{"id":"W1972540199","doi":"10.4236/health.2014.615235","title":"Profiles of HIV-Affected Households in Ghana","year":2014,"lang":"en","type":"article","venue":"Health","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Livelihood; Human immunodeficiency virus (HIV); Asset (computer security); Socioeconomics; Food insecurity; Geography; Environmental health; Demography; Economics; Medicine; Food security; Agriculture; Sociology","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":[0.0002989367,0.0001562184,0.0001501377,0.0009142067,0.0006623022,0.0004826123,0.0002187644,0.0002086233,0.002656059],"category_scores_gemma":[0.001383604,0.000159184,0.00008875745,0.001540126,0.0002387167,0.0006349207,0.0006569696,0.0001941339,0.0002398259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590124,"about_ca_system_score_gemma":0.0003298727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117812,"about_ca_topic_score_gemma":0.01498493,"domain_scores_codex":[0.9997795,0.00007972213,0.00002649864,0.00002516048,0.00002766423,0.00006146992],"domain_scores_gemma":[0.9994091,0.00008189987,0.0003007338,0.00002134386,0.00006823987,0.0001187529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003984565,0.00002222394,0.9911151,0.00002115949,0.000006683415,0.0002603174,0.002560104,0.00006517456,0.0001947671,0.00006871731,0.0003024807,0.005343544],"study_design_scores_gemma":[0.000004268778,0.00006803308,0.9857335,0.00006099685,0.000006830955,0.0008998039,0.01127437,0.0002199153,0.0001184961,0.0002229855,0.001383771,0.00000696288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983991,0.0001848654,0.00007509664,0.0001015703,0.000001495252,0.00002067373,0.0006893273,0.000002418478,0.0005253579],"genre_scores_gemma":[0.9990079,0.000237342,0.0001208121,0.00002735911,0.000001874894,0.00001738948,0.0004360988,8.702827e-7,0.0001503796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117812,"threshold_uncertainty_score":0.0222261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096962762719188,"score_gpt":0.3089856134841991,"score_spread":0.2880159858570072,"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."}}