{"meta":{"query_hash":"c5b7d6285ea4","filters":{"venue":"Epidemiology and Health System Journal"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/c5b7d6285ea4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Epidemiology+and+Health+System+Journal"},"results":[{"id":"W4387464194","doi":"10.34172/ehsj.2023.01","title":"Association of Perceived Health, Happiness, and Quality of Life With Morbid Thoughts and Suicide Ideation: Evidence From the Study on Global AGEing and Adult Health","year":2023,"lang":"en","type":"article","venue":"Epidemiology and Health System Journal","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Happiness; Quality of life (healthcare); Suicidal ideation; Life satisfaction; Medicine; Psychology; Demography; Odds ratio; Suicide prevention; Gerontology; Poison control; Environmental health; Social psychology; Sociology","score_opus":0.24630542194278945,"score_gpt":0.46982830562240063,"score_spread":0.22352288367961118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387464194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782096,0.01764349,0.00020634962,0.00081724545,0.000046363246,0.000016607046,0.00052888255,0.000002750553,0.0025285874],"genre_scores_gemma":[0.99590623,0.0037045882,0.00007802463,0.000082716724,0.0000258455,0.000006454625,0.00015671866,0.0000010387257,0.000038328064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979086,0.0012860671,0.00020342269,0.0001908708,0.00027634212,0.00013467929],"domain_scores_gemma":[0.97939026,0.011126255,0.006040751,0.00083012576,0.0016336857,0.0009787986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049868436,0.00024159117,0.00038209587,0.0013635118,0.0003209928,0.00086278905,0.00039913814,0.0003329117,0.0015967946],"category_scores_gemma":[0.01146877,0.00027008646,0.00085740583,0.0016202736,0.000974632,0.0003752729,0.00084791303,0.000668459,0.0001134169],"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":[0.00010722942,0.000033954926,0.9936661,0.00019742042,0.0006026311,0.000039023147,0.00026449637,0.000037103753,0.00001819207,0.00007974323,0.00012240006,0.004831691],"study_design_scores_gemma":[0.0000041461267,0.000040087973,0.9991053,0.00008433431,0.00016453398,0.000045008805,0.00023139302,0.00003313975,0.000012073336,0.000046272206,0.0002307753,0.000002766442],"about_ca_topic_score_codex":0.0064124065,"about_ca_topic_score_gemma":0.007388435,"teacher_disagreement_score":0.0064124065,"about_ca_system_score_codex":0.0002566761,"about_ca_system_score_gemma":0.00041098328,"threshold_uncertainty_score":0.026373208},"labels":[],"label_agreement":null},{"id":"W4388142823","doi":"10.34172/ehsj.2023.21","title":"Prevalence of Pathological Lesion Due to Mild Head Trauma in Computed Tomography Scan of Patients’ Brains","year":2023,"lang":"en","type":"article","venue":"Epidemiology and Health System Journal","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"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":"Shahrekord University of Medical Sciences; Shahrekord University","keywords":"Medicine; Pathological; Computed tomography; Checklist; Head trauma; Vomiting; Radiology; Emergency department; Lesion; Surgery; Internal medicine","score_opus":0.14878799770964618,"score_gpt":0.3910301561865776,"score_spread":0.24224215847693142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388142823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990119,0.00021903275,0.000033233428,0.000041610107,0.000005435302,0.000012167668,0.00016555423,0.0000021311128,0.0005088649],"genre_scores_gemma":[0.99953926,0.00014424555,0.00006356329,0.000016941152,0.000010435002,0.000006469194,0.00015750472,7.430642e-7,0.000060938066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952865,0.00006220909,0.000087474575,0.00007088029,0.00016399355,0.00008685883],"domain_scores_gemma":[0.99872285,0.00010373215,0.000709785,0.000042309715,0.00022091315,0.00020030604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030262265,0.00024848702,0.00023950731,0.0018788233,0.00053526193,0.00051742437,0.00037369443,0.00031460798,0.0016527482],"category_scores_gemma":[0.0024299242,0.0001758324,0.000275,0.00087237754,0.00042235947,0.0003936193,0.00042600965,0.0003248825,0.00015155956],"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":[0.000029761954,0.000013241796,0.99876356,0.000010095958,0.000013189555,0.0002711422,0.00006217398,0.000011158881,0.00017296147,0.000008537983,0.000055291355,0.0005889999],"study_design_scores_gemma":[0.0000015209064,0.000032197542,0.9971545,0.000009753579,0.000011034223,0.0022339541,0.00034806758,0.000038412792,0.0000681994,0.000014992824,0.00008400012,0.0000033557296],"about_ca_topic_score_codex":0.011619597,"about_ca_topic_score_gemma":0.017568659,"teacher_disagreement_score":0.011619597,"about_ca_system_score_codex":0.00045426658,"about_ca_system_score_gemma":0.0006835193,"threshold_uncertainty_score":0.023103952},"labels":[],"label_agreement":null},{"id":"W4404300249","doi":"10.34172/ehsj.26270","title":"Association Between Gallstone Disease and Kidney Stone Disease: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Epidemiology and Health System Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"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":"Meta-analysis; Disease; Medicine; Kidney disease; Kidney stone disease; Internal medicine; Kidney stones","score_opus":0.1826999730815017,"score_gpt":0.4576869889099501,"score_spread":0.27498701582844837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404300249","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003348967,0.99493563,0.00050886604,0.00020427759,0.000115172414,0.0002973089,0.000397844,0.000022198717,0.00016974095],"genre_scores_gemma":[0.0910146,0.9027151,0.0029926673,0.00063886837,0.00023405287,0.0013347784,0.00080344314,0.000021738671,0.00024469118],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99069816,0.0043098787,0.0025800634,0.00085529103,0.0012021213,0.00035446923],"domain_scores_gemma":[0.9842998,0.0113643445,0.002270909,0.0004902909,0.0013610662,0.0002135909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014703675,0.0029866758,0.019794103,0.00906595,0.0008172379,0.003606813,0.002218731,0.0022545927,0.0032836916],"category_scores_gemma":[0.03144653,0.0016810114,0.042839807,0.009378913,0.00074258854,0.001944484,0.0016839282,0.001902359,0.00030518303],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011929546,0.00003014696,0.004778566,0.46597648,0.513662,0.00017703252,0.00009575533,0.00081006077,0.00023142587,0.0001641985,0.0007896771,0.012091674],"study_design_scores_gemma":[0.00030974232,0.00014938728,0.0032615669,0.03518619,0.9589782,0.00012830072,0.000040155275,0.0002354807,0.00009742209,0.00017294541,0.001415945,0.000024575917],"about_ca_topic_score_codex":0.007411705,"about_ca_topic_score_gemma":0.017762844,"teacher_disagreement_score":0.019794103,"about_ca_system_score_codex":0.0034351987,"about_ca_system_score_gemma":0.0057694544,"threshold_uncertainty_score":0.07776141},"labels":[],"label_agreement":null},{"id":"W4404300255","doi":"10.34172/ehsj.26191","title":"Investigating the Association Between Traffic-related Air Pollution (PM2.5 and Benzene) and the Risk of Asthma: A Systematic Review and Meta-analysis","year":2024,"lang":"en","type":"review","venue":"Epidemiology and Health System Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"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":"Environmental health; Air pollution; Asthma; Association (psychology); Meta-analysis; Environmental science; Medicine; Psychology; Chemistry","score_opus":0.20183714393295507,"score_gpt":0.42488080175962234,"score_spread":0.22304365782666727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404300255","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032850553,0.99504954,0.00049,0.00016412913,0.00012464276,0.00028161475,0.00040127363,0.000021913329,0.00018190323],"genre_scores_gemma":[0.07855545,0.9159642,0.0024414249,0.0006616934,0.00022839266,0.0011680189,0.0007009908,0.000024743873,0.00025503768],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9904012,0.0041038003,0.0030807122,0.0009463947,0.0011376557,0.00033024105],"domain_scores_gemma":[0.9793721,0.015680054,0.0027050858,0.0005149815,0.0014936908,0.00023406021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014238641,0.003280737,0.02254222,0.009188614,0.00091459794,0.0040141824,0.0027659328,0.00293899,0.0036922197],"category_scores_gemma":[0.036225833,0.0018416649,0.043168332,0.010209464,0.0008014777,0.002055212,0.0017659443,0.0018999216,0.00031388807],"study_design_candidate":"meta_analysis","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":[0.0009358521,0.000033824537,0.0034801152,0.5237974,0.46106106,0.00015359753,0.00009039709,0.00055208354,0.00021998957,0.00012408519,0.00047593078,0.009075575],"study_design_scores_gemma":[0.00022272952,0.00013150834,0.0020545907,0.03303918,0.9629417,0.00009526655,0.000037933394,0.0001629047,0.00009358962,0.000117682925,0.0010831356,0.000019717309],"about_ca_topic_score_codex":0.008845813,"about_ca_topic_score_gemma":0.018827826,"teacher_disagreement_score":0.02254222,"about_ca_system_score_codex":0.0031795155,"about_ca_system_score_gemma":0.005508916,"threshold_uncertainty_score":0.075302005},"labels":[],"label_agreement":null}]}