{"id":"W4380633740","doi":"10.1007/978-3-031-28797-8_25","title":"Respiratory Support of the Critically Ill Hematopoietic Stem Cell Transplant Patient","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Hematopoietic stem cell transplantation; Intensive care unit; Cohort; Hematopoietic stem cell; Stem cell; Mechanical ventilation; Critically ill; Respiratory failure; Population; Haematopoiesis; Internal medicine; Oncology; Transplantation","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":[0.0002387661,0.0003400999,0.0003027612,0.0002513221,0.0004177353,0.001074696,0.0004598934,0.001116848,0.01659355],"category_scores_gemma":[0.000507371,0.0001163824,0.0002302572,0.0001633706,0.0004390859,0.0009383985,0.0007714244,0.002664927,0.005811063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164661,"about_ca_system_score_gemma":0.0006144277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006392066,"about_ca_topic_score_gemma":0.002088094,"domain_scores_codex":[0.999916,0.00002461994,0.000003668946,0.00000764566,0.00003925773,0.000008866179],"domain_scores_gemma":[0.9998977,0.00006365259,0.000004873397,0.000003495358,0.00001363029,0.00001660342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000209291,0.00005275674,0.0001798444,0.0002937015,0.000007357673,0.0008357437,0.0002366676,0.0004085597,0.001250405,0.05709297,0.6776388,0.2619823],"study_design_scores_gemma":[0.000004384022,0.00003335104,0.0004744139,0.00045801,0.000003433444,0.002413016,0.0001191255,0.0002197303,0.0001774726,0.01857897,0.9775103,0.000007907399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001708935,0.2062577,0.01108428,0.04114352,0.01862926,0.0000720688,0.0002271212,0.0001929842,0.7206841],"genre_scores_gemma":[0.01962908,0.1536625,0.01069419,0.03295295,0.0119998,0.000133648,0.0002070509,0.0001543684,0.7705664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01659355,"threshold_uncertainty_score":0.05551094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138239961636635,"score_gpt":0.2418155390444671,"score_spread":0.2104331394281008,"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."}}