{"id":"W2066289378","doi":"10.7448/ias.17.4.19716","title":"Burden of subclinical heart and lung disease detected on thoracic CT scans of HIV patients on HAART","year":2014,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Bronchiectasis; Lung; Internal medicine; Subclinical infection; Air trapping; Bronchiolitis; Myocardial infarction; Radiology; Gastroenterology; Cardiology; Respiratory system","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":[0.0003831847,0.0002135676,0.0002793012,0.0008948019,0.0003678339,0.0007271667,0.0002685233,0.0004584909,0.002568558],"category_scores_gemma":[0.001660108,0.0002315848,0.0001814409,0.0005138103,0.0003123558,0.0004274808,0.0003445323,0.0003565717,0.0001922238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829551,"about_ca_system_score_gemma":0.0001913532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577631,"about_ca_topic_score_gemma":0.003516197,"domain_scores_codex":[0.9996005,0.0001351324,0.00005011343,0.0000607954,0.00007689503,0.0000765618],"domain_scores_gemma":[0.9987969,0.0003287946,0.0005123248,0.00004031372,0.00009900529,0.0002225127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002958506,0.000006442666,0.9991516,0.000004044263,0.00001290951,0.00007754116,0.00002199488,0.00001139402,0.0001340075,0.000004726239,0.00002583619,0.0005198586],"study_design_scores_gemma":[0.000002977147,0.00004471899,0.9989492,0.000006870434,0.00001157444,0.0006630831,0.0001206648,0.0001024275,0.00003338741,0.00000958389,0.00005387795,0.000001625457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991676,0.0002697863,0.00002140868,0.00003638247,0.000003103427,0.000003028825,0.0001701019,0.000001788536,0.0003267884],"genre_scores_gemma":[0.999678,0.00008449637,0.00003485289,0.00001342235,0.00001469659,0.00000200912,0.0001319639,5.232737e-7,0.00004001288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577631,"threshold_uncertainty_score":0.008592725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220891112334841,"score_gpt":0.2993806662475823,"score_spread":0.2871717551242339,"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."}}