{"id":"W2589156294","doi":"10.1016/j.ijid.2017.02.010","title":"Pneumocystis pneumonia in patients with inflammatory or autoimmune diseases: Usefulness of lymphocyte subtyping","year":2017,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"National Natural Science Foundation of China","keywords":"Medicine; Internal medicine; Population; Pneumonia; Immunology; Gastroenterology","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":[0.001483998,0.0004860999,0.0005028335,0.001207355,0.0002840472,0.0008290495,0.0002819322,0.0004055405,0.0006963179],"category_scores_gemma":[0.002941322,0.0001414938,0.0002772475,0.0007630818,0.0002875397,0.0007747514,0.0004847909,0.0004617375,0.0001877421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503671,"about_ca_system_score_gemma":0.0002722584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007642378,"about_ca_topic_score_gemma":0.001035086,"domain_scores_codex":[0.9992477,0.0002746329,0.0001378141,0.0001073567,0.0001372467,0.00009533831],"domain_scores_gemma":[0.9987004,0.0004319599,0.0004343695,0.0000491883,0.0002149791,0.0001690679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552782,0.00001950388,0.9915431,0.00002229343,0.00001831501,0.0001300204,0.00003123076,0.00003983686,0.0004161769,0.000008961341,0.00006936768,0.007545916],"study_design_scores_gemma":[0.00002587889,0.0003497668,0.9941468,0.00007838649,0.00009426287,0.001581714,0.0004572337,0.001390131,0.0009804808,0.00007107203,0.0008124356,0.00001187086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930158,0.005284157,0.0004684585,0.0001612183,0.00003409353,0.00001851469,0.0001094968,0.00001192548,0.0008963447],"genre_scores_gemma":[0.9985462,0.000776935,0.0003927232,0.00004601113,0.00005223036,0.000009874845,0.00009677151,0.000001681107,0.00007749321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483998,"threshold_uncertainty_score":0.007848203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008479080313677398,"score_gpt":0.2556846802761241,"score_spread":0.2472055999624467,"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."}}