{"meta":{"query_hash":"7810b21edcc0","filters":{"venue":"Global Medical & Health Communication (GMHC)"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7810b21edcc0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Global+Medical+%26+Health+Communication+%28GMHC%29"},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014941143810422657,"score_gpt":0.29235808933546126,"score_spread":0.2774169455250386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293671417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98585093,0.0026967763,0.000096079595,0.0065717166,0.00011502966,0.0015079946,0.0016151693,0.000020403433,0.0015259134],"genre_scores_gemma":[0.99751157,0.00030600606,0.00050714315,0.0010827683,0.000016564214,0.00006265908,0.0004612281,0.000008897553,0.000043194475],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99692875,0.00061979133,0.0011672653,0.00018185582,0.0009192914,0.00018305006],"domain_scores_gemma":[0.99694675,0.0008201928,0.0008955572,0.00069691346,0.0003130833,0.00032747563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016759477,0.00012571535,0.0006381027,0.000046700865,0.00019725524,0.0000043609716,0.00020339419,0.00007237396,0.00019446528],"category_scores_gemma":[0.0021158939,0.000094623756,0.0000524957,0.00029772392,0.00038619936,0.000039721283,0.00024020327,0.00026291286,0.000002191637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024212135,0.0040616305,0.40182146,0.0015331671,0.00018020075,0.000006016934,0.0075915786,0.000007181722,0.00008041312,0.022798749,0.0022162246,0.5354912],"study_design_scores_gemma":[0.0824506,0.031996492,0.8655591,0.0017459674,0.00016995666,0.00003919215,0.0029187552,0.00022093023,0.00007259278,0.0006373942,0.013881387,0.0003076212],"about_ca_topic_score_codex":0.00040748683,"about_ca_topic_score_gemma":0.00027801827,"teacher_disagreement_score":0.5351836,"about_ca_system_score_codex":0.000117989,"about_ca_system_score_gemma":0.00061399414,"threshold_uncertainty_score":0.3858645},"labels":[],"label_agreement":null},{"id":"W4390278936","doi":"10.29313/gmhc.v11i3.10985","title":"Cytotoxicity of Combination Doxorubicin and &lt;i&gt;Garcinia picrorrhiza&lt;/i&gt; 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.026182592467676527,"score_gpt":0.30876670084321817,"score_spread":0.28258410837554165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390278936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95315915,0.0024869228,0.0000029205316,0.040094543,0.00019669834,0.00067182817,0.0001235107,0.0001852076,0.003079239],"genre_scores_gemma":[0.992981,0.0036589839,0.00013009398,0.0027378872,0.000077980156,0.0000438517,0.00022629813,0.0000022335068,0.00014165376],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996879,0.0008242896,0.0006712611,0.00037806042,0.00075027166,0.0004971252],"domain_scores_gemma":[0.9971275,0.0016781639,0.00038175302,0.00024106179,0.00017250165,0.00039902586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014079724,0.00023596152,0.00044847478,0.000034568126,0.0006848634,0.000026578931,0.0008023014,0.0002509123,0.00027682752],"category_scores_gemma":[0.00043312286,0.00012065104,0.000086869026,0.0008914165,0.0004042558,0.00010932079,0.0005381929,0.0004648491,0.00010906684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017921617,0.004026086,0.028794067,0.00065874035,0.0002124997,0.000029225275,0.0014417968,0.00002939287,0.33255485,0.042715784,0.28505194,0.30269346],"study_design_scores_gemma":[0.002357455,0.00168572,0.9043314,0.00038254473,0.000025004358,0.000015959935,0.00019112,0.0008154786,0.0017665777,0.0036741383,0.084326595,0.00042803932],"about_ca_topic_score_codex":0.0002521424,"about_ca_topic_score_gemma":0.0011892462,"teacher_disagreement_score":0.8755373,"about_ca_system_score_codex":0.00017312916,"about_ca_system_score_gemma":0.00008159361,"threshold_uncertainty_score":0.52674854},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.04158170580608259,"score_gpt":0.38339446943196265,"score_spread":0.34181276362588003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401928218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95108515,0.0024969063,0.0023877379,0.038808115,0.0012859562,0.0010857211,0.00070236006,0.0001280727,0.0020199737],"genre_scores_gemma":[0.9949364,0.0020019177,0.00020004406,0.0013009843,0.00018949881,0.000024812327,0.0009331825,0.000015654656,0.00039749042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99630773,0.0012055831,0.00089646917,0.00033926175,0.0007793148,0.0004716375],"domain_scores_gemma":[0.9968858,0.0014239398,0.0004519321,0.00045975548,0.00021731108,0.000561295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017121562,0.00017980109,0.00034290634,0.00014376629,0.0011966481,0.000014371388,0.0004207821,0.00028041404,0.0008662999],"category_scores_gemma":[0.00033637273,0.00018558429,0.000058188718,0.0005121174,0.00020982539,0.00018348698,0.0005395366,0.0007529514,0.00006564531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008628861,0.00011522525,0.9566665,0.0015292951,0.000034728302,0.000002584456,0.0023734448,0.000004508955,6.70778e-8,0.022495402,0.0028608753,0.013831076],"study_design_scores_gemma":[0.00050084176,0.000050304545,0.9861779,0.0028394724,0.000024960098,0.000002323378,0.0019136912,0.0018631384,7.3117306e-8,0.00026244382,0.006235992,0.00012880904],"about_ca_topic_score_codex":0.0030489736,"about_ca_topic_score_gemma":0.001985341,"teacher_disagreement_score":0.04385126,"about_ca_system_score_codex":0.0013616935,"about_ca_system_score_gemma":0.001642244,"threshold_uncertainty_score":0.94853765},"labels":[],"label_agreement":null}]}