{"id":"W2898018304","doi":"10.1186/s12931-018-0908-7","title":"High-flow nasal cannula in adults with acute respiratory failure and after extubation: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China; National Science and Technology Major Project; University of Toronto; Guangzhou Medical University","keywords":"Nasal cannula; Medicine; Intubation; Anesthesia; Odds ratio; Confidence interval; Randomized controlled trial; Respiratory failure; Oxygen therapy; Internal medicine; Surgery; Cannula","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007479579,0.001180284,0.01170687,0.002979059,0.000235338,0.0002027243,0.000508434,0.000890333,0.001021121],"category_scores_gemma":[0.0005078405,0.0007313481,0.001326486,0.004215719,0.000639738,0.0003260444,0.0004008572,0.001911899,0.0001442189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593237,"about_ca_system_score_gemma":0.001936044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003465962,"about_ca_topic_score_gemma":0.0008901287,"domain_scores_codex":[0.9889327,0.003304279,0.002340723,0.002042909,0.002208901,0.001170438],"domain_scores_gemma":[0.9942368,0.0005147035,0.0007138252,0.002392778,0.001214462,0.0009274603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002136091,0.0001047513,0.00004388046,0.9234128,0.06938636,0.003077926,0.0001051528,8.027977e-8,9.105288e-7,0.0000463212,0.001910433,0.001697753],"study_design_scores_gemma":[0.0009735335,0.001695536,0.0000168008,0.1110284,0.5483394,0.0002426037,0.00007166783,0.000002935894,0.00000464098,0.000008825257,0.3368303,0.0007852422],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002153312,0.9894356,0.00001559431,0.0001615559,0.00002885778,0.009668742,0.0002857033,0.00006175556,0.0001268254],"genre_scores_gemma":[0.00007184711,0.9873393,0.0004898623,0.001674402,0.0002221252,0.007879523,0.0001085206,0.0002176681,0.001996772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8123844,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299455878520307,"score_gpt":0.4099150759025573,"score_spread":0.2799694880505266,"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."}}