{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007023147,0.0002563137,0.00042071,0.0005203362,0.0002046128,0.00002213997,0.0002001364,0.00008920486,0.00008034099],"category_scores_gemma":[0.0001827791,0.0001608935,0.0001232585,0.0008685646,0.00003834015,0.0001002474,0.00005381472,0.001076394,0.000003696694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039583,"about_ca_system_score_gemma":0.0001254811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000727239,"about_ca_topic_score_gemma":0.0005996934,"domain_scores_codex":[0.9980407,0.0003831759,0.0004066526,0.0004013815,0.000311898,0.0004561757],"domain_scores_gemma":[0.9987802,0.0006405765,0.0001057834,0.0003736471,0.00002680574,0.00007300802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005364211,0.0006639389,0.9857564,0.00002563185,0.00002544529,0.0000888161,0.003527746,0.0006302806,0.007361177,0.00009816131,0.00002329164,0.001262697],"study_design_scores_gemma":[0.00440137,0.008075461,0.9823341,0.0001594961,0.00001931836,0.00003519694,0.002842761,0.0004949985,0.0002266262,0.00002173898,0.001186645,0.0002022815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973329,0.00004322767,0.000009369601,0.0006027126,0.0001715785,0.001412998,0.00005543422,0.00004085289,0.0003309624],"genre_scores_gemma":[0.9985565,0.00004728664,0.00001277243,0.0005583111,0.000109238,0.0005962524,0.00002603139,0.00003896618,0.00005465264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007411522,"threshold_uncertainty_score":0.6561046,"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."}}