{"meta":{"query_hash":"58d4d37cc0c3","filters":{"venue":"UPI Journal of Pharmaceutical Medical and Health Sciences"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/58d4d37cc0c3","api":"https://metacan.xera.ac/api/v1/cohort?venue=UPI+Journal+of+Pharmaceutical+Medical+and+Health+Sciences"},"results":[{"id":"W4413734976","doi":"10.37022/jpmhs.v8i2.141","title":"Driving factors of brain drain among medical students of the university of abuja college of health sciences, nigeria","year":2025,"lang":"en","type":"article","venue":"UPI Journal of Pharmaceutical Medical and Health Sciences","topic":"Health and Well-being Studies","field":"Psychology","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":"Brain drain; Medical education; Psychology; Medicine; Economic growth","score_opus":0.061091717409286095,"score_gpt":0.46292554318661694,"score_spread":0.40183382577733084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413734976","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":[0.998892,0.00022290128,0.000014781929,0.00033201714,0.000008316413,0.000011424048,0.000031565683,6.58932e-7,0.0004863312],"genre_scores_gemma":[0.9994229,0.0003012448,0.000032534623,0.000065353,0.0000063547254,0.0000075260555,0.00002234499,4.6112172e-7,0.0001413326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999681,0.000075537486,0.000048591603,0.000022513323,0.00006571667,0.00010667193],"domain_scores_gemma":[0.9985851,0.00028542528,0.0005869913,0.000027867505,0.0001308392,0.00038379314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005473791,0.00015750053,0.00022735856,0.00052501477,0.0009397138,0.00080453383,0.0002721554,0.00042526127,0.002171526],"category_scores_gemma":[0.002539893,0.00020221928,0.00022930787,0.00059278903,0.00034991646,0.00032467567,0.00067886524,0.00070934783,0.00022088081],"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":[0.000024952868,0.00015289083,0.9928658,0.00006199741,0.0000074742966,0.00032333302,0.0025386978,0.000020585361,0.0001999271,0.00006710253,0.00024413395,0.0034931025],"study_design_scores_gemma":[0.000003518683,0.00020354577,0.9693792,0.0002070722,0.000015395719,0.000481762,0.02826855,0.00016674316,0.00009480447,0.00008375934,0.0010840375,0.000011694553],"about_ca_topic_score_codex":0.00892657,"about_ca_topic_score_gemma":0.016533146,"teacher_disagreement_score":0.00892657,"about_ca_system_score_codex":0.00037554206,"about_ca_system_score_gemma":0.0013579723,"threshold_uncertainty_score":0.01774925},"labels":[],"label_agreement":null}]}