{"id":"W4386704740","doi":"10.1097/qad.0000000000003723","title":"Neurologic infections in people with HIV: shifting epidemiological and clinical patterns","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta; Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Incidence (geometry); Epidemiology; Hazard ratio; Proportional hazards model; Cohort study; Retrospective cohort study; Pediatrics; Observational study; Cohort; Sida; Confidence interval; Internal medicine; Human immunodeficiency virus (HIV); Immunology; Viral disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005654735,0.00008897505,0.0002226064,0.00009466089,0.00009940569,0.000006548993,0.0000627103,0.0001378848,0.0001782102],"category_scores_gemma":[0.0004389791,0.00005594176,0.00003873463,0.000228454,0.0001286197,0.00003242169,0.00009948564,0.0003566116,0.001167749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001001197,"about_ca_system_score_gemma":0.00002121858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974771,"about_ca_topic_score_gemma":0.0004108205,"domain_scores_codex":[0.9987113,0.0004838665,0.0001925907,0.0002560777,0.00001719807,0.00033894],"domain_scores_gemma":[0.998641,0.001162361,0.00002833554,0.0001250715,0.00001158834,0.00003170013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004504625,0.0001130672,0.9940604,0.00000384347,0.00004039567,0.00005425284,0.00005202315,0.000005953264,0.00009509605,0.00013772,0.0003612934,0.005030892],"study_design_scores_gemma":[0.001051928,0.001469016,0.9957705,0.000006528409,0.00001091265,0.00005138171,0.00006767561,0.00001325899,0.00001940319,0.0001008285,0.001379411,0.00005917349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981519,0.0001206885,0.0000692796,0.0009593741,0.00007688913,0.0001396103,0.00002392743,0.00009447104,0.0003638896],"genre_scores_gemma":[0.9989877,0.0002596258,0.0000323764,0.0001597462,0.00001593236,0.00004302055,0.0001183713,0.000005612784,0.0003776613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004971718,"threshold_uncertainty_score":0.9996099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04293345632409101,"score_gpt":0.33941322128266,"score_spread":0.296479764958569,"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."}}