{"id":"W4205415987","doi":"10.3389/fimmu.2021.808722","title":"Pulmonary Immune Dysregulation and Viral Persistence During HIV Infection","year":2022,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Immune dysregulation; Immunology; Immune system; Lung; Medicine; Microbiome; Inflammation; COPD; Population; Disease; Dysbiosis; Biology; Gut flora; Bioinformatics; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005949229,0.0005908588,0.00109906,0.001166715,0.0002015901,0.000871325,0.0005498952,0.001073299,0.001876108],"category_scores_gemma":[0.001020565,0.0001674139,0.0004855421,0.0008787179,0.0004169983,0.0007768376,0.0005268194,0.001328041,0.0006695744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475304,"about_ca_system_score_gemma":0.0008747039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009084914,"about_ca_topic_score_gemma":0.001408402,"domain_scores_codex":[0.9997867,0.00005379153,0.00003423295,0.00003376467,0.00006524088,0.00002643966],"domain_scores_gemma":[0.9996124,0.0002160425,0.00005748409,0.000007233547,0.0000791663,0.00002777843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001418118,0.00005871475,0.0006373356,0.02305455,0.0001462487,0.0002096803,0.0000874793,0.000241058,0.0009505978,0.001929306,0.02057772,0.9519655],"study_design_scores_gemma":[0.00003486402,0.000276622,0.005268368,0.01826045,0.0003751225,0.003669434,0.000175062,0.0002125336,0.0006619926,0.0026995,0.9683307,0.00003522197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000937852,0.9993777,0.00002713593,0.0001618864,0.00010209,0.000001527719,0.000005457532,0.000002288687,0.0002280854],"genre_scores_gemma":[0.001001163,0.9984926,0.00004239321,0.0001215639,0.0001771793,0.000003247545,0.00001115793,4.786626e-7,0.0001502352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001876108,"threshold_uncertainty_score":0.00627625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079434254571454,"score_gpt":0.2587167779973409,"score_spread":0.2379224354516264,"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."}}