{"id":"W4292314731","doi":"10.1097/qad.0000000000003365","title":"Risk factors for pneumococcal carriage in adults living with HIV on antiretroviral therapy in the infant pneumococcal vaccine era in Malawi","year":2022,"lang":"en","type":"article","venue":"AIDS","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Department for International Development; Medical Research Council; Royal Society; Government of the United Kingdom; Department of Health and Social Care; European and Developing Countries Clinical Trials Partnership; Wellcome Trust; National Institute for Health and Care Research; European Commission; Bill and Melinda Gates Foundation","keywords":"Carriage; Medicine; Vaccination; Pneumococcal conjugate vaccine; Pediatrics; Serotype; Pneumococcal vaccine; Socioeconomic status; Conjugate vaccine; Population; Streptococcus pneumoniae; Environmental health; Immunization; Immunology; Biology","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":[0.0004693141,0.0002533307,0.0002079317,0.0004178705,0.000552153,0.0005482391,0.0002551584,0.00031818,0.001861471],"category_scores_gemma":[0.00169905,0.0002638303,0.0003215917,0.0006174769,0.0002501374,0.0004700407,0.0006363741,0.0005534761,0.0001311864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004462982,"about_ca_system_score_gemma":0.0005807569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04983513,"about_ca_topic_score_gemma":0.05949304,"domain_scores_codex":[0.9996819,0.00009703099,0.00003905465,0.00005376076,0.00004290893,0.00008531687],"domain_scores_gemma":[0.9993622,0.00007818517,0.0003760092,0.00002131595,0.00005670273,0.0001056849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009951116,0.000008249663,0.9991738,0.00001013772,0.00001653493,0.00002208986,0.00007889172,0.00002107469,0.00004012454,0.00000805962,0.00008980628,0.0005212747],"study_design_scores_gemma":[0.000001681255,0.00002564771,0.9993775,0.00002291754,0.00001304764,0.0000737951,0.0001623369,0.0001624007,0.00001458889,0.000007646443,0.0001370836,0.000001305869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976676,0.0008215406,0.00008930299,0.0003072689,0.000008717537,0.00001580558,0.0007581383,0.000003678327,0.0003280698],"genre_scores_gemma":[0.9993464,0.0002084229,0.00006373676,0.00004360527,0.000007433607,0.000007864433,0.0002136392,6.596569e-7,0.0001082752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04983513,"threshold_uncertainty_score":0.09909016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159830422767765,"score_gpt":0.2600682514608743,"score_spread":0.2484699472331967,"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."}}