{"id":"W2781010916","doi":"10.1007/s12630-017-1041-7","title":"The utility and safety of flexible bronchoscopy in critically ill acute leukemia patients: a retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Bronchoscopy; Intensive care unit; Retrospective cohort study; Bronchoalveolar lavage; Intubation; Sepsis; Intensive care medicine; Surgery; Internal medicine; Lung","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":[0.001002934,0.0003933736,0.0005356715,0.0009391458,0.0007123819,0.001300961,0.0005623236,0.0008692577,0.001673711],"category_scores_gemma":[0.00398989,0.0005732876,0.001092146,0.001313439,0.0006292855,0.001086782,0.0006267934,0.001117689,0.0002784443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008610041,"about_ca_system_score_gemma":0.0006968653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483912,"about_ca_topic_score_gemma":0.005926668,"domain_scores_codex":[0.9987271,0.0002889499,0.0001950112,0.0003444004,0.0001957045,0.0002487241],"domain_scores_gemma":[0.9960258,0.00066951,0.001886894,0.0005122516,0.0003887293,0.0005167862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002693391,0.00004730623,0.9988682,0.000005834283,0.0001085516,0.00007204443,0.00006072897,0.00002096542,0.0001374666,0.00001674863,0.00003578003,0.0003570673],"study_design_scores_gemma":[0.00003177457,0.0004479847,0.997489,0.00001209943,0.0001466174,0.0006984192,0.0005443381,0.0002588469,0.0001042232,0.00003867763,0.0002133605,0.00001465019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993483,0.0002142903,0.00006016334,0.00002571549,0.000005277896,0.000007480457,0.000196424,0.000001289913,0.000141039],"genre_scores_gemma":[0.9995043,0.0001015445,0.00005722191,0.00002796579,0.00001037054,0.000005648106,0.0002383566,0.000001943986,0.00005254233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006483912,"threshold_uncertainty_score":0.01289237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101142619809545,"score_gpt":0.2621052820520485,"score_spread":0.251991020071094,"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."}}