{"id":"W2154493435","doi":"10.1183/09031936.03.00035303","title":"Induced sputum for diagnosing<i>Pneumocystis carinii</i>pneumonia in HIV patients: new data, new issues","year":2003,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Pneumocystis carinii; Sputum; Bronchoalveolar lavage; Pneumonia; Medicine; Immunology; Population; Bacterial pneumonia; Intensive care medicine; Internal medicine; Pneumocystis jirovecii; Pathology; Tuberculosis; Lung; Environmental health","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":[0.001965418,0.0007699219,0.002856626,0.003417169,0.0002918763,0.001472935,0.001223744,0.001333228,0.002214303],"category_scores_gemma":[0.00298192,0.0003447848,0.0006993918,0.00415506,0.001026293,0.002373576,0.0004405,0.001579208,0.001364798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006876991,"about_ca_system_score_gemma":0.001691444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213642,"about_ca_topic_score_gemma":0.004311168,"domain_scores_codex":[0.9991888,0.0002324704,0.0001690929,0.0001068183,0.0002761544,0.00002668367],"domain_scores_gemma":[0.9976235,0.001529962,0.0002376874,0.00008013254,0.0004547019,0.00007405016],"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":[0.00007833852,0.00004697436,0.0004158064,0.02844873,0.0001212567,0.0002893599,0.0001127335,0.0001426888,0.0009503378,0.001624926,0.01310285,0.9546659],"study_design_scores_gemma":[0.00006865434,0.0002762981,0.005862072,0.02343468,0.0004968425,0.005924272,0.000309381,0.0002038563,0.0007325238,0.002419395,0.960222,0.0000499468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006059286,0.9993917,0.00003932698,0.0001894812,0.00008581411,0.000001645391,0.000004092678,0.000001993292,0.0002253811],"genre_scores_gemma":[0.00040463,0.9990766,0.0001465088,0.0001373281,0.0001252013,0.000003347985,0.000006554725,7.825726e-7,0.00009900846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003417169,"threshold_uncertainty_score":0.01039428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781097906433144,"score_gpt":0.3916579198649158,"score_spread":0.2135481292216014,"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."}}