{"id":"W1902631280","doi":"10.1007/3-540-26791-3_14","title":"Non-invasive Ventilation in Immunocompromised Patients","year":2005,"lang":"en","type":"article","venue":"Update in intensive care medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Immunosuppression; Intensive care medicine; Acute respiratory failure; Mechanical ventilation; Ventilation (architecture); Randomized controlled trial; Respiratory failure; Lung transplantation; Mortality rate; Oxygenation; Transplantation; Anesthesia; Surgery; Internal medicine","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":[0.001373928,0.0005633016,0.001422578,0.001398099,0.0002887625,0.001395185,0.0009042033,0.002085623,0.002651011],"category_scores_gemma":[0.003608854,0.0001845805,0.0007166878,0.001100727,0.0003670006,0.001805347,0.0004008005,0.002232645,0.000636304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827475,"about_ca_system_score_gemma":0.0006428908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008698509,"about_ca_topic_score_gemma":0.003155407,"domain_scores_codex":[0.9993497,0.0001741388,0.0001781808,0.00006486984,0.0001753201,0.00005769599],"domain_scores_gemma":[0.9952829,0.003064441,0.0005250697,0.0000828569,0.0006822012,0.000362501],"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":[0.0007520032,0.0002424912,0.02018605,0.007840728,0.0002917845,0.003798311,0.0001702951,0.0002376065,0.001179923,0.0007658383,0.08215751,0.8823774],"study_design_scores_gemma":[0.0006102429,0.00199833,0.1392814,0.02144887,0.002445873,0.04028092,0.001098625,0.001142751,0.001671587,0.001645266,0.7882388,0.0001373313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00706003,0.9720883,0.0007790775,0.007372709,0.006934803,0.00002590434,0.00008028822,0.00004282831,0.005615948],"genre_scores_gemma":[0.05013885,0.9044881,0.00227062,0.007381343,0.03283733,0.0000724061,0.0002550764,0.00001508373,0.002541065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002651011,"threshold_uncertainty_score":0.008868515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338283281505931,"score_gpt":0.2767882410062015,"score_spread":0.2634054081911422,"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."}}