{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":20,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":20,"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":"44c777d1d304","filters":{"venue":"Prosthesis"}},"results":[{"id":"W4386051217","doi":"10.3390/prosthesis5030055","title":"Fretting Wear and Corrosion-Related Risk Factors in Total Hip Replacement: A Literature Review on Implant Retrieval Studies and National Joint Replacement Registry Reports","year":2023,"lang":"en","type":"review","venue":"Prosthesis","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Fretting; Implant; Implant failure; Joint replacement; Medicine; Corrosion; Joint (building); Total hip replacement; Materials science; Surgery; Metallurgy; Engineering; Arthroplasty; Structural engineering","authors":[{"name":"Khashayar Ghadirinejad","is_ca":false},{"name":"Christopher Day","is_ca":true},{"name":"Roohollah Milimonfared","is_ca":false},{"name":"Mark Taylor","is_ca":false},{"name":"Lucian B. Solomon","is_ca":false},{"name":"Reza Hashemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05182489769408596,"gpt":0.3334607925319719,"spread":0.281635894837886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002540447,0.0006572468,0.002410218,0.0003791404,0.0002273418,0.0000653216,0.00004798215,0.0003659649,0.00003325453],"category_scores_gemma":[0.004406129,0.000428123,0.0002857288,0.0005772054,0.0001225416,0.00006130182,0.0001938521,0.001043619,0.00001062688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002690408,"about_ca_system_score_gemma":0.0002495742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009750253,"about_ca_topic_score_gemma":0.000002596676,"domain_scores_codex":[0.9956636,0.0002996043,0.001708081,0.001098752,0.0008085023,0.0004214729],"domain_scores_gemma":[0.9971964,0.0005625481,0.001415994,0.0004913251,0.0001416309,0.0001921133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007742782,0.0003608805,0.008803526,0.4620973,0.00201542,0.008294154,0.002530501,6.699309e-7,0.00001000749,0.00006937488,0.02601796,0.4890259],"study_design_scores_gemma":[0.00108569,0.001004961,0.001309803,0.7022204,0.001999025,0.01329483,0.0002436016,0.000008728859,0.00001021214,0.00005945714,0.2780105,0.0007528506],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009995659,0.9862052,1.495334e-7,0.0002618932,0.0003864185,0.00269403,0.0002833763,0.00009424741,0.00007902607],"genre_scores_gemma":[0.0004307256,0.9968765,0.00005631329,0.0001550886,0.0001269671,0.0001176346,0.0003775219,0.00007907351,0.001780171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4882731,"threshold_uncertainty_score":0.9998171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386423126","doi":"10.3390/prosthesis5030059","title":"Clinical Results of the Use of Low-Cost TKA Prosthesis in Low Budget Countries—A Narrative Review","year":2023,"lang":"en","type":"article","venue":"Prosthesis","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Narrative review; Orthopedic surgery; Index (typography); Medicine; Developing country; Operations management; Marketing; Business; Engineering; Economics; Surgery; Economic growth; Computer science; Intensive care medicine","authors":[{"name":"Edoardo Bori","is_ca":false},{"name":"Clara Deslypere","is_ca":false},{"name":"Laura Muñoz","is_ca":false},{"name":"Bernardo Innocenti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05588998511201004,"gpt":0.3402198231474109,"spread":0.2843298380354009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540301,0.0002327675,0.0010452,0.0001520729,0.00005540716,0.00001047567,0.0002217187,0.0001485512,0.00006225815],"category_scores_gemma":[0.008163713,0.0001504844,0.0003529791,0.001215939,0.000452758,0.0001538013,0.0001501188,0.000290823,0.0001048561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006194908,"about_ca_system_score_gemma":0.0002798952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006537083,"about_ca_topic_score_gemma":0.0001136295,"domain_scores_codex":[0.9968088,0.0003709908,0.001468045,0.0004094282,0.0005928111,0.0003498764],"domain_scores_gemma":[0.9966922,0.001441054,0.0005701841,0.0009026474,0.0002907396,0.0001031179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001980296,0.0006795548,0.9266237,0.006663471,0.0001812844,0.00006995945,0.003934877,0.00002751337,0.0004268513,0.0000554478,0.03735181,0.02200522],"study_design_scores_gemma":[0.003526554,0.0003490161,0.927464,0.01531682,0.0001748176,0.00001849259,0.0003273716,0.0001376097,0.008572822,0.00003027056,0.04383454,0.0002476655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792231,0.001065608,0.000002044812,0.01562577,0.0001960674,0.003372443,0.0002104276,0.00008094049,0.0002235427],"genre_scores_gemma":[0.9861186,0.007066838,0.0004395899,0.002428222,0.00006124777,0.0001930255,0.00002945774,0.00005652849,0.003606512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02175755,"threshold_uncertainty_score":0.9773316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393946974","doi":"10.3390/prosthesis6020026","title":"Development of a Novel Customized Insole for Effective Pressure Offloading in Diabetic Patients","year":2024,"lang":"en","type":"article","venue":"Prosthesis","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","authors":[{"name":"D.K. Bose","is_ca":false},{"name":"Gurpreet Singh","is_ca":false},{"name":"Shubham Gupta","is_ca":false},{"name":"Arnab Chanda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01433405675970711,"gpt":0.2815674565625164,"spread":0.2672333998028093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516137,0.0001243047,0.0003078465,0.0002311157,0.00002273239,0.0000187021,0.00005965572,0.00004599001,0.00002076397],"category_scores_gemma":[0.0000981826,0.0001029176,0.00007524332,0.0002134591,0.00002102674,0.00006204786,0.00005038047,0.00006330074,0.000007012333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000875049,"about_ca_system_score_gemma":0.00007630557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004123864,"about_ca_topic_score_gemma":0.000003820691,"domain_scores_codex":[0.9990547,0.00001439014,0.0002856648,0.0002446471,0.0001941522,0.0002064241],"domain_scores_gemma":[0.9995977,0.0001366744,0.00004521572,0.0001177975,0.00005939193,0.00004327599],"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":[0.001207042,0.003719775,0.06543875,0.01166,0.001414918,0.00000612372,0.0071752,0.00002460391,0.01955354,0.002672168,0.001333211,0.8857947],"study_design_scores_gemma":[0.02732149,0.001233233,0.5318955,0.005884186,0.001698651,9.056707e-7,0.0005218974,0.01741113,0.1624734,0.0002774951,0.2504913,0.0007907751],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908407,0.0003651146,0.00175071,0.0001921682,0.0001820658,0.003788088,0.00001251619,0.00006607727,0.002802563],"genre_scores_gemma":[0.9808389,0.000003944356,0.01705576,0.00004919904,0.00001955318,0.001186402,0.0000203721,0.00002184396,0.0008040357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8850039,"threshold_uncertainty_score":0.4196859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220853340","doi":"10.3390/prosthesis4010013","title":"Gait Performance of Friction-Based Prosthetic Knee Joint Swing-Phase Controllers in Under-Resourced Settings","year":2022,"lang":"en","type":"article","venue":"Prosthesis","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Gait; Swing; Cadence; Knee Joint; Kinematics; Physical medicine and rehabilitation; Gait analysis; Effect of gait parameters on energetic cost; Preferred walking speed; Computer science; Simulation; Engineering; Medicine; Mechanical engineering; Surgery; Physics","authors":[{"name":"Jan Andrysek","is_ca":true},{"name":"Alexandria Michelini","is_ca":true},{"name":"Arezoo Eshraghi","is_ca":true},{"name":"Sisary Kheng","is_ca":false},{"name":"Thearith Heang","is_ca":false},{"name":"Phearsa Thor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008878180227521864,"gpt":0.2019481976895915,"spread":0.1930700174620696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004682963,0.0001765511,0.0003018598,0.0003018433,0.0001463668,0.00001799571,0.0001381321,0.00005279438,0.0001071813],"category_scores_gemma":[0.00004840541,0.0001798961,0.0001139496,0.000436172,0.00006142561,0.00004866797,0.00003856748,0.0002484949,0.000007781936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947211,"about_ca_system_score_gemma":0.00005524992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007906518,"about_ca_topic_score_gemma":0.000001583012,"domain_scores_codex":[0.9986387,0.00006739916,0.0004828955,0.0002053705,0.0003117467,0.0002938099],"domain_scores_gemma":[0.9994062,0.0001198551,0.0001021265,0.0002588245,0.00005276807,0.0000602691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009641892,0.0002303853,0.003059805,0.0002298226,0.00002164628,0.000002541638,0.00101508,0.9782138,0.01303281,0.0001097268,0.00008898208,0.003898958],"study_design_scores_gemma":[0.003498234,0.0007940919,0.006222638,0.00008057361,0.00002987495,0.000005220425,0.0006328548,0.9719473,0.01436898,0.0001776628,0.001908562,0.0003340426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970091,0.000262423,0.0006622529,0.0007484494,0.0001239225,0.0007079025,0.00002485206,0.0001457039,0.000315395],"genre_scores_gemma":[0.9981667,0.000007796342,0.001209922,0.000148541,0.000009954997,0.0003112939,0.00001094799,0.00004859324,0.00008629764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006266565,"threshold_uncertainty_score":0.733595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406706393","doi":"10.3390/prosthesis7010010","title":"The Effectiveness and Predictability of BioHPP (Biocompatible High-Performance Polymer) Superstructures in Toronto-Branemark Implant-Prosthetic Rehabilitations: A Case Report","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biocompatible material; Predictability; Implant; Materials science; Dentistry; Medicine; Biomedical engineering; Surgery; Physics","authors":[{"name":"Stefano Speroni","is_ca":false},{"name":"Luca Antonelli","is_ca":false},{"name":"Luca Coccoluto","is_ca":false},{"name":"Marco Giuffrè","is_ca":false},{"name":"Francesco Sarnelli","is_ca":false},{"name":"Tommaso Tura","is_ca":false},{"name":"Enrico Gherlone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005076774302574786,"gpt":0.2564902845373681,"spread":0.2514135102347933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023839,0.0001644736,0.0003701577,0.00007414874,0.0002078736,0.0000187052,0.00005934315,0.00008111118,0.00002379447],"category_scores_gemma":[0.0004708454,0.000104066,0.00005597725,0.0002010245,0.0003745999,0.0001083772,0.00005096018,0.0001166172,4.882771e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009978487,"about_ca_system_score_gemma":0.0001411879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582393,"about_ca_topic_score_gemma":0.000923396,"domain_scores_codex":[0.9985862,0.0001893783,0.0004845879,0.0003240803,0.000170809,0.000244894],"domain_scores_gemma":[0.9984016,0.0009264714,0.00009609902,0.000433383,0.00008219195,0.00006018675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001353177,0.000154155,0.9048195,0.001179533,0.00006593257,0.0007467075,0.0004576005,0.000001796883,0.001920024,0.0005640691,0.00003457436,0.08870291],"study_design_scores_gemma":[0.001445587,0.000414373,0.9736792,0.0004673868,0.00007494366,0.008104548,0.0008203656,0.00008035468,0.01450036,0.0001664855,0.0001409733,0.0001054412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950809,0.00279519,0.000007050528,0.000319168,0.0001652863,0.001194831,0.0000403737,0.00003007996,0.0003670478],"genre_scores_gemma":[0.9993527,0.0001976646,0.0001590002,0.00003702121,0.00001855582,0.0001492361,0.000008614302,0.00001061169,0.00006660812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08859747,"threshold_uncertainty_score":0.4243687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409101705","doi":"10.3390/prosthesis7020039","title":"Shaping the Future of Upper Extremity Prostheses Through 3D Printing","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal","funders":"","keywords":"3D printing; Business; Engineering; Mechanical engineering","authors":[{"name":"Said Dababneh","is_ca":true},{"name":"Nadine Elias Dababneh","is_ca":true},{"name":"Chenrui Xie","is_ca":true},{"name":"Hanna Henchi","is_ca":true},{"name":"Johnny Ionut Efanov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011530626791531,"gpt":0.2367950471495577,"spread":0.2252644203580267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610761,0.0001429864,0.0001873729,0.00005292022,0.0001252679,0.00003706221,0.0002283273,0.00008834332,0.00003066762],"category_scores_gemma":[0.00008534218,0.00009606922,0.00009975862,0.000307209,0.0001025323,0.00008633707,0.00006288204,0.0001654986,0.000007506562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003272366,"about_ca_system_score_gemma":0.00002742499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000359113,"about_ca_topic_score_gemma":0.000002480331,"domain_scores_codex":[0.9991636,0.00003438042,0.0002941227,0.0001542291,0.0001447786,0.0002089087],"domain_scores_gemma":[0.9993341,0.0001723978,0.00004984086,0.0003342641,0.00009095696,0.00001846575],"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":[0.00005215599,0.000299655,0.1982331,0.003453841,0.0004359937,0.000003448497,0.01638419,0.03454143,0.02262026,0.1114346,0.002381646,0.6101598],"study_design_scores_gemma":[0.001459844,0.0001473075,0.2722413,0.002067439,0.0003651326,0.00001945549,0.007600238,0.1055005,0.2259617,0.05052808,0.3324451,0.001663976],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935671,0.02277493,0.02754185,0.009451144,0.001663673,0.002429336,0.00002541656,0.0008988251,0.04164768],"genre_scores_gemma":[0.986437,0.0002850444,0.01267486,0.0001557404,0.0000756033,0.00006061225,0.000001349257,0.00002504289,0.0002848056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6084958,"threshold_uncertainty_score":0.3917589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399727759","doi":"10.3390/prosthesis6030048","title":"Comparison of Socket Geometry, Socket Comfort, and Patient Experience between Manually- and Digitally-Designed Prosthetic Sockets for Lower-Limb Amputees: A Feasibility Study","year":2024,"lang":"en","type":"article","venue":"Prosthesis","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; West Park Healthcare Centre","funders":"","keywords":"Computer science; Engineering drawing; Biomedical engineering; Orthodontics; Engineering; Medicine","authors":[{"name":"Arezoo Eshraghi","is_ca":true},{"name":"Clara Phillips","is_ca":true},{"name":"Crystal MacKay","is_ca":true},{"name":"Steven Dilkas","is_ca":true},{"name":"Zonsire Riondato","is_ca":true},{"name":"Stefania Lehkyj","is_ca":true},{"name":"Winfried Heim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0331494923638594,"gpt":0.3196497083341461,"spread":0.2865002159702867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003199028,0.0003154539,0.0005660337,0.0001701275,0.0001166091,0.0001936559,0.0001615935,0.0001232265,0.000005731483],"category_scores_gemma":[0.000100259,0.0002762291,0.0001139632,0.0002460173,0.0002348742,0.0001854406,0.0001126282,0.0001433154,0.000002058368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007000652,"about_ca_system_score_gemma":0.00003287145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003563297,"about_ca_topic_score_gemma":0.000004739336,"domain_scores_codex":[0.9981143,0.00005144107,0.0006745571,0.0005007972,0.0003064628,0.0003524347],"domain_scores_gemma":[0.9988019,0.0005365351,0.00008349349,0.0003352715,0.00009781506,0.0001449491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311062,0.002486348,0.5457458,0.005333925,0.0006028967,0.00001423212,0.1245693,0.001630857,0.003588881,0.0003648692,0.0006389629,0.3146928],"study_design_scores_gemma":[0.007552334,0.0430209,0.641226,0.00218319,0.001511147,0.00005895387,0.05582351,0.1395995,0.07772305,0.01764204,0.007957948,0.005701443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907322,0.001809308,0.004284102,0.0001050461,0.000140538,0.002532643,0.0001200739,0.0002265489,0.00004953598],"genre_scores_gemma":[0.9969903,0.00003462887,0.002528914,0.00001172645,0.00002399288,0.0003041128,0.00001158527,0.00006187745,0.00003285714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089913,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386547170","doi":"10.3390/prosthesis5030063","title":"A Tool to Assist in the Analysis of Gaze Patterns in Upper Limb Prosthetic Use","year":2023,"lang":"en","type":"article","venue":"Prosthesis","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Gaze; Task (project management); Computer vision; Artificial intelligence; Eye tracking; Process (computing); Frame (networking); Population; Point (geometry); Human–computer interaction; Software; Engineering","authors":[{"name":"Peter Kyberd","is_ca":false},{"name":"Alexandru Florin Popa","is_ca":true},{"name":"Théo Cojean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04946351079652298,"gpt":0.2946595958903742,"spread":0.2451960850938512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000530177,0.0001340329,0.0002750601,0.0008395179,0.00003920226,0.0001154701,0.0004992743,0.00004436846,0.00003309915],"category_scores_gemma":[0.0005612734,0.00009107442,0.0001368846,0.003413002,0.00004212807,0.0001030772,0.0001178909,0.0001234698,0.00006603813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002777517,"about_ca_system_score_gemma":0.00001723302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001465627,"about_ca_topic_score_gemma":0.0003440098,"domain_scores_codex":[0.9983678,0.0002507264,0.0003390979,0.0004043376,0.0003208639,0.0003172168],"domain_scores_gemma":[0.998725,0.0007287703,0.00006823288,0.0004263978,0.000020201,0.00003142134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007481549,0.0003160623,0.9301004,0.00004925653,0.00003107753,0.00008950062,0.009520801,0.001359081,0.03998108,0.0002336327,0.0002312447,0.01801306],"study_design_scores_gemma":[0.0001374003,0.00009730274,0.9365915,0.00006890154,0.00004079086,0.000002999291,0.0002309366,0.004282782,0.05774845,0.0000728736,0.0005809952,0.0001450564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972985,0.000006498328,0.00002526636,0.002012392,0.0000381335,0.0004488429,0.00003860325,0.00004294363,0.00008879886],"genre_scores_gemma":[0.998052,0.00000849654,0.00007252886,0.00139921,0.00001072757,0.0001470765,0.000002133444,0.00001283592,0.0002949639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786801,"threshold_uncertainty_score":0.3713907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400764224","doi":"10.3390/prosthesis6040058","title":"Mortality Rate in Periprosthetic Proximal Femoral Fractures: Impact of Time to Surgery","year":2024,"lang":"en","type":"article","venue":"Prosthesis","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Mortality rate; Arthroplasty","authors":[{"name":"J Vittori","is_ca":false},{"name":"Norsaga Hoxha","is_ca":false},{"name":"Federico Dettoni","is_ca":false},{"name":"Carolina Rivoira","is_ca":false},{"name":"Roberto Rossi","is_ca":false},{"name":"Umberto Cottino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02092278277933392,"gpt":0.3352944563380371,"spread":0.3143716735587032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000653693,0.000210469,0.0005455679,0.0003399975,0.00002370771,0.00003992905,0.00007605676,0.0001170697,0.001680069],"category_scores_gemma":[0.0003303722,0.0001446908,0.0003319042,0.0005006969,0.0000626237,0.00009751951,0.00002817262,0.0002171868,0.0004180917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001144554,"about_ca_system_score_gemma":0.0003344407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001905066,"about_ca_topic_score_gemma":0.00001089464,"domain_scores_codex":[0.9986262,0.00008255079,0.0003755787,0.0003363217,0.00024019,0.0003391292],"domain_scores_gemma":[0.9992054,0.0001976317,0.00004715165,0.0003216888,0.00005477172,0.0001733811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008291197,0.0004652153,0.9033099,0.0008520095,0.0002689877,0.0006690671,0.003310843,0.00008535384,0.04073891,0.00001167828,0.007479977,0.04197895],"study_design_scores_gemma":[0.0001859165,0.0002811631,0.9790123,0.0004437923,0.00008464554,0.00002821065,0.00002739578,0.0004697278,0.01755178,0.0001325652,0.00159545,0.0001870221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964238,0.0006772481,0.00001695423,0.00094509,0.0000505155,0.000680419,0.00003352062,0.00009171943,0.001080723],"genre_scores_gemma":[0.998341,0.00001672111,0.00008735055,0.0003165828,0.0001024027,0.00006511645,0.00002098439,0.00004074602,0.001009104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07570244,"threshold_uncertainty_score":0.9992325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408929355","doi":"10.3390/prosthesis7020034","title":"Home-Based vs. Conventional Rehabilitation Following Total Knee Arthroplasty","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Total knee arthroplasty; Rehabilitation; Arthroplasty; Physical medicine and rehabilitation; Medicine; Physical therapy; Surgery","authors":[{"name":"Lorenzo Massimo Oldrini","is_ca":false},{"name":"Alessandro Sangiorgio","is_ca":false},{"name":"Sebastiano Nutarelli","is_ca":false},{"name":"Marco Delcogliano","is_ca":false},{"name":"Alessandro Bensa","is_ca":false},{"name":"Giuseppe Filardo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006920075984907422,"gpt":0.2514639917013503,"spread":0.2445439157164429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003083914,0.000182746,0.0003508101,0.0002516921,0.000165699,0.00003195629,0.00003407746,0.00009743845,0.0003094441],"category_scores_gemma":[0.0008382852,0.0001691281,0.0003746944,0.0003683532,0.0001160188,0.0001324724,0.00003506731,0.0001704328,0.0002308007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323232,"about_ca_system_score_gemma":0.0002499567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125963,"about_ca_topic_score_gemma":0.000006412835,"domain_scores_codex":[0.9986227,0.00007836028,0.0003408844,0.0003437767,0.000339368,0.0002749595],"domain_scores_gemma":[0.9988493,0.0005907122,0.00006566513,0.0003081911,0.00009197273,0.00009410761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006002932,0.0003595192,0.9756656,0.0002776379,0.0001731213,0.00003014947,0.0001293752,0.00003689491,0.001164337,0.001592005,0.002483448,0.01748759],"study_design_scores_gemma":[0.004489764,0.0005756188,0.9792041,0.0003443324,0.0001653673,0.00001261863,0.000141157,0.000532239,0.00141352,0.0004501099,0.01247784,0.0001933914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986528,0.0002185165,0.0007616573,0.008961157,0.0006531203,0.0007309383,0.00001064433,0.0002179128,0.001918101],"genre_scores_gemma":[0.9861671,0.000001450428,0.007250299,0.0008089596,0.00004884513,0.000127526,0.00003018816,0.0000235728,0.005542063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0172942,"threshold_uncertainty_score":0.6896842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405939331","doi":"10.3390/prosthesis7010003","title":"Sensory Feedback of Grasp Security by Direct Neural Stimulation Improves Amputee Prediction of Object Slip","year":2024,"lang":"en","type":"article","venue":"Prosthesis","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Vetenskapsrådet; IngaBritt och Arne Lundbergs Forskningsstiftelse; Stiftelsen Promobilia","keywords":"GRASP; Sensory system; Sensory stimulation therapy; Stimulation; Slip (aerodynamics); Computer science; Object (grammar); Physical medicine and rehabilitation; Artificial intelligence; Artificial neural network; Computer vision; Neuroscience; Psychology; Medicine; Engineering; Aerospace engineering","authors":[{"name":"Andrew Smiles","is_ca":true},{"name":"Eric J. Earley","is_ca":false},{"name":"Ning Jiang","is_ca":true},{"name":"Max Ortiz-Catalan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008267029461195601,"gpt":0.2031260492840475,"spread":0.1948590198228519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009432423,0.0001163327,0.0001759411,0.0001355337,0.00002966215,0.00001564461,0.00004582012,0.00005433482,0.000009867584],"category_scores_gemma":[0.00002800403,0.000109268,0.00009567221,0.0003253865,0.00003447396,0.0001514742,0.00001065073,0.00008453198,7.187744e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002475028,"about_ca_system_score_gemma":0.000006707369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002432371,"about_ca_topic_score_gemma":0.000002736474,"domain_scores_codex":[0.9993376,0.00002405836,0.0002241403,0.0001400484,0.0001411045,0.0001330881],"domain_scores_gemma":[0.9996834,0.0001038219,0.00003466292,0.0001090559,0.00004641311,0.0000226664],"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":[0.00004979083,0.00008455805,0.01105857,0.00167664,0.0004954886,0.000001040189,0.002311103,0.00200491,0.7618873,0.0001188334,0.008059806,0.212252],"study_design_scores_gemma":[0.0003130575,0.0002411619,0.2230823,0.0001430423,0.0001205848,0.000002489449,0.0001369424,0.168209,0.604781,0.0004876575,0.002220865,0.0002619868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950982,0.002147325,0.0003662562,0.00005244715,0.0002110487,0.0002282156,0.00007835378,0.0003858887,0.001432239],"genre_scores_gemma":[0.9995428,0.0002118645,0.00009131565,0.00000621228,0.00004574334,0.00002187732,0.0000159093,0.00002097709,0.00004334394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120237,"threshold_uncertainty_score":0.445582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404567728","doi":"10.3390/prosthesis6060097","title":"Mechanical Behavior of Oil-Saturated Silicone Membranes for Adipose Tissue Synthesis in Clinical and Theatrical Prosthesis","year":2024,"lang":"en","type":"article","venue":"Prosthesis","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Silicone oil; Adipose tissue; Membrane; Prosthesis; Silicone; Materials science; Biomedical engineering; Chemistry; Composite material; Engineering; Surgery; Medicine; Biochemistry","authors":[{"name":"Richard Arm","is_ca":false},{"name":"Arash Shahidi","is_ca":false},{"name":"Andreea Pîsalu","is_ca":false},{"name":"Kalana Marasinghe","is_ca":false},{"name":"Richard Bibb","is_ca":false},{"name":"Theodore Hughes‐Riley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01977699469192312,"gpt":0.3149992870534772,"spread":0.2952222923615541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770176,0.0002545266,0.0006434623,0.0002101193,0.00009067401,0.00009195638,0.0003782216,0.0003568492,0.0001635271],"category_scores_gemma":[0.000673537,0.0002001778,0.0001465223,0.0006862798,0.0005158756,0.0001449803,0.0001027454,0.0001988489,0.00004895111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005236359,"about_ca_system_score_gemma":0.0001424788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004215681,"about_ca_topic_score_gemma":0.00001706732,"domain_scores_codex":[0.9971753,0.0002166964,0.0009996289,0.0007979086,0.0003457884,0.000464658],"domain_scores_gemma":[0.9963809,0.002800421,0.0001215,0.0004114948,0.0000981825,0.0001875471],"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":[0.0001831819,0.0004341583,0.0008814844,0.0006086375,0.00002449094,0.00001461432,0.00009930238,1.612322e-7,0.8001865,0.002252495,0.0001736376,0.1951413],"study_design_scores_gemma":[0.0003519825,0.0002752528,0.001932762,0.0001936589,0.0002678384,0.00003400657,0.00002417748,0.0004159093,0.9904185,0.001835431,0.003969697,0.0002807656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901966,0.003997133,0.0005333673,0.003148136,0.0002075203,0.001358523,0.0001922304,0.0002617633,0.0001047065],"genre_scores_gemma":[0.9726169,0.0006583896,0.02360274,0.00009204955,0.0001342436,0.002545519,0.000009954167,0.00005940044,0.0002808132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948606,"threshold_uncertainty_score":0.8163015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390174663","doi":"10.3390/prosthesis6010004","title":"Mid-Term Outcomes of a Modern Zweymüller Monolithic Femoral Stem in Primary Total Hip Arthroplasty","year":2023,"lang":"en","type":"article","venue":"Prosthesis","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Survivorship curve; Surgery; Harris Hip Score; Total hip arthroplasty; Retrospective cohort study; Cohort; Total hip replacement; Arthroplasty; Internal medicine; Cancer","authors":[{"name":"Vincenzo Ciriello","is_ca":false},{"name":"Michela Saracco","is_ca":false},{"name":"Enrico Leonardi","is_ca":false},{"name":"Lucio Piovani","is_ca":false},{"name":"Allison Fetz-Palazola","is_ca":false},{"name":"Chase Mareno","is_ca":false},{"name":"Giandomenico Logroscino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03554065339396189,"gpt":0.2683199390726679,"spread":0.232779285678706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002999461,0.0002279545,0.0006340586,0.0002947123,0.00005458427,0.00001459027,0.00006741133,0.0001284802,0.00009565108],"category_scores_gemma":[0.0000493441,0.0001745568,0.0001724126,0.00035845,0.0001153808,0.0001098323,0.0000971527,0.0002106166,0.0001624683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005881039,"about_ca_system_score_gemma":0.000137612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001956051,"about_ca_topic_score_gemma":0.000013747,"domain_scores_codex":[0.9982502,0.00005549501,0.0004832492,0.0003445231,0.0004109521,0.0004555335],"domain_scores_gemma":[0.99924,0.0001178308,0.0001221523,0.0003403276,0.00004766226,0.0001320638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002090733,0.0001886301,0.8285409,0.0002352975,0.00006753614,0.0001988692,0.0008086197,0.00000992134,0.001339872,0.00001576287,0.0001796284,0.1682059],"study_design_scores_gemma":[0.002087481,0.0001862393,0.9948258,0.0001698491,0.000048993,0.0001032059,0.0001489321,0.0003951752,0.001514907,0.00006700525,0.0002665621,0.0001858045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972494,0.0002033961,0.00001647174,0.0006980158,0.0002030539,0.000537542,0.00004395991,0.0001399884,0.0009081337],"genre_scores_gemma":[0.9953413,0.00008600434,0.0002228581,0.0002078848,0.00006288206,0.00005685314,0.00002642629,0.00004133437,0.003954434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1680201,"threshold_uncertainty_score":0.7118221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415862378","doi":"10.3390/prosthesis7060141","title":"Electrochemical Evaluation of Ag–CaP–ZrO2 Composite Coatings on Ti6Al4V for Enhanced Corrosion Resistance in Dental Implants","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Université Laval","keywords":"Corrosion; Titanium alloy; Coating; Osseointegration; Titanium; Composite number; Electrochemistry; Surface modification","authors":[{"name":"Mohamed Aissi","is_ca":true},{"name":"Azzedine Er-Ramly","is_ca":false},{"name":"Nadia Merzouk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009986720043858345,"gpt":0.2541265576182998,"spread":0.2441398375744414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003862169,0.0001340009,0.0002413542,0.0001196743,0.00002100598,0.00001423806,0.000103498,0.00008229666,0.00001196014],"category_scores_gemma":[0.0001267468,0.0001479796,0.00003588933,0.0001663306,0.00001312196,0.00004639946,0.00001326949,0.0000684867,0.000005732807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191027,"about_ca_system_score_gemma":0.00001790019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003420659,"about_ca_topic_score_gemma":0.00002196651,"domain_scores_codex":[0.9991108,0.00002799498,0.00029387,0.0001675602,0.0001967279,0.0002030798],"domain_scores_gemma":[0.9995925,0.0001310893,0.00004496091,0.0001497233,0.00006089855,0.00002084082],"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":[0.0001299878,0.00002503252,0.00017006,0.0002447568,0.000006776669,2.148845e-7,0.0001258743,0.0009621269,0.996971,0.0001153792,0.000138905,0.001109951],"study_design_scores_gemma":[0.000677218,0.00002798456,0.003001177,0.0003688411,0.00002825078,4.773096e-7,0.000008567185,0.005242729,0.9900572,0.000383767,0.00008233223,0.0001214902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916584,0.0003434262,0.006370783,0.00002149851,0.0001654829,0.0006675036,0.00001979594,0.0001070742,0.0006459677],"genre_scores_gemma":[0.9967706,0.0000125824,0.002795526,0.00001117934,0.00001612752,0.0002466613,0.00002762379,0.00002516111,0.00009458188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00691377,"threshold_uncertainty_score":0.6034433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413265275","doi":"10.3390/prosthesis7040092","title":"Consensus-Based Recommendations for Comprehensive Clinical Assessment in Prosthetic Care: A Delphi Study","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Delphi method; Psychosocial; Delphi; Focus group; Psychological intervention; Medicine; Psychology; Amputation; Medical education; Process management; Computer science; Nursing; Engineering; Business; Surgery","authors":[{"name":"Frédérique Dupuis","is_ca":true},{"name":"Marion Pichette","is_ca":true},{"name":"Bonnie Swaine","is_ca":true},{"name":"Claudine Auger","is_ca":true},{"name":"Diana Zidarov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2890043501637102,"gpt":0.5829640249018678,"spread":0.2939596747381577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002878195,0.0001267032,0.0003048902,0.0003068311,0.0004616386,0.0001075315,0.0004077825,0.0001348169,0.00003290635],"category_scores_gemma":[0.001358891,0.0001288134,0.0001194157,0.0007460127,0.000349683,0.00004317342,0.00008365469,0.0003099894,0.000007927666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011108,"about_ca_system_score_gemma":0.001480811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010087,"about_ca_topic_score_gemma":0.003746394,"domain_scores_codex":[0.9969534,0.001251171,0.0005810434,0.000430021,0.0003715808,0.0004127545],"domain_scores_gemma":[0.9957387,0.003127663,0.0001072233,0.0003505257,0.000591623,0.00008420496],"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":[0.000374004,0.003672504,0.7269008,0.0001820414,0.00009849361,0.00002664638,0.01280925,0.0000234917,0.00005322873,0.0121694,0.03164969,0.2120405],"study_design_scores_gemma":[0.007418544,0.0021845,0.2337755,0.0005189293,0.0001761105,6.901495e-7,0.2125389,0.002234902,0.0005046332,0.01184993,0.5279244,0.0008729536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7720488,0.0003300737,0.002786959,0.1781052,0.0007530061,0.02901777,0.000107359,0.0008284858,0.01602232],"genre_scores_gemma":[0.9803649,0.00002043377,0.01554323,0.0006068229,0.00003280105,0.003101312,0.00001122694,0.00001518369,0.0003041242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4962747,"threshold_uncertainty_score":0.5252857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408827434","doi":"10.3390/prosthesis7020033","title":"Novel Design of a Transradial Socket to Allow Independent Pro-Supination Control in a Myoelectric Prosthesis","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Muscle activation and electromyography studies","field":"Engineering","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 New Brunswick","funders":"","keywords":"Prosthesis; Control (management); Physical medicine and rehabilitation; Computer science; Medicine; Biomedical engineering; Surgery; Artificial intelligence","authors":[{"name":"Ali Hussaini","is_ca":true},{"name":"Peter Kyberd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01170430382535191,"gpt":0.2168890329885447,"spread":0.2051847291631928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974444,0.0001773437,0.0003087236,0.0007108375,0.00004630777,0.00002145571,0.0001420766,0.00008932576,0.00001000399],"category_scores_gemma":[0.00009800392,0.0001785837,0.00007985942,0.001296539,0.00001843147,0.0001002915,0.000007489253,0.000122315,0.000001422822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221203,"about_ca_system_score_gemma":0.00005205381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002992526,"about_ca_topic_score_gemma":0.00003916565,"domain_scores_codex":[0.998907,0.00004680915,0.0003320218,0.0002128238,0.0001938005,0.0003076042],"domain_scores_gemma":[0.9995704,0.0001367285,0.00003711169,0.0001410309,0.00007439517,0.00004037845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006843481,0.0006374581,0.01631432,0.0005338266,0.0005585977,0.000003170394,0.003800343,0.01423462,0.583129,0.00104527,0.001336794,0.3777222],"study_design_scores_gemma":[0.005454753,0.0006219916,0.6341489,0.0003425006,0.0001685873,0.000003700122,0.0002143286,0.0489439,0.3063391,0.00105115,0.001880864,0.0008302649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3799342,0.000841726,0.6092489,0.002543443,0.0001418268,0.004928456,0.00002332844,0.0004078021,0.001930402],"genre_scores_gemma":[0.996692,0.00005428644,0.00210653,0.0001957009,0.00001407584,0.0008579664,0.000001570562,0.00002074297,0.00005711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6178346,"threshold_uncertainty_score":0.7282432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415930005","doi":"10.3390/prosthesis7060142","title":"The Association Between Non-Syndromic Tooth Agenesis and MSX1, AXIN2, WNT10A, EDA, EDAR, and EDARADD Gene Mutations: A Systematic Review","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"dental development and anomalies","field":"Biochemistry, Genetics and Molecular Biology","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":"Agenesis; Association (psychology); Phenotype; Gene; Candidate gene; Tooth loss; MEDLINE; Genetic association","authors":[{"name":"Fotios Bakouros-Kouroupakis","is_ca":false},{"name":"Ioannis Tsolianos","is_ca":false},{"name":"Eleni Kotsiomiti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004115811094074766,"gpt":0.2247950594020841,"spread":0.2206792483080093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004916991,0.000138113,0.0002682958,0.0000339148,0.0002539738,0.0000977797,0.0001165961,0.00008314642,0.000002179513],"category_scores_gemma":[0.000273716,0.0001018334,0.00005579269,0.0001092329,0.00004533562,0.000007549454,0.00009315285,0.00003884034,0.000008861908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930538,"about_ca_system_score_gemma":0.00004945954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007479268,"about_ca_topic_score_gemma":0.00001273256,"domain_scores_codex":[0.9991088,0.00008508532,0.0002906223,0.0002358588,0.0001154038,0.0001642196],"domain_scores_gemma":[0.9995001,0.00008756968,0.000143476,0.0001769278,0.00005717604,0.00003477231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117583,0.0002104817,0.613645,0.1865849,0.004714138,0.000020941,0.0008791343,0.000001049632,0.1286238,0.0006151033,0.01734682,0.04724104],"study_design_scores_gemma":[0.00185091,0.0003221985,0.7337189,0.03178137,0.003412676,0.00005893012,0.0007078756,0.00003615659,0.2068333,0.0009813989,0.01886376,0.001432566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031109,0.09326429,0.00007770576,0.001219567,0.00009116947,0.001232064,0.00002442178,0.0000178868,0.0009619653],"genre_scores_gemma":[0.9557919,0.03181838,0.0003872302,0.000657272,0.00005095757,0.0003900188,0.00007531344,0.00001768046,0.01081125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548036,"threshold_uncertainty_score":0.4152645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408591608","doi":"10.3390/prosthesis7020031","title":"Gait Assessment in the Transtibial Mercer Universal Prosthesis Designed with a “Neutral Alignment” Socket","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","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 Guelph","funders":"","keywords":"Gait; Prosthesis; Sagittal plane; Kinematics; Ankle; Physical medicine and rehabilitation; Gait analysis; Range of motion; Medicine; Hip flexion; Physical therapy; Orthodontics; Surgery; Anatomy; Physics","authors":[{"name":"Tracy Le","is_ca":true},{"name":"Craig T. McMahan","is_ca":false},{"name":"Ha Van Vo","is_ca":false},{"name":"Scott C.E. Brandon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00596606030490509,"gpt":0.2217095257128142,"spread":0.2157434654079091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003765452,0.0002183431,0.000223607,0.000154316,0.0001117373,0.000078021,0.0002710188,0.00009602539,0.00002348741],"category_scores_gemma":[0.00001084817,0.0001477629,0.00008003328,0.0004607308,0.000107668,0.00009797882,0.0000139308,0.000209088,0.00000646383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525726,"about_ca_system_score_gemma":0.00009743912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172397,"about_ca_topic_score_gemma":0.00006951715,"domain_scores_codex":[0.9988345,0.000117078,0.0002558403,0.0002342424,0.0002256528,0.0003327081],"domain_scores_gemma":[0.999414,0.0001942077,0.00002799125,0.0002814121,0.00003981194,0.00004252253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001516645,0.003810789,0.1149806,0.003322301,0.001915466,0.0003826153,0.06202827,0.3242741,0.05656712,0.2523989,0.007911012,0.1708922],"study_design_scores_gemma":[0.01718204,0.003068576,0.6721321,0.002086796,0.001729222,0.00008176668,0.0230769,0.1210016,0.08280036,0.02332105,0.04867782,0.004841784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197413,0.0003655872,0.04304696,0.008967449,0.0002398032,0.003233083,0.00003576131,0.0004275825,0.02394251],"genre_scores_gemma":[0.9929642,0.00004184748,0.006345666,0.000215709,0.00001787103,0.0001663989,0.000004460273,0.00002832579,0.0002154848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5571515,"threshold_uncertainty_score":0.6025598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413059453","doi":"10.3390/prosthesis7040086","title":"The Roles of Leaflet Geometry in the Structural Deterioration of Bioprosthetic Aortic Valves","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"University of Calgary","keywords":"Curvature; Leaflet (botany); Materials science; Ultimate tensile strength; von Mises yield criterion; Bearing (navigation); Stress (linguistics); Composite material; Finite element method; Load bearing; Structural engineering; Geometry; Mathematics; Geology; Engineering; Physics","authors":[{"name":"Yaghoub Dabiri","is_ca":true},{"name":"Kishan Narine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007686284471512862,"gpt":0.3233340846308236,"spread":0.3156478001593107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159952,0.00007928958,0.0001871228,0.00008043592,0.0000548194,0.00001377738,0.00008203727,0.00002972454,0.000007853051],"category_scores_gemma":[0.0001130321,0.00003951612,0.0003048769,0.0002800412,0.0001027334,0.00002620591,0.00002072601,0.00004434208,0.00000182896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001921976,"about_ca_system_score_gemma":0.00005827866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004158132,"about_ca_topic_score_gemma":0.00001104505,"domain_scores_codex":[0.9993362,0.00005395695,0.0002284355,0.0001029709,0.0001685795,0.0001098977],"domain_scores_gemma":[0.9994451,0.0001217692,0.00008208364,0.0002792703,0.0000562866,0.00001543981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259164,0.00009069096,0.92133,0.0001405144,0.0002331902,0.00000168321,0.0004773551,0.000002330643,0.002774841,0.0006192042,0.00002219046,0.07408205],"study_design_scores_gemma":[0.0005024978,0.0001044164,0.9895899,0.00009459146,0.0004090167,0.00000188963,0.0007178555,0.0000351807,0.007245262,0.001221983,0.00004415007,0.0000332129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995609,0.002924887,0.000002289399,0.0007128613,0.00003460757,0.0004436149,0.00001259514,0.000005964426,0.0002542202],"genre_scores_gemma":[0.9996319,0.0001032648,0.00003345019,0.00007867831,0.000009370913,0.0000461957,0.000007271829,0.000005178636,0.00008467543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07404884,"threshold_uncertainty_score":0.1611421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413452361","doi":"10.3390/prosthesis7050105","title":"Development of a Powered Four-Bar Prosthetic Hip Joint Prototype","year":2025,"lang":"en","type":"article","venue":"Prosthesis","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Mitacs; Össur; University of Ottawa","keywords":"Bar (unit); Joint (building); Computer science; Engineering; Orthodontics; Engineering drawing; Physical medicine and rehabilitation; Medicine; Geology; Structural engineering","authors":[{"name":"Michael Botros","is_ca":true},{"name":"Hossein Gholizadeh","is_ca":true},{"name":"Farshad Golshan","is_ca":true},{"name":"David Langlois","is_ca":false},{"name":"Natalie Baddour","is_ca":true},{"name":"Edward D. Lemaire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03080683700095111,"gpt":0.2653297077530569,"spread":0.2345228707521058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599184,0.0001487677,0.0003350315,0.0001428806,0.00008721896,0.0000104572,0.00005783026,0.00007114429,0.0002123157],"category_scores_gemma":[0.0001103415,0.0001104443,0.00008708599,0.0001856273,0.00007422553,0.00003192675,0.00005027739,0.0001059258,0.00006741942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004311139,"about_ca_system_score_gemma":0.0004407716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003372143,"about_ca_topic_score_gemma":0.000002432965,"domain_scores_codex":[0.9988456,0.00002321348,0.000409593,0.0002317603,0.0002387537,0.0002510647],"domain_scores_gemma":[0.9994476,0.00002040436,0.00009796128,0.0002533053,0.0001009766,0.0000796835],"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":[0.0009682964,0.0006924183,0.05472767,0.001335719,0.000228366,0.0000672288,0.001728755,2.666805e-7,0.0278674,0.0009580973,0.0006481486,0.9107776],"study_design_scores_gemma":[0.004284555,0.0009169026,0.3935825,0.002138784,0.0002320863,0.0001906231,0.0004165204,0.00006476616,0.2758567,0.0003602786,0.3215152,0.0004410912],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826298,0.0002451618,0.0002446445,0.001338164,0.0001313616,0.002524069,0.000006491826,0.00009094201,0.01278938],"genre_scores_gemma":[0.9841755,0.00002130389,0.01261866,0.0002548922,0.00002447527,0.000251562,0.000006316816,0.00001785159,0.002629432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9103366,"threshold_uncertainty_score":0.450379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}