{"id":"W1990807513","doi":"10.1590/s1806-37132009000200001","title":"Interfaces for noninvasive ventilation: does it matter?","year":2009,"lang":"en","type":"letter","venue":"Jornal Brasileiro de Pneumologia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Royal Columbian Hospital","funders":"","keywords":"Medicine; Noninvasive ventilation; Ventilation (architecture); Intensive care medicine; Mechanical ventilation; Anesthesia","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":[0.003959525,0.0007333898,0.001954415,0.0006073036,0.002654044,0.005634752,0.001879078,0.04420244,0.01079637],"category_scores_gemma":[0.01566938,0.0003787579,0.001479301,0.0004536822,0.00447255,0.00703672,0.001609257,0.02751133,0.004302105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003011725,"about_ca_system_score_gemma":0.00245279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827672,"about_ca_topic_score_gemma":0.004594875,"domain_scores_codex":[0.9967517,0.001145836,0.0003814966,0.0004363241,0.0008553719,0.0004292993],"domain_scores_gemma":[0.9919919,0.004974174,0.0006036203,0.0002902132,0.00115586,0.0009842796],"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":[0.0005264349,0.0001864044,0.00322738,0.001264488,0.0001302472,0.01837162,0.0006354087,0.0001670731,0.001283621,0.04278556,0.8061302,0.1252916],"study_design_scores_gemma":[0.0003178745,0.0002956534,0.002413444,0.003330725,0.0001656871,0.01808366,0.002127387,0.0005964297,0.0004981147,0.0548477,0.9172202,0.0001030881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001191778,0.05263837,0.000450808,0.9207072,0.01690139,0.00000824045,0.00001960407,0.00001958389,0.008063125],"genre_scores_gemma":[0.04329431,0.06338379,0.001286142,0.7096879,0.1720647,0.00009011157,0.00005206462,0.00006044556,0.0100806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04420244,"threshold_uncertainty_score":0.03611743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114436761754902,"score_gpt":0.3066989352446243,"score_spread":0.2755545676270753,"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."}}