{"id":"W2899187829","doi":"10.4187/respcare.06176","title":"Measurement of Diaphragmatic Electrical Activity by Surface Electromyography in Intubated Subjects and Its Relationship With Inspiratory Effort","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pressure support ventilation; Electromyography; Diaphragm (acoustics); Mechanical ventilation; Diaphragmatic breathing; Anesthesia; Ventilation (architecture); Continuous positive airway pressure; Expiration; Respiratory system; Cardiology; Internal medicine; Obstructive sleep apnea; Physical medicine and rehabilitation","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":[0.0004223876,0.0003796038,0.0002564467,0.0003952101,0.000101547,0.0003270451,0.0001427504,0.0004581216,0.0007635949],"category_scores_gemma":[0.002541033,0.0001165451,0.00008362185,0.00022661,0.0002500141,0.0001820445,0.0002025948,0.0002627351,0.0002414132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006956236,"about_ca_system_score_gemma":0.00008302402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003972319,"about_ca_topic_score_gemma":0.0005019856,"domain_scores_codex":[0.9997444,0.00007593077,0.00003135698,0.00006506538,0.00005769214,0.00002565499],"domain_scores_gemma":[0.9987343,0.0005076602,0.0003885036,0.00005934359,0.0001527618,0.0001574532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009132258,0.0001399056,0.9574515,0.00008443364,0.00006927204,0.0002615529,0.0002538566,0.0002070903,0.02731307,0.00001807858,0.0000903053,0.01319773],"study_design_scores_gemma":[0.000007952191,0.0007848707,0.9972197,0.000005305831,0.0000111413,0.0004186821,0.00006675251,0.0004074182,0.001003257,0.00001095187,0.000061009,0.000002890654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986791,0.0001961848,0.0007219474,0.00001360505,0.000004207046,0.00001569333,0.00008482729,0.00001059225,0.0002738251],"genre_scores_gemma":[0.9990183,0.00007929617,0.0006202953,0.00001964609,0.00001393185,0.00002298936,0.0001314791,0.000002569411,0.00009151625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007635949,"threshold_uncertainty_score":0.002554476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202260042085032,"score_gpt":0.2598568756859277,"score_spread":0.2396308714774245,"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."}}