{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"7810b21edcc0","filters":{"venue":"Global Medical & Health Communication (GMHC)"}},"results":[{"id":"W4293671417","doi":"10.29313/gmhc.v10i2.9379","title":"Correlation of Knee Osteoarthritis Patients' Characteristics and the Results of 30-Second Sit-to-Stand Test with Quality of Life","year":2022,"lang":"en","type":"article","venue":"Global Medical & Health Communication (GMHC)","topic":"Osteoarthritis Treatment and Mechanisms","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; WOMAC; Osteoarthritis; Physical therapy; Quality of life (healthcare); Deformity; Correlation; Knee Joint; Sitting; Rehabilitation; Surgery; Alternative medicine","authors":[{"name":"Susanti Dharmmika","is_ca":false},{"name":"Satryo Waspodo","is_ca":false},{"name":"Ami Rachmi","is_ca":false},{"name":"Sigit Gunarto","is_ca":false},{"name":"Fatimah Az Zakiyah","is_ca":false},{"name":"Syachla Dhiena Qothrunnada","is_ca":false},{"name":"Ayyas Robbani","is_ca":false},{"name":"Nabila Zulfa Alfina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494114381042266,"gpt":0.2923580893354613,"spread":0.2774169455250386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001675948,0.0001257153,0.0006381027,0.00004670086,0.0001972552,0.000004360972,0.0002033942,0.00007237396,0.0001944653],"category_scores_gemma":[0.002115894,0.00009462376,0.0000524957,0.0002977239,0.0003861994,0.00003972128,0.0002402033,0.0002629129,0.000002191637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117989,"about_ca_system_score_gemma":0.0006139941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004074868,"about_ca_topic_score_gemma":0.0002780183,"domain_scores_codex":[0.9969288,0.0006197913,0.001167265,0.0001818558,0.0009192914,0.0001830501],"domain_scores_gemma":[0.9969468,0.0008201928,0.0008955572,0.0006969135,0.0003130833,0.0003274756],"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":[0.02421214,0.00406163,0.4018215,0.001533167,0.0001802007,0.000006016934,0.007591579,0.000007181722,0.00008041312,0.02279875,0.002216225,0.5354912],"study_design_scores_gemma":[0.0824506,0.03199649,0.8655591,0.001745967,0.0001699567,0.00003919215,0.002918755,0.0002209302,0.00007259278,0.0006373942,0.01388139,0.0003076212],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858509,0.002696776,0.0000960796,0.006571717,0.0001150297,0.001507995,0.001615169,0.00002040343,0.001525913],"genre_scores_gemma":[0.9975116,0.0003060061,0.0005071432,0.001082768,0.00001656421,0.00006265908,0.0004612281,0.000008897553,0.00004319448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5351836,"threshold_uncertainty_score":0.3858645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390278936","doi":"10.29313/gmhc.v11i3.10985","title":"Cytotoxicity of Combination Doxorubicin and <i>Garcinia picrorrhiza</i> Fruit Extract on Fibroblast Cell","year":2023,"lang":"en","type":"article","venue":"Global Medical & Health Communication (GMHC)","topic":"Natural Compound Pharmacology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Cytotoxicity; Doxorubicin; Viability assay; Fibroblast; Traditional medicine; Chemistry; MTT assay; Pharmacology; Cell; Medicine; In vitro; Biochemistry; Chemotherapy; Surgery","authors":[{"name":"Sri Utami","is_ca":false},{"name":"Susi Endrini","is_ca":false},{"name":"Lilian Batubara","is_ca":false},{"name":"Nunung Ainur Rahmah","is_ca":false},{"name":"Irfan Syarif","is_ca":false},{"name":"Said Nafik","is_ca":false},{"name":"Betharie Cendera Arrahmani","is_ca":true},{"name":"Agung Novianto","is_ca":false},{"name":"Hanna Sari Widya Kusuma","is_ca":false},{"name":"Wahyu Widowati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02618259246767653,"gpt":0.3087667008432182,"spread":0.2825841083755417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407972,0.0002359615,0.0004484748,0.00003456813,0.0006848634,0.00002657893,0.0008023014,0.0002509123,0.0002768275],"category_scores_gemma":[0.0004331229,0.000120651,0.00008686903,0.0008914165,0.0004042558,0.0001093208,0.0005381929,0.0004648491,0.0001090668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731292,"about_ca_system_score_gemma":0.00008159361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521424,"about_ca_topic_score_gemma":0.001189246,"domain_scores_codex":[0.996879,0.0008242896,0.0006712611,0.0003780604,0.0007502717,0.0004971252],"domain_scores_gemma":[0.9971275,0.001678164,0.000381753,0.0002410618,0.0001725016,0.0003990259],"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":[0.001792162,0.004026086,0.02879407,0.0006587403,0.0002124997,0.00002922528,0.001441797,0.00002939287,0.3325548,0.04271578,0.2850519,0.3026935],"study_design_scores_gemma":[0.002357455,0.00168572,0.9043314,0.0003825447,0.00002500436,0.00001595993,0.00019112,0.0008154786,0.001766578,0.003674138,0.0843266,0.0004280393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531592,0.002486923,0.000002920532,0.04009454,0.0001966983,0.0006718282,0.0001235107,0.0001852076,0.003079239],"genre_scores_gemma":[0.992981,0.003658984,0.000130094,0.002737887,0.00007798016,0.0000438517,0.0002262981,0.000002233507,0.0001416538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8755373,"threshold_uncertainty_score":0.5267485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401928218","doi":"10.29313/gmhc.v12i2.13842","title":"Correlation of Subject Characteristics, Work Stress Levels, and Smoking Patterns among Educational Personnel at X University, Indonesia","year":2024,"lang":"en","type":"article","venue":"Global Medical & Health Communication (GMHC)","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ryerson University","keywords":"Correlation; Subject (documents); Work (physics); Work stress; Psychology; Occupational stress; Applied psychology; Engineering; Computer science; Social psychology; Mathematics; Library science; Mechanical engineering","authors":[{"name":"Caecielia Makaginsar","is_ca":false},{"name":"Yuniarti Yuniarti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04158170580608259,"gpt":0.3833944694319626,"spread":0.34181276362588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712156,0.0001798011,0.0003429063,0.0001437663,0.001196648,0.00001437139,0.0004207821,0.000280414,0.0008662999],"category_scores_gemma":[0.0003363727,0.0001855843,0.00005818872,0.0005121174,0.0002098254,0.000183487,0.0005395366,0.0007529514,0.00006564531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361693,"about_ca_system_score_gemma":0.001642244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048974,"about_ca_topic_score_gemma":0.001985341,"domain_scores_codex":[0.9963077,0.001205583,0.0008964692,0.0003392618,0.0007793148,0.0004716375],"domain_scores_gemma":[0.9968858,0.00142394,0.0004519321,0.0004597555,0.0002173111,0.000561295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008628861,0.0001152253,0.9566665,0.001529295,0.0000347283,0.000002584456,0.002373445,0.000004508955,6.70778e-8,0.0224954,0.002860875,0.01383108],"study_design_scores_gemma":[0.0005008418,0.00005030454,0.9861779,0.002839472,0.0000249601,0.000002323378,0.001913691,0.001863138,7.311731e-8,0.0002624438,0.006235992,0.000128809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510852,0.002496906,0.002387738,0.03880811,0.001285956,0.001085721,0.0007023601,0.0001280727,0.002019974],"genre_scores_gemma":[0.9949364,0.002001918,0.0002000441,0.001300984,0.0001894988,0.00002481233,0.0009331825,0.00001565466,0.0003974904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04385126,"threshold_uncertainty_score":0.9485376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}