{"id":"W4402661576","doi":"10.1186/s13054-024-05091-y","title":"Post-insufflation diaphragm contractions in patients receiving various modes of mechanical ventilation","year":2024,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; Mount Sinai Hospital; McMaster University; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Insufflation; Mechanical ventilation; Diaphragm (acoustics); Anesthesia; Ventilation (architecture); Intensive care medicine; Emergency medicine; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003133125,0.0002765711,0.0004109102,0.0005067905,0.0003115801,0.000499899,0.0002112626,0.0004349697,0.001938283],"category_scores_gemma":[0.001670151,0.0001725804,0.0003559661,0.0004787246,0.0002110021,0.0003947224,0.0004761222,0.0005191287,0.0002259911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975695,"about_ca_system_score_gemma":0.0002170501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000815605,"about_ca_topic_score_gemma":0.0009217959,"domain_scores_codex":[0.9997048,0.00004303265,0.00004338253,0.0000835682,0.00005057162,0.0000747011],"domain_scores_gemma":[0.998836,0.0002545164,0.0005186047,0.00003680368,0.00007999249,0.0002742026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001720812,0.0000221922,0.9987668,0.000006414502,0.00001322739,0.0001664502,0.00002653557,0.00002254354,0.0001606137,0.000004324474,0.0000238224,0.0006151228],"study_design_scores_gemma":[0.000007613404,0.0002417686,0.9987653,0.000004841525,0.00001360087,0.0005645895,0.0001252012,0.0001655693,0.00004612127,0.00001000839,0.00005214904,0.000003147539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995497,0.0001350605,0.00003670186,0.00001361299,0.00000339048,0.000005200752,0.00009922183,0.000001470841,0.0001556599],"genre_scores_gemma":[0.999708,0.0000418941,0.00003266729,0.00001135553,0.000008511344,0.000006024939,0.0001379232,6.515696e-7,0.00005306052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001938283,"threshold_uncertainty_score":0.00648421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710869532872607,"score_gpt":0.3151102392052092,"score_spread":0.2980015438764831,"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."}}