{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"a1efa739ba9d","filters":{"venue":"International Journal of Medicine and Health Development"}},"results":[{"id":"W7117260771","doi":"10.4103/ijmh.ijmh_96_24","title":"Health Behavior and Older Adults’ Experiences Using Health Services During the COVID-19 Pandemic in Rural Nigeria: A Qualitative Study Using the Socio-Ecological Model of Health Behavior","year":2025,"lang":"en","type":"article","venue":"International Journal of Medicine and Health Development","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Qualitative research; Health care; Focus group; Exploratory research; Health literacy; Rural health; Public health; Rural area; Ignorance; Pandemic","authors":[{"name":"Ebere P Ugwuodo","is_ca":false},{"name":"Olayinka Akinrolie","is_ca":true},{"name":"Stephen S. Ede","is_ca":false},{"name":"Ernest C Nwachukwu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2165460783068669,"gpt":0.5619403873693564,"spread":0.3453943090624895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007162054,0.000217743,0.0007865794,0.0004033837,0.0006774128,0.00001980001,0.0003480616,0.00006408473,0.0000364342],"category_scores_gemma":[0.00003698311,0.0001298452,0.00004502587,0.0002249571,0.0002717532,0.0001024694,0.0001457836,0.0004649497,1.433183e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002850167,"about_ca_system_score_gemma":0.006533996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084764,"about_ca_topic_score_gemma":0.005699344,"domain_scores_codex":[0.9952284,0.001159116,0.002161616,0.0002903701,0.0006908408,0.00046964],"domain_scores_gemma":[0.9973291,0.0003628935,0.001667774,0.0001253509,0.0001721624,0.0003426975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002661144,0.0005909997,0.3064877,0.0004049955,0.00005761403,0.00001049629,0.6768903,0.00002300568,0.000004617105,0.00007284063,0.00006752094,0.01512375],"study_design_scores_gemma":[0.003370966,0.0005564282,0.3944785,0.0009688204,0.000008513337,0.000142701,0.6001956,0.0001022625,4.226179e-7,0.00004170012,0.00006763535,0.00006643622],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416854,0.008365771,0.0007414469,0.04703239,0.0007687609,0.001384989,0.00001047782,0.00000840837,0.000002286124],"genre_scores_gemma":[0.9722702,0.001447607,0.0005443402,0.02550648,0.00009382179,0.0001030579,0.000005120338,0.000009506345,0.00001990123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799076,"threshold_uncertainty_score":0.9990981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409125878","doi":"10.4103/ijmh.ijmh_35_24","title":"Prevalence of Work-Related Musculoskeletal Disorders among Dental Workers in Enugu Metropolis, Nigeria","year":2025,"lang":"en","type":"article","venue":"International Journal of Medicine and Health Development","topic":"Occupational health in dentistry","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Medicine; Environmental health","authors":[{"name":"Canice Chukwudi Anyachukwu","is_ca":false},{"name":"Faith N. Ezugwu","is_ca":false},{"name":"Stephen Sunday Ede","is_ca":false},{"name":"Ogochukwu Kelechi Onyeso","is_ca":true},{"name":"Charles Ikechukwu Ezema","is_ca":false},{"name":"Chisom Favour Ede","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03660969356571439,"gpt":0.4639626769544199,"spread":0.4273529833887055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002703781,0.0001460312,0.0004223863,0.000846279,0.0001561079,0.000003620773,0.0003382676,0.0001304823,0.0003431946],"category_scores_gemma":[0.0003932444,0.0001212456,0.00005022991,0.000387901,0.0002076019,0.0001452085,0.0001220317,0.0007051208,0.00000519431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000915187,"about_ca_system_score_gemma":0.00221382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006429012,"about_ca_topic_score_gemma":0.000760561,"domain_scores_codex":[0.996164,0.0002941844,0.002261404,0.0001750405,0.000780697,0.0003246221],"domain_scores_gemma":[0.9976357,0.0004496998,0.001218763,0.00009136846,0.0004114785,0.0001929993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807452,0.00008415724,0.9670767,0.0008326168,0.0001022231,0.00001040591,0.002337215,0.000009294237,0.000002524807,0.0004264088,0.009145581,0.01979216],"study_design_scores_gemma":[0.002713838,0.00009585588,0.982547,0.007027311,0.00001067619,0.000005832066,0.003386762,0.000008426389,0.000003726747,0.0004904434,0.003638158,0.00007194259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670154,0.003564107,0.0004192747,0.02346539,0.004037715,0.0004198774,0.000005001924,0.000008528265,0.001064651],"genre_scores_gemma":[0.9931838,0.002424997,0.001632138,0.001650955,0.0001783114,0.00001909605,0.00001177498,0.000009947101,0.0008889684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02616835,"threshold_uncertainty_score":0.4944253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}