{"id":"W2594803825","doi":"10.1155/2017/7868954","title":"Epidemiology and Outcomes in Critically Ill Patients with Human Immunodeficiency Virus Infection in the Era of Combination Antiretroviral Therapy","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Critically ill; Medicine; Intensive care medicine; Epidemiology; Virology; Immunology; Viral load; 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":[0.0005070896,0.0001898291,0.0002889374,0.0008397544,0.0004209282,0.0006903398,0.0002747442,0.0004190005,0.001199118],"category_scores_gemma":[0.002444538,0.0001908563,0.0002339479,0.0009782559,0.0003255414,0.0006131732,0.0005491004,0.0007306819,0.0001124655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722597,"about_ca_system_score_gemma":0.0004714478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302356,"about_ca_topic_score_gemma":0.003107226,"domain_scores_codex":[0.999366,0.0001660036,0.0001004504,0.0001020481,0.0001240315,0.0001415452],"domain_scores_gemma":[0.9974992,0.00026708,0.001585224,0.00005391901,0.000161437,0.0004330765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003214783,0.00001682361,0.9986028,0.00001184393,0.00001956962,0.0001192484,0.00003804265,0.00003969357,0.00005121116,0.00003077595,0.0001487333,0.0008890959],"study_design_scores_gemma":[0.000004879473,0.00009114575,0.9978579,0.00003842911,0.00001390961,0.0009476434,0.0003420919,0.0003256825,0.00003631455,0.00008438322,0.000252312,0.00000533053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971885,0.001360016,0.0001091708,0.0003625022,0.00001578428,0.00001124605,0.0004035841,0.000003890231,0.0005452647],"genre_scores_gemma":[0.9988381,0.0005876731,0.00005910547,0.00007569646,0.00003668154,0.000008317123,0.0003390368,0.000001113293,0.00005424045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002302356,"threshold_uncertainty_score":0.004577875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009454466267315347,"score_gpt":0.2769110996323302,"score_spread":0.2674566333650149,"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."}}