{"id":"W2333527851","doi":"10.1097/qad.0b013e328354f58a","title":"Mapping community viral load and social boundaries","year":2012,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; University of Ottawa","funders":"","keywords":"Socioeconomic status; Poverty; Viral load; Psychological intervention; Geography; Sophistication; Demography; Human immunodeficiency virus (HIV); Economic growth; Sociology; Population; Virology; Medicine; Economics","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":[0.00131347,0.000286745,0.0002182319,0.004957207,0.001028214,0.001760817,0.0006522969,0.0005160243,0.001241836],"category_scores_gemma":[0.008509512,0.0001702942,0.0001640861,0.003809158,0.0005272577,0.00134416,0.002580398,0.0005385146,0.0002841902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167971,"about_ca_system_score_gemma":0.0008628606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06115244,"about_ca_topic_score_gemma":0.08279906,"domain_scores_codex":[0.9992448,0.0003433877,0.00003218167,0.0001430791,0.0001565865,0.00008000172],"domain_scores_gemma":[0.9970535,0.001032116,0.0007061757,0.0001672491,0.0007982693,0.0002427892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009534173,0.000169661,0.7838748,0.000307981,0.0001560962,0.0001459429,0.009512622,0.003044255,0.0006609336,0.008736614,0.008311152,0.1849845],"study_design_scores_gemma":[0.00002202347,0.0002063728,0.8724803,0.0008017425,0.00009468135,0.0003634065,0.03744826,0.0258764,0.001329131,0.01730611,0.04394817,0.0001234249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950856,0.003289353,0.01539262,0.002822738,0.0001260658,0.0002318158,0.00564649,0.0001061226,0.02152873],"genre_scores_gemma":[0.9840944,0.000883435,0.01189814,0.0001470974,0.0000542807,0.0001603111,0.001749758,0.00001699177,0.0009955761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06115244,"threshold_uncertainty_score":0.1215929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049936075290849,"score_gpt":0.3362780109574913,"score_spread":0.2863419356666423,"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."}}