{"id":"W3000178506","doi":"10.1007/s00134-019-05892-8","title":"Respiratory muscle ultrasonography: methodology, basic and advanced principles and clinical applications in ICU and ED patients—a narrative review","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":311,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto; Canada Research Chairs; University Health Network","funders":"","keywords":"Medicine; Intensivist; Intensive care; Intensive care medicine; Critically ill; Respiratory failure; Diaphragm (acoustics); Ultrasound; Respiratory system; Anesthesiology; Radiology; Surgery; Anesthesia; 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":[0.001555406,0.0008563636,0.001359027,0.005064727,0.0003152634,0.001530425,0.0009602724,0.001249884,0.002956425],"category_scores_gemma":[0.005117617,0.0003820646,0.001081451,0.003877348,0.0007735073,0.001977395,0.0008023144,0.001196353,0.0007107632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007478801,"about_ca_system_score_gemma":0.002504281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829686,"about_ca_topic_score_gemma":0.002844833,"domain_scores_codex":[0.999346,0.0001443319,0.000206664,0.0001084014,0.000160567,0.00003403253],"domain_scores_gemma":[0.9966718,0.002532251,0.0003902302,0.000048936,0.0003004001,0.00005649262],"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":[0.0001015161,0.00006371372,0.001081591,0.1301324,0.0002586025,0.0003744308,0.0002485303,0.0002852103,0.000648915,0.002174665,0.01454324,0.8500873],"study_design_scores_gemma":[0.00004308453,0.000245569,0.008565798,0.1654732,0.001504708,0.01014432,0.000677728,0.000275068,0.0006540822,0.003343678,0.8089909,0.00008182177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008067693,0.9994543,0.00004967911,0.0001317302,0.00006650584,0.000004106912,0.000009703226,0.000001705063,0.0002015757],"genre_scores_gemma":[0.0007378124,0.9988193,0.0001318093,0.0001246097,0.0001020376,0.000006934051,0.0000151409,8.93661e-7,0.0000615371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005064727,"threshold_uncertainty_score":0.009890199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1580198799052626,"score_gpt":0.4479717596350314,"score_spread":0.2899518797297688,"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."}}