{"id":"W3155326873","doi":"10.1080/14656566.2021.1915989","title":"Pneumocystis jirovecii: a review with a focus on prevention and treatment","year":2021,"lang":"en","type":"review","venue":"Expert Opinion on Pharmacotherapy","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Pneumocystis jirovecii; Intensive care medicine; Dapsone; Pentamidine; Pneumonia; Trimethoprim; Atovaquone; Pneumocystis pneumonia; Clindamycin; Immunology; Internal medicine; Antibiotics; Malaria","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":[0.000581816,0.000831392,0.001759274,0.002570032,0.0002309515,0.001054062,0.0008384403,0.000976964,0.005085404],"category_scores_gemma":[0.001674257,0.0002507513,0.001191177,0.002442736,0.0003038244,0.001093501,0.0005045283,0.001112718,0.001191435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740066,"about_ca_system_score_gemma":0.001722716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887951,"about_ca_topic_score_gemma":0.003224402,"domain_scores_codex":[0.9996915,0.00005867563,0.00007681906,0.00005042993,0.0001000664,0.00002243319],"domain_scores_gemma":[0.9992796,0.000397949,0.0001354069,0.00001239959,0.0001458086,0.00002882217],"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":[0.0001009894,0.00004739445,0.0001990434,0.1729957,0.0004116344,0.0001978265,0.00008762055,0.0002461009,0.0007795939,0.001529907,0.04852616,0.774878],"study_design_scores_gemma":[0.00005132494,0.0001420502,0.001773472,0.09702842,0.001587589,0.002061799,0.0001148104,0.0001109142,0.0002653687,0.00132467,0.8955047,0.00003492531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004059852,0.9994055,0.00002350052,0.0001616897,0.0001333132,0.000003471928,0.0000180233,0.000002321757,0.0002115464],"genre_scores_gemma":[0.0003011436,0.9992912,0.00005465854,0.0001402789,0.00008489207,0.000003810837,0.00002154887,5.358152e-7,0.0001019575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005085404,"threshold_uncertainty_score":0.01701236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0814376463522127,"score_gpt":0.4306934843465176,"score_spread":0.3492558379943049,"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."}}