{"id":"W1568968850","doi":"10.5772/31560","title":"The Relationship Between Alcohol Consumption and Human Immunodeficiency Virus Infection and Risk Behaviour: A Systematic Literature Review of High-Risk Groups, with a Focus on South Africa","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"MaRS; University of Toronto","funders":"","keywords":"Cape; Public health; Human immunodeficiency virus (HIV); Alcohol consumption; Unit (ring theory); Alcohol abuse; Medicine; Environmental health; Library science; Family medicine; Psychiatry; Geography; Biology; Nursing; Alcohol; Psychology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001335636,0.0005276176,0.001122674,0.0003433128,0.0004214709,0.00006990671,0.0001265268,0.000517723,0.000008583256],"category_scores_gemma":[0.0004658423,0.0003261713,0.0001399825,0.00005656292,0.0004237226,0.0000649287,0.00008925955,0.00169972,0.00002671789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325362,"about_ca_system_score_gemma":0.00004738524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835417,"about_ca_topic_score_gemma":0.0001058797,"domain_scores_codex":[0.9974368,0.0002739129,0.0009723856,0.0004672408,0.0005676952,0.0002820063],"domain_scores_gemma":[0.9962972,0.0009175411,0.001501955,0.00087756,0.0002644362,0.0001412952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007567109,0.0002290602,0.5817683,0.2908752,0.002427571,0.00009185453,0.03804033,1.26024e-7,0.0005227281,0.05833553,0.0001104239,0.02684215],"study_design_scores_gemma":[0.003139062,0.004047653,0.11765,0.8385093,0.02038768,0.0004982495,0.0004725101,0.000001317757,0.0006723141,0.01262465,0.0006955435,0.0013018],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5864401,0.362267,0.0007082467,0.00006781289,0.0002379945,0.01192687,0.001136823,0.0003922733,0.03682291],"genre_scores_gemma":[0.972206,0.01914298,0.00005320123,0.00001342834,0.00009596852,0.0001746211,0.00006821602,0.00009578837,0.008149805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5476341,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06044815363676047,"score_gpt":0.3137935356492638,"score_spread":0.2533453820125033,"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."}}