Ankle replacement; Prospective cohort study; Osteoarthritis; Arthroplasty; Ankle arthrodesis; Cohort","authors":[{"name":"J. H. STEYN","is_ca":true},{"name":"Alastair Younger","is_ca":true},{"name":"Hong Qion","is_ca":true},{"name":"Hubert Wong","is_ca":true},{"name":"Andrea Veljkovic","is_ca":true},{"name":"Kevin Wing","is_ca":true},{"name":"M Penne","is_ca":true},{"name":"Oliver Gagné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02341423278324544,"gpt":0.3181029671658608,"spread":0.2946887343826153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000311163,0.0002150942,0.0008420541,0.0003063602,0.00008008594,0.00001009708,0.00007546592,0.0001509213,0.0001175616],"category_scores_gemma":[0.0008292486,0.0001799496,0.0002724601,0.0007443546,0.000270527,0.0001418473,0.0001432936,0.0002917497,0.000007601936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005876457,"about_ca_system_score_gemma":0.0002319556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004162052,"about_ca_topic_score_gemma":0.00001010757,"domain_scores_codex":[0.9983206,0.000008032347,0.0006271187,0.0003117637,0.0004530009,0.0002794983],"domain_scores_gemma":[0.9988275,0.000109731,0.0003104227,0.0001499708,0.0004967819,0.0001055564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001498099,0.0006056565,0.9785168,0.0005188675,0.0001752774,0.000002775651,0.0006226102,5.353038e-7,0.005742625,0.002108452,0.003300495,0.006907877],"study_design_scores_gemma":[0.004507454,0.0009519361,0.9722894,0.0004790985,0.0002202088,0.000006834192,0.001425719,0.0001450975,0.0167729,0.0001764774,0.002856392,0.0001684592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588479,0.0003325302,0.00001885797,0.0004413569,0.0006098091,0.0004787486,0.00001191366,0.00008380076,0.0391751],"genre_scores_gemma":[0.9977348,0.00003216316,0.0003262789,0.00005001257,0.0000734362,0.00002464563,0.00001220328,0.000015751,0.001730649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03888698,"threshold_uncertainty_score":0.733813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414065886","doi":"10.1302/1358-992x.2025.6.006","title":"WEARABLE SENSOR MONITORING OF WALKING ON DIFFERENT SURFACES AS A DIGITAL OUTCOME: DEEP LEARNING MODEL PERFORMANCE WITH SENSOR AND CLASS REDUCTION","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Diabetic Foot Ulcer Assessment and Management","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":"McGill University","funders":"","keywords":"Inertial measurement unit; Stairs; Accelerometer; Wearable computer; Usability; Normalization (sociology); Gait; Deep learning","authors":[{"name":"Oussama Jlassi","is_ca":true},{"name":"Christophe Ley","is_ca":false},{"name":"Philippe C. Dixon","is_ca":true},{"name":"Bernd Grimm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214316517130204,"gpt":0.2586018718161339,"spread":0.2464587066448318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000184146,0.0002274909,0.0003640567,0.0002433309,0.000132635,0.00009074884,0.00005839722,0.00006764734,0.00000560257],"category_scores_gemma":[0.00006511703,0.0001745852,0.00005661959,0.00025323,0.00009011463,0.0002754971,0.00007701255,0.0003020381,0.000002870808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008861337,"about_ca_system_score_gemma":0.0000324277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004362178,"about_ca_topic_score_gemma":1.840975e-7,"domain_scores_codex":[0.9986035,0.0000046016,0.0003038805,0.0003632218,0.0004244073,0.0003003906],"domain_scores_gemma":[0.9994889,0.00002510824,0.0001505241,0.00009515174,0.0001479305,0.00009240295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005115778,0.0001557317,0.9362475,0.001287347,0.0001677173,0.000004265048,0.0005915331,0.0005245475,0.00360861,0.0003961175,0.00002913369,0.05647591],"study_design_scores_gemma":[0.00803629,0.004207753,0.795863,0.00748829,0.001187087,0.00008977557,0.01832577,0.138732,0.02344573,0.0002161063,0.001466069,0.0009420631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780445,0.000102668,0.0001267723,0.00048134,0.0001204123,0.0003988298,5.324949e-7,0.0001117066,0.02061328],"genre_scores_gemma":[0.988663,0.0002437132,0.0009248502,0.00002831164,0.00005918412,0.00003002741,0.000002891307,0.00002528926,0.0100228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403845,"threshold_uncertainty_score":0.7119377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415438875","doi":"10.1302/1358-992x.2025.10.150","title":"NOVEL VARUS STRESS CT SCAN FOR ELBOW STABILITY ASSESSMENT IN ISOLATED CORONOID FRACTURES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Elbow and Forearm Trauma Treatment","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":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"Elbow; Subluxation; Coronal plane; Sagittal plane; Facet (psychology); Forearm; Computed tomography","authors":[{"name":"V. Drapeau-Zgoralski","is_ca":true},{"name":"Min-Ho Woo","is_ca":true},{"name":"Tricia A. Murray","is_ca":true},{"name":"Z Glaris","is_ca":true},{"name":"Armin Badre","is_ca":true},{"name":"Thomas J. Goetz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01784344061535113,"gpt":0.3152465433342327,"spread":0.2974031027188816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004390637,0.0003211269,0.0005363011,0.0002702752,0.0001295134,0.00005176031,0.0001414785,0.0001286421,0.0001173909],"category_scores_gemma":[0.0001457622,0.0002667086,0.0002026157,0.0004655827,0.0001090787,0.0001595894,0.00006468774,0.0004201107,0.000003038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097063,"about_ca_system_score_gemma":0.0004588433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639683,"about_ca_topic_score_gemma":0.0001861324,"domain_scores_codex":[0.9980097,0.000006531639,0.0005158604,0.0006191542,0.000317886,0.0005308233],"domain_scores_gemma":[0.9991071,0.00009438385,0.0001345703,0.0002121982,0.0002655642,0.000186225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008886212,0.001879986,0.9618697,0.0009139443,0.0002406724,0.00002462051,0.0004466736,0.000003296771,0.006669938,0.003537561,0.001053126,0.02247191],"study_design_scores_gemma":[0.0118293,0.001217868,0.962834,0.000956576,0.0004248813,0.00005664662,0.001197612,0.002647205,0.01053927,0.0009388511,0.006948175,0.0004096329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765827,0.0003889988,0.002584098,0.00216244,0.0002392128,0.002047435,0.00009299548,0.0001782857,0.0157238],"genre_scores_gemma":[0.9945758,0.00005825298,0.003405707,0.0005716931,0.00009708754,0.0004059557,0.0001164702,0.00003228446,0.0007367245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02206228,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416500185","doi":"10.1302/1358-992x.2025.14.032","title":"REVISION LUMBAR FUSIONS EXHIBIT WORSE CLINICAL OUTCOMES WHEN COMPARED WITH PRIMARY FUSIONS: A MATCHED COHORT ANALYSIS USING THE CANADIAN SPINE OUTCOMES AND RESEARCH NETWORK REGISTRY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Spine and Intervertebral Disc Pathology","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":"Lumbar; Confounding; Lumbar spinal stenosis; Propensity score matching; Concomitant; Cohort; Lumbar spine; Cohort study","authors":[{"name":"A. Al Duwaisan","is_ca":false},{"name":"Ramtin Hakimjavadi","is_ca":false},{"name":"Tinghua Zhang","is_ca":false},{"name":"Kevin Phan","is_ca":false},{"name":"A. Stratton","is_ca":false},{"name":"Eve C. Tsai","is_ca":false},{"name":"Stephen Kingwell","is_ca":false},{"name":"Eugene K. Wai","is_ca":false},{"name":"Philippe Phan","is_ca":false},{"name":"CSORN Investigators","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06044091840646151,"gpt":0.3831554867443748,"spread":0.3227145683379132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003616863,0.0003544099,0.001370637,0.0007601964,0.001033576,0.0001500523,0.0003686526,0.0003281078,0.0002016017],"category_scores_gemma":[0.001471768,0.0002132684,0.0004414548,0.002319569,0.0007984437,0.0001714477,0.0004727777,0.001222417,0.00001032923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958107,"about_ca_system_score_gemma":0.001025045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01386381,"about_ca_topic_score_gemma":0.03208463,"domain_scores_codex":[0.9963892,0.0001239017,0.000983244,0.0008516596,0.0007368755,0.0009150842],"domain_scores_gemma":[0.9977323,0.0000925828,0.0002489134,0.0006143758,0.0007534689,0.0005583359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006213737,0.00009543826,0.9750912,0.0001279761,0.0009843439,0.00008748596,0.0002507385,0.000002293582,0.00007842582,0.000497075,0.02121422,0.001508657],"study_design_scores_gemma":[0.001488392,0.000217342,0.9897724,0.0008033178,0.00215703,0.00007192352,0.0007732899,0.0009026674,0.000002812006,0.0001599214,0.003437163,0.0002137855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770555,0.0009880271,0.0002106994,0.01325647,0.0001602526,0.001267137,0.000009747487,0.00009656151,0.006955638],"genre_scores_gemma":[0.9805253,0.0004822739,0.006007899,0.006921435,0.0002158282,0.00007158965,0.00007264323,0.00003803066,0.005665064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01822082,"threshold_uncertainty_score":0.992703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}