{"id":"W3092259156","doi":"10.4187/respcare.20193239375","title":"Synchronous Diaphragm Contraction Via Electrophrenic Transvenous Neurostimulation Respiration During Mechanical Ventilation Decreases Peak Inspiratory Pressure and Improves Dynamic Compliance in Non-Injured Lungs","year":2019,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lungpacer Medical (Canada); Simon Fraser University; Fraser Health","funders":"","keywords":"Tidal volume; Medicine; Anesthesia; Diaphragm (acoustics); Peak inspiratory pressure; Respiration; Mechanical ventilation; Contraction (grammar); Pulmonary compliance; Respiratory minute volume; Ventilation (architecture); Lung; Lung volumes; Compliance (psychology); Respiratory system; Internal medicine; Anatomy","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":[0.0003910077,0.0002740525,0.000309266,0.0001824475,0.00007705604,0.0001859082,0.0002968996,0.0001846412,0.0009284623],"category_scores_gemma":[0.0003297426,0.00008713097,0.0001926716,0.00007407864,0.0004305497,0.0003009111,0.0002597051,0.0003185858,0.0001062463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008792272,"about_ca_system_score_gemma":0.0002454659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001667936,"about_ca_topic_score_gemma":0.0004474148,"domain_scores_codex":[0.9998469,0.00004614459,0.00001196821,0.00002716136,0.00002988259,0.0000378604],"domain_scores_gemma":[0.9998389,0.00003340135,0.00005799108,0.00002276184,0.0000117525,0.00003498502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004947219,0.0006393538,0.001082815,0.0001433257,0.00002207722,0.00012913,0.00005669086,0.0001608748,0.9775577,0.00007716841,0.00006744274,0.01511628],"study_design_scores_gemma":[0.001351245,0.1570084,0.07682209,0.0001303608,0.0002504634,0.001609911,0.0003421005,0.004399865,0.7541578,0.0001724175,0.003725427,0.00002991087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974886,0.0003101668,0.001782975,0.00002302649,0.00001937847,0.00004606091,0.00002008485,0.00002427902,0.0002853698],"genre_scores_gemma":[0.9967093,0.0004231102,0.002193368,0.00003067965,0.00002645226,0.0001124367,0.00006405249,0.000006025084,0.0004345623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009284623,"threshold_uncertainty_score":0.003105998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007321990702979732,"score_gpt":0.2571976223579415,"score_spread":0.2498756316549617,"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."}}