{"id":"W2791359094","doi":"10.1136/bmjopen-2017-017955","title":"HIV/AIDS mortality attributable to alcohol use in South Africa: a comparative risk assessment by socioeconomic status","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Centers for Disease Control and Prevention; Medical Research Council; South African Medical Research Council; U.S. President’s Emergency Plan for AIDS Relief; South African National AIDS Council; UNICEF; Centre for Addiction and Mental Health; Bill and Melinda Gates Foundation","keywords":"Medicine; Socioeconomic status; Environmental health; Epidemiology; Human immunodeficiency virus (HIV); Public health; Family medicine; Demography; Population; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001397749,0.0001703551,0.0005740409,0.0001464,0.000155705,0.0002614289,0.0003338569,0.00006746476,0.003447596],"category_scores_gemma":[0.0003096164,0.0001503824,0.0001199514,0.0002402422,0.0001352697,0.0004887477,0.0005257906,0.0003183039,0.002152835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004548696,"about_ca_system_score_gemma":0.0004719794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567379,"about_ca_topic_score_gemma":0.001950973,"domain_scores_codex":[0.9977762,0.0003509392,0.0005040619,0.0004386517,0.000295383,0.0006347343],"domain_scores_gemma":[0.9984938,0.0001018009,0.0001381752,0.0005884647,0.0002009616,0.0004768029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003365004,0.0003997433,0.5958074,0.00001913593,0.000213408,0.00001144969,0.003760933,0.000004999572,0.0005170721,0.0002745393,0.3983759,0.0002789176],"study_design_scores_gemma":[0.008861337,0.007493011,0.7787702,0.000443252,0.0001517395,0.000005496401,0.009776562,0.005343726,0.001928886,0.0003337013,0.1863066,0.0005854697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430104,0.0000243813,0.001720625,0.0004498085,0.0000341223,0.007134748,0.001931158,0.00002583651,0.04566892],"genre_scores_gemma":[0.9487025,0.000003803728,0.003369505,0.0001711054,0.00008540564,0.001337314,0.0002452562,0.00001859587,0.04606652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120693,"threshold_uncertainty_score":0.9986241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243813166649864,"score_gpt":0.4973118911158515,"score_spread":0.2729305744508651,"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."}}