{"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":"e07a3269e513","filters":{"venue":"Osteoporosis and Bone Diseases"}},"results":[{"id":"W2883755135","doi":"10.14341/osteo9760","title":"Long-term treatment options for postmenopausal osteoporosis: results of recent clinical studies of Denosumab","year":2018,"lang":"en","type":"article","venue":"Osteoporosis and Bone Diseases","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Denosumab; Discontinuation; Teriparatide; Medicine; Osteoporosis; Incidence (geometry); Drug holiday; Pediatrics; Internal medicine; Bone mineral","authors":[{"name":"Zhanna Belaya","is_ca":false},{"name":"John P. Bilezikian","is_ca":true},{"name":"О. Б. Ершова","is_ca":false},{"name":"O. M. Lesnyak","is_ca":false},{"name":"Larisa Marchenkova","is_ca":false},{"name":"С. С. Родионова","is_ca":false},{"name":"Liudmila Rozhinskaya","is_ca":false},{"name":"Н. В. Торопцова","is_ca":false},{"name":"S. V. Yureneva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1351857855736655,"gpt":0.4467772817955,"spread":0.3115914962218346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000706002,0.0002347873,0.001117383,0.00013075,0.0001711841,0.00001251024,0.00005717133,0.0001355847,0.00004342458],"category_scores_gemma":[0.0006595514,0.0001663129,0.0002060283,0.0001901183,0.0004323098,0.00007699988,0.00004536994,0.00006093202,0.000003432515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105331,"about_ca_system_score_gemma":0.0008283239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423496,"about_ca_topic_score_gemma":0.0004274661,"domain_scores_codex":[0.9971981,0.0001755431,0.001526522,0.0004586035,0.000280132,0.0003611011],"domain_scores_gemma":[0.9969576,0.0004669104,0.0005427428,0.0004585753,0.001059232,0.0005149642],"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":[0.01004058,0.007139904,0.4592424,0.006079953,0.001474864,0.00003274167,0.005995079,2.69757e-7,0.001687003,0.0008276912,0.008881369,0.4985981],"study_design_scores_gemma":[0.01430821,0.03425886,0.9288564,0.001356474,0.001202538,0.00004639903,0.00384501,0.000008233274,0.001779725,0.0001056555,0.01393073,0.0003018061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758115,0.01684435,0.000005064255,0.003547814,0.000351312,0.001545376,0.001664948,0.00003454028,0.0001950856],"genre_scores_gemma":[0.9808898,0.01686537,0.0006427581,0.0002700641,0.0005150725,0.000144321,0.0003219523,0.00002675799,0.0003239078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4982963,"threshold_uncertainty_score":0.6782045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801998406","doi":"10.14341/osteo20173102-107","title":"Functional hypoparathyroidism secondary to magnesium deficiency in long-term users of proton pump inhibitor","year":2018,"lang":"en","type":"article","venue":"Osteoporosis and Bone Diseases","topic":"Magnesium in Health and Disease","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill-Queen's University Press","funders":"","keywords":"Medicine; Hypocalcaemia; GERD; Hypomagnesemia; Hypokalemia; Internal medicine; Proton-pump inhibitor; Gastroenterology; Hypoparathyroidism; Magnesium deficiency (plants); Parathyroid hormone; Disease; Reflux; Calcium; Magnesium","authors":[{"name":"L. V. Egshatyan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138658490470641,"gpt":0.2627520407997642,"spread":0.2488861917527001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420586,0.0002326481,0.0003072973,0.0002525089,0.0001869431,0.00005522903,0.00009996469,0.00008108805,0.000443525],"category_scores_gemma":[0.0001247296,0.0002186138,0.00008874831,0.000349036,0.0002114447,0.000248362,0.00007834006,0.00009259155,0.00004877683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004962084,"about_ca_system_score_gemma":0.0001480167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001652734,"about_ca_topic_score_gemma":0.0001602707,"domain_scores_codex":[0.9981353,0.00007748968,0.0005075952,0.0004970768,0.000332996,0.0004496012],"domain_scores_gemma":[0.9988141,0.00006311286,0.0001367785,0.0002941956,0.0001393007,0.0005525035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003712871,0.001149163,0.9700814,0.001889136,0.000002313023,0.00002512882,0.0006133198,0.000004373075,0.01294902,0.00004446017,0.003459501,0.006069335],"study_design_scores_gemma":[0.001531391,0.001103852,0.9856906,0.00004287032,0.00007205144,0.000006875963,0.0002124299,0.00001322192,0.01075608,0.0001324378,0.0001655399,0.0002726402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928755,0.003896593,0.000004629083,0.0006543251,0.0005836336,0.001123943,0.0002399709,0.00004812348,0.0005732884],"genre_scores_gemma":[0.9981849,0.000007814625,0.00004878559,0.000934886,0.000319069,0.0002473477,0.00008291932,0.00002498201,0.0001493039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560924,"threshold_uncertainty_score":0.8914813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992063432","doi":"10.14341/osteo12198-9333","title":"Европейский эндокринологический конгресс 2019. Обзор сообщений по нарушениям кальций-фосфорного обмена, костного метаболизма, остеопорозу и другим заболеваниям скелета в рамках конгресса.","year":2019,"lang":"ru","type":"article","venue":"Osteoporosis and Bone Diseases","topic":"Medical and Biological Sciences","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":"Diabetology; Medicine; Political science; Family medicine; Endocrinology; Diabetes mellitus","authors":[{"name":"Anna Eremkina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01161378291572614,"gpt":0.2466716404462359,"spread":0.2350578575305097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001512442,0.001870269,0.00326322,0.000466807,0.0009682006,0.000669239,0.001284531,0.001276264,0.02449929],"category_scores_gemma":[0.001725654,0.001319195,0.001316209,0.001576294,0.002396393,0.0008482436,0.001184798,0.001345686,0.005510167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236581,"about_ca_system_score_gemma":0.000824488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009555226,"about_ca_topic_score_gemma":0.0001045288,"domain_scores_codex":[0.9873971,0.0006567875,0.002415595,0.00345406,0.002922882,0.003153534],"domain_scores_gemma":[0.9907277,0.001560395,0.001044271,0.001916046,0.000487433,0.004264127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002477497,0.00689772,0.6736413,0.002719761,0.00077489,0.0007460879,0.001042272,0.00001372298,0.01952098,0.002490311,0.1377153,0.1519601],"study_design_scores_gemma":[0.01323602,0.009952609,0.7270966,0.003897088,0.003117445,0.0002546986,0.005442362,0.0006986178,0.001583082,0.002573358,0.2278439,0.00430422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233043,0.04696115,0.00001279715,0.009498537,0.003730002,0.002565148,0.001850925,0.0004342381,0.01164286],"genre_scores_gemma":[0.9416953,0.01676916,0.0001986504,0.00641602,0.002530854,0.0001438828,0.0009724799,0.0001344811,0.0311392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476559,"threshold_uncertainty_score":0.9994042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360913912","doi":"10.14341/osteo12962","title":"Fracture liaison services creation is the key to decrease fragility fractures morbidity","year":2023,"lang":"en","type":"article","venue":"Osteoporosis and Bone Diseases","topic":"Bone health and osteoporosis research","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":"National Defence Medical Centre","funders":"","keywords":"Medicine; Incidence (geometry); Osteoporosis; FRAX; Bone healing; Internal medicine; Fragility; Physical therapy; Dentistry; Surgery; Bone mineral; Osteoporotic fracture","authors":[{"name":"A. Yu. Kochish","is_ca":true},{"name":"Sarkis Sahakyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01990797642838924,"gpt":0.3375744701233838,"spread":0.3176664936949945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003850847,0.0002848594,0.0004447374,0.0001775491,0.0005917777,0.000156969,0.0001477424,0.0001671247,0.001164516],"category_scores_gemma":[0.0005839565,0.0001805178,0.0001753365,0.0006576695,0.0001264061,0.0001684689,0.0001583328,0.0002999495,0.0002173913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005131993,"about_ca_system_score_gemma":0.0002627387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739221,"about_ca_topic_score_gemma":0.0003247698,"domain_scores_codex":[0.9975786,0.000116719,0.0003785944,0.0005865144,0.0007573057,0.0005822462],"domain_scores_gemma":[0.9970722,0.0003095583,0.0001050365,0.0006646527,0.0002358772,0.001612688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002658251,0.0009855616,0.7133031,0.002271564,0.0001240595,0.0001449323,0.00682921,0.00002514753,0.002949579,0.0000539563,0.2176034,0.0530512],"study_design_scores_gemma":[0.0008106527,0.0002707225,0.8817448,0.0001651307,0.0001542112,0.000009357795,0.001325982,0.0001919838,0.001851243,0.0002074889,0.1130861,0.0001823328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570596,0.003361418,0.000003738343,0.03750334,0.00009012946,0.0009967552,0.0003497599,0.0001928542,0.000442458],"genre_scores_gemma":[0.9693463,0.001249996,0.00005732139,0.02732278,0.0002772346,0.0001769371,0.0004438103,0.00003486981,0.001090711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684417,"threshold_uncertainty_score":0.9997485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}