{"id":"W2945463490","doi":"10.1183/13993003.02442-2018","title":"Diagnosis and outcome of acute respiratory failure in immunocompromised patients after bronchoscopy","year":2019,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Rigshospitalet; Universiteit Gent; Région Normandie; Sociedade Beneficente Israelita Brasileira Albert Einstein; Universitair Medisch Centrum Groningen; Universität Wien; Universitair Ziekenhuis Gent; Medizinische Universität Wien; Università Cattolica del Sacro Cuore; Radboud Universitair Medisch Centrum; Helsingin Yliopisto; Hospital de Câncer de Barretos; Radboud Universiteit; Université de Lille; Univerzita Karlova v Praze","keywords":"Medicine; Bronchoscopy; Acute respiratory failure; Respiratory failure; Respiratory system; Intensive care medicine; Internal medicine; Radiology; Mechanical ventilation","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":[0.001470709,0.000250725,0.0003970391,0.0006676058,0.0003838353,0.0008724544,0.000342958,0.0005376409,0.001250564],"category_scores_gemma":[0.00809875,0.0002055189,0.0006075563,0.0006986641,0.0004886483,0.0007956518,0.0007517342,0.0007620894,0.0001796997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068442,"about_ca_system_score_gemma":0.00027931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009676707,"about_ca_topic_score_gemma":0.0008665267,"domain_scores_codex":[0.9986493,0.0005842529,0.000158485,0.0002094641,0.0002029979,0.0001955836],"domain_scores_gemma":[0.9932703,0.001644263,0.003910214,0.0002695414,0.000233018,0.0006726304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000157791,0.00002773034,0.9992492,0.000005274243,0.00002452464,0.00008703976,0.00001884314,0.00002821109,0.00005118292,0.000007669792,0.00001289553,0.0003297344],"study_design_scores_gemma":[0.00001851639,0.0003040747,0.998482,0.00001040276,0.0000240496,0.0006218439,0.0001479939,0.000250174,0.00005676215,0.00003194591,0.00004746483,0.000004769195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994835,0.0001971826,0.00004764742,0.000039065,0.000004618942,0.000004908849,0.00008760051,9.582354e-7,0.0001345398],"genre_scores_gemma":[0.9997707,0.00004307704,0.00002866289,0.00001499642,0.00001434212,0.000003526936,0.00009700612,4.374856e-7,0.00002725022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470709,"threshold_uncertainty_score":0.007777989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585442494436572,"score_gpt":0.281539736520518,"score_spread":0.2656853115761523,"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."}}