{"id":"W2188370562","doi":"10.1097/aln.0000000000000910","title":"New versus Conventional Helmet for Delivering Noninvasive Ventilation","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Medicine; Ventilation (architecture); Anesthesia; Peak inspiratory pressure; Insufflation; Respiratory minute volume; Pressure support ventilation; Arterial blood; Airway; Mechanical ventilation; Tidal volume; Respiratory system; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007626702,0.0002162851,0.0003051801,0.0002745866,0.0001525363,0.0002704075,0.0002891394,0.0002415257,0.002489591],"category_scores_gemma":[0.001718735,0.00006358025,0.0003011832,0.0001329784,0.000302509,0.0004832266,0.0005133584,0.0002203883,0.0001984092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316704,"about_ca_system_score_gemma":0.00029747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002801965,"about_ca_topic_score_gemma":0.0007723487,"domain_scores_codex":[0.9996156,0.0001258086,0.00004917781,0.00007224597,0.00009170004,0.00004536542],"domain_scores_gemma":[0.9990563,0.0004202935,0.0001707884,0.00006675954,0.00008775937,0.0001981165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1047396,0.008287399,0.2083592,0.003805797,0.001096462,0.0009599346,0.000592973,0.002403916,0.07276145,0.0009963147,0.001476072,0.594521],"study_design_scores_gemma":[0.0105298,0.378689,0.5394987,0.0006012673,0.001437143,0.005193084,0.00160644,0.00790504,0.03668851,0.0006455706,0.01709144,0.0001139629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965323,0.00185871,0.0005689145,0.00006372212,0.0001083364,0.0000679134,0.00004105124,0.000009918233,0.0007490453],"genre_scores_gemma":[0.996631,0.0008127769,0.001733842,0.00007903081,0.0001083083,0.0001141851,0.00007835442,0.000003031266,0.0004395063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002489591,"threshold_uncertainty_score":0.008328557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025289910401551,"score_gpt":0.3285989117083077,"score_spread":0.2260699206681526,"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."}}