{"id":"W4207017174","doi":"10.5114/jhi.2021.112838","title":"Alcohol consumption trends and burden of alcohol-related health problems in Latvia","year":2021,"lang":"en","type":"article","venue":"Journal of Health Inequalities","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alcohol consumption; Alcohol; Consumption (sociology); Inequality; Environmental health; Public health; Medicine; Sociology; Social science; Biology; Mathematics","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":[0.0002377207,0.0001650167,0.0002206095,0.001284804,0.0003031147,0.0005098716,0.0002476948,0.0003340686,0.004155936],"category_scores_gemma":[0.001046344,0.0002234324,0.0004082075,0.002168092,0.0001209927,0.0003792714,0.0005330444,0.000379842,0.0007075034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436377,"about_ca_system_score_gemma":0.0006375347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1655328,"about_ca_topic_score_gemma":0.2292098,"domain_scores_codex":[0.9998093,0.00003391256,0.0000319071,0.00003081431,0.00003671475,0.00005728781],"domain_scores_gemma":[0.9995139,0.00005785199,0.0002081579,0.00001853451,0.0001442873,0.00005733689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002713121,0.00004304041,0.9480182,0.0004219004,0.0002248865,0.0002930021,0.001071174,0.0003840266,0.0005081673,0.0004348063,0.02270607,0.02562351],"study_design_scores_gemma":[0.000004171186,0.00001575771,0.9973732,0.0001259478,0.00002951048,0.00005740698,0.000387711,0.0001469855,0.0000207245,0.00004074462,0.001792706,0.000005057475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324417,0.009147793,0.0001598946,0.004272254,0.0001661669,0.00002358226,0.04457989,0.00005459462,0.009154086],"genre_scores_gemma":[0.9706553,0.006464407,0.0001682037,0.0003075976,0.00007303024,0.00005215773,0.0184473,0.00002057162,0.003811431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655328,"threshold_uncertainty_score":0.3291385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440120950915625,"score_gpt":0.4136104164993815,"score_spread":0.269598321407819,"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."}}