{"id":"W4403602170","doi":"10.1186/s40635-024-00686-9","title":"Clinical implementation of advanced respiratory monitoring with esophageal pressure and electrical impedance tomography: results from an international survey and focus group discussion","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University","funders":"Lorentz Center; Netherlands eScience Center","keywords":"Medicine; Electrical impedance tomography; Focus group; Session (web analytics); Medical physics; Respiratory monitoring; Intensive care medicine; Medical education; Tomography; Radiology; Respiratory system; Computer science; 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":[0.02278323,0.0004769448,0.0006191502,0.001690369,0.001253761,0.001562503,0.0008642219,0.001323575,0.001843797],"category_scores_gemma":[0.03984531,0.0005401063,0.0007018265,0.001800922,0.001459102,0.003039588,0.003306922,0.001229405,0.000383563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686965,"about_ca_system_score_gemma":0.002346399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003493798,"about_ca_topic_score_gemma":0.002454746,"domain_scores_codex":[0.9868464,0.008495658,0.001374363,0.0006743156,0.001118636,0.001490611],"domain_scores_gemma":[0.9626377,0.02234135,0.007223649,0.0008165356,0.004981402,0.00199939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001782254,0.0004706727,0.3792634,0.001506099,0.00006612815,0.000585469,0.5814946,0.0001063585,0.001313791,0.0002552631,0.001600461,0.03315954],"study_design_scores_gemma":[0.00003163701,0.0007537358,0.3125288,0.0009100421,0.00005617946,0.0006219317,0.678453,0.0003654777,0.0006230933,0.0001002685,0.005490534,0.00006533764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965084,0.0003783336,0.0006630454,0.0008410232,0.00001778915,0.0002269198,0.0002606541,0.0000102158,0.001093444],"genre_scores_gemma":[0.9959054,0.0009094837,0.0009404618,0.0008680001,0.00001946553,0.0006384309,0.0002514562,0.00001398994,0.0004532198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278323,"threshold_uncertainty_score":0.1204906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102776936568002,"score_gpt":0.4007641622019906,"score_spread":0.3697363928363105,"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."}}