{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"aad6177ae375","filters":{"venue":"International Journal of Orthopaedic Surgery"}},"results":[{"id":"W4361759674","doi":"10.4103/ijors.ijors_14_22","title":"Initial Results of Halifax Nail in Elderly Intertrochanteric Fracture","year":2022,"lang":"en","type":"article","venue":"International Journal of Orthopaedic Surgery","topic":"Hip and Femur Fractures","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":"Intertrochanteric fracture; Nail (fastener); Fracture (geology); Geology; Orthodontics; Medicine; Geotechnical engineering; Engineering; Structural engineering; Femur; Paleontology","authors":[{"name":"Akhılesh Kumar","is_ca":false},{"name":"Joydeep Das","is_ca":false},{"name":"Phagu Ram Majhi","is_ca":false},{"name":"Rajeev Raman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02202274216658988,"gpt":0.3028549267497525,"spread":0.2808321845831626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001278214,0.0001369345,0.000483176,0.001139033,0.00003326908,0.00001366305,0.0002534341,0.00006439043,0.0008473086],"category_scores_gemma":[0.001038709,0.0001165251,0.0004898235,0.0002726662,0.00006789876,0.0001522375,0.00008989634,0.0007121891,0.000003301925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514899,"about_ca_system_score_gemma":0.0004631867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000098088,"about_ca_topic_score_gemma":0.00001597883,"domain_scores_codex":[0.9970614,0.0001557426,0.001253479,0.0001459788,0.001208254,0.0001751242],"domain_scores_gemma":[0.9978116,0.0006224422,0.0008838924,0.0001330114,0.0004375471,0.0001114987],"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":[0.04604553,0.00312894,0.4471208,0.0001289377,0.001758589,0.02799308,0.007273195,0.001184625,0.006179287,0.0000638559,0.1172132,0.34191],"study_design_scores_gemma":[0.02248462,0.003928165,0.4466497,0.002879057,0.0003224609,0.02204801,0.005767181,0.0004170386,0.01043815,0.0008138885,0.483388,0.0008637456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890111,0.0007725537,0.0003764101,0.005210862,0.003352556,0.00008075524,0.0000751832,0.00001001317,0.001110564],"genre_scores_gemma":[0.9968445,0.0001275004,0.0001059573,0.001866923,0.0008276695,0.00000474621,0.00005751775,0.00001850734,0.0001467079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661748,"threshold_uncertainty_score":0.9277435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117119183","doi":"10.4103/ijors.ijors_18_25","title":"Bibliometric Analysis of Foreign Orthopaedics Research in the Indian Journal of Orthopaedics (2007–2024): Trends, Impact and International Collaboration","year":2025,"lang":"en","type":"article","venue":"International Journal of Orthopaedic Surgery","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","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":"Bibliometrics; Citation; Citation analysis; Thematic analysis; Citation impact; Joint (building)","authors":[{"name":"Raju Vaishya","is_ca":false},{"name":"BM Gupta","is_ca":false},{"name":"Abhishek Vaish","is_ca":false},{"name":"Manish Mohan Gore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3336678912474889,"gpt":0.5643112494340826,"spread":0.2306433581865937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.1080142,0.0002369434,0.00103703,0.7876564,0.0001369641,0.001713734,0.00375728,0.0002225369,0.0007867301],"category_scores_gemma":[0.07946833,0.0001463593,0.001340812,0.7394162,0.0005045992,0.001576014,0.0004977632,0.00120595,0.00000326287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000449659,"about_ca_system_score_gemma":0.002646614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000974196,"about_ca_topic_score_gemma":0.00009158612,"domain_scores_codex":[0.9746898,0.001631593,0.004174844,0.0004197168,0.01853059,0.0005533952],"domain_scores_gemma":[0.9368716,0.02860004,0.003355196,0.0005260205,0.03026775,0.000379431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003704917,0.0003138885,0.7137172,0.000006287025,0.001128107,0.0005601814,0.0002855447,0.0004525927,0.00002826378,0.0002765484,0.02546133,0.2573996],"study_design_scores_gemma":[0.001138977,0.0002808078,0.9750566,0.0001434826,0.0001711891,0.0003717692,0.003606934,0.001611106,0.000032068,0.003335061,0.01411403,0.0001379082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805856,0.005886617,0.001784194,0.003870276,0.005332198,0.0001245368,0.0001397609,0.000002887696,0.002273939],"genre_scores_gemma":[0.9914983,0.007127854,0.0002739902,0.0001717652,0.0005629637,0.000003320206,0.00001773012,0.00001112592,0.0003329771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613395,"threshold_uncertainty_score":0.9993226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117159241","doi":"10.4103/ijors.ijors_6_25","title":"Total Hip Replacement after a Failed Trochanteric Fracture Fixation: A Case Report","year":2025,"lang":"en","type":"article","venue":"International Journal of Orthopaedic Surgery","topic":"Hip and Femur Fractures","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; Nonunion; Internal fixation; Reduction (mathematics); Fixation (population genetics); Implant; Femur; Arthroplasty","authors":[{"name":"Aakash Basu","is_ca":false},{"name":"Sunit Hazra","is_ca":false},{"name":"Md Tarikul Alam","is_ca":false},{"name":"Sourav Ghosh","is_ca":false},{"name":"Sanjay Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01130985017318945,"gpt":0.2939307149342912,"spread":0.2826208647611017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008650896,0.0001802001,0.0004368497,0.0007684991,0.00004289484,0.00005542921,0.00009453152,0.0001206425,0.001533865],"category_scores_gemma":[0.001217178,0.0001383174,0.0006144352,0.0002239914,0.00005044842,0.000204467,0.00004614091,0.0004013605,0.0000121647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837658,"about_ca_system_score_gemma":0.0005768697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002338765,"about_ca_topic_score_gemma":0.000006080276,"domain_scores_codex":[0.9976391,0.00006618675,0.001093563,0.0002085512,0.0008064215,0.0001862057],"domain_scores_gemma":[0.9976532,0.0003893517,0.0006737506,0.0002207459,0.0009039715,0.0001590048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.005886162,0.0003937852,0.3765771,0.00006543459,0.001395912,0.5503315,0.0004553962,0.00003164069,0.0002114634,0.00001358745,0.04537455,0.01926352],"study_design_scores_gemma":[0.003727239,0.0002740709,0.3646376,0.001760443,0.0005246116,0.4774591,0.0006738368,0.0001735224,0.001375264,0.0002136972,0.1488335,0.0003470753],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739597,0.001136512,0.007439354,0.01169628,0.004445857,0.0001516358,0.000008400853,0.0000264142,0.001135891],"genre_scores_gemma":[0.9917108,0.00007793637,0.0003403903,0.004071956,0.001393316,0.00001627983,0.00002659814,0.00001527133,0.002347425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034589,"threshold_uncertainty_score":0.9993789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117136429","doi":"10.4103/ijors.ijors_29_25","title":"Orthopedics Should be a Separate Subject in MBBS Course and Curriculum","year":2025,"lang":"en","type":"article","venue":"International Journal of Orthopaedic Surgery","topic":"Musculoskeletal Disorders and Rehabilitation","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":"Orthopedic surgery; Curriculum; Health care; Subject (documents); MEDLINE; Alternative medicine; Training (meteorology)","authors":[{"name":"Abhijit Bandyopadhyay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01855757096888372,"gpt":0.3383705722519275,"spread":0.3198130012830438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159472,0.0001295324,0.0003737474,0.0007084837,0.00002542405,0.00002794785,0.00008400072,0.00009591062,0.00007376496],"category_scores_gemma":[0.0009869239,0.0001010597,0.0003292763,0.0003298642,0.0001116173,0.0001825242,0.00003760921,0.0003307692,0.000001608867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007526283,"about_ca_system_score_gemma":0.0005200648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004956895,"about_ca_topic_score_gemma":0.00005275722,"domain_scores_codex":[0.9982862,0.0000872895,0.0007358684,0.0001512426,0.0005837351,0.000155672],"domain_scores_gemma":[0.9985021,0.00047076,0.0002605411,0.00009092259,0.0005694359,0.0001062196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002738537,0.0003849877,0.9465717,0.00008391902,0.0002144336,0.0003796817,0.0001185848,0.00001934292,0.000116275,0.0003833332,0.006341599,0.04511229],"study_design_scores_gemma":[0.001989193,0.000130168,0.9734174,0.001036914,0.0001141561,0.0002768679,0.0005308294,0.0004274791,0.00003333528,0.0004953116,0.02141953,0.000128838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784212,0.002896719,0.0002508938,0.01471099,0.001808036,0.0001282284,0.000003986353,0.00001022409,0.001769772],"genre_scores_gemma":[0.9958872,0.001793215,0.0001748034,0.001492421,0.0002290319,0.00000537244,0.00001356338,0.00001025268,0.0003940925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498345,"threshold_uncertainty_score":0.4121096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}