{"id":"W4415505777","doi":"10.52163/yhc.v66icd18.3481","title":"38. DƯỢC SĨ CỘNG ĐỒNG - CƠ HỘI VÀ VAI TRÒ QUAN TRỌNG TRONG CHĂM SÓC SỨC KHỎE","year":2025,"lang":"","type":"article","venue":"Tạp chí Y học Cộng đồng","topic":"Research studies in Vietnam","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Southeast asia; Ho chi minh; Central asia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704165,0.0004638802,0.0001379945,0.0003256382,0.003717863,0.001002669,0.0004836257,0.002238974,0.04495678],"category_scores_gemma":[0.000413565,0.000310761,0.0002140085,0.0004456827,0.0006770833,0.0009677694,0.0008370592,0.001497586,0.009077554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005098301,"about_ca_system_score_gemma":0.008307631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5460511,"about_ca_topic_score_gemma":0.7636577,"domain_scores_codex":[0.9998136,0.00002247182,0.000009573987,0.00002318336,0.00003388613,0.00009736665],"domain_scores_gemma":[0.9997591,0.00003243436,0.00001507557,0.000008196072,0.00008924834,0.00009593174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001917499,0.0001656764,0.02005765,0.000818935,0.00001682024,0.00308149,0.02566006,0.0001034343,0.005317637,0.02002559,0.8341261,0.09043478],"study_design_scores_gemma":[0.000009284547,0.00003796107,0.02622656,0.0001308523,0.000005460832,0.0001489818,0.007243813,0.00002281713,0.0006011265,0.0002888368,0.9652715,0.00001272513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05769786,0.01474619,0.0005701429,0.05523433,0.003290156,0.000664775,0.005097318,0.0002303499,0.8624689],"genre_scores_gemma":[0.1246177,0.004264256,0.0007316407,0.006702611,0.0001900993,0.0003496127,0.0008398435,0.00007142027,0.8622328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5460511,"threshold_uncertainty_score":0.9132445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258136925985257,"score_gpt":0.3233389334463964,"score_spread":0.3107575641865439,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}