{"id":"W2773527967","doi":"10.15173/nexus.v25i0.1586","title":"Income Status and Education as Predictors of HIV Transmission in South Africa","year":2017,"lang":"en","type":"article","venue":"NEXUS The Canadian Student Journal of Anthropology","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Socioeconomic status; Context (archaeology); Transmission (telecommunications); Human immunodeficiency virus (HIV); Environmental health; Developing country; Medicine; Geography; Socioeconomics; Demography; Economic growth; Immunology; Population; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008457783,0.0001058818,0.0003252508,0.0002628175,0.001413193,0.000009973908,0.0003308394,0.0001455272,0.0001798806],"category_scores_gemma":[0.0002169784,0.00006593253,0.00003474532,0.00006898426,0.0007694606,0.00009924229,0.0000556296,0.0007151976,0.000008135991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337758,"about_ca_system_score_gemma":0.003781912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03211563,"about_ca_topic_score_gemma":0.06453606,"domain_scores_codex":[0.9981732,0.0004467442,0.0005876007,0.0001475334,0.000209659,0.0004352041],"domain_scores_gemma":[0.9981605,0.00009067044,0.0007878856,0.0002877204,0.0002389056,0.0004342782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00010631,0.0001253027,0.9298616,0.00008056758,0.00003443068,0.00001259055,0.06571604,0.000003414074,0.00003439919,0.001641745,0.0006837206,0.001699894],"study_design_scores_gemma":[0.0007828873,0.000312962,0.9246219,0.0002425753,0.00002948816,0.0000163665,0.0520851,0.000002028027,0.000009502065,0.001484026,0.0203479,0.00006520753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788449,0.00206295,0.00001719818,0.01251384,0.002192332,0.0003976549,0.00001134217,0.000002471246,0.003957356],"genre_scores_gemma":[0.9979477,0.0004743171,0.00002732455,0.0001977928,0.0004003919,0.000003501916,0.000001017571,0.00001090483,0.0009370571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03242043,"threshold_uncertainty_score":0.9998868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442357195643135,"score_gpt":0.4364754840865112,"score_spread":0.3820519121300799,"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."}}