{"id":"W2155186496","doi":"10.3390/ijerph6082090","title":"The Quality of Alcohol Products in Vietnam and Its Implications for Public Health","year":2009,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Acetaldehyde; Alcohol; Alcohol content; Ethanol; Environmental health; Public health; Methanol; Sample (material); Chemistry; Quality (philosophy); Toxicology; Medicine; Chromatography; Organic chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003987667,0.0001216309,0.000109508,0.0008093015,0.0004179799,0.0007937976,0.0001510922,0.0001832905,0.0008205848],"category_scores_gemma":[0.0006389162,0.0001464895,0.00009971775,0.0008798891,0.0006111862,0.0002950972,0.0002624437,0.0002005352,0.00006011502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008723127,"about_ca_system_score_gemma":0.000587326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03054998,"about_ca_topic_score_gemma":0.03303764,"domain_scores_codex":[0.9997039,0.0001071035,0.00002163909,0.00003638368,0.00007619531,0.00005471513],"domain_scores_gemma":[0.9993467,0.0001073679,0.0002902577,0.00001858765,0.0001475756,0.00008959673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001861916,0.00008211275,0.9812609,0.0001058615,0.00005245692,0.0006300921,0.002504466,0.00008277998,0.003134332,0.0001885968,0.0001496529,0.01162258],"study_design_scores_gemma":[0.000002714312,0.0001511998,0.991848,0.00002546059,0.0000200228,0.0004299266,0.00509427,0.00009560993,0.0008797325,0.0001254715,0.001322302,0.000005261887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982541,0.0006497636,0.00004026539,0.0001624665,0.000004722895,0.000004691445,0.0001171301,8.920742e-7,0.0007658705],"genre_scores_gemma":[0.999052,0.000516018,0.00006070591,0.00003014711,0.000005368574,0.0000017832,0.00005861484,7.221349e-7,0.0002745859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054998,"threshold_uncertainty_score":0.06074429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4165290509220242,"score_gpt":0.5413823670125676,"score_spread":0.1248533160905433,"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."}}