{"id":"W2096856225","doi":"10.1164/rccm.201503-0620oc","title":"Evolution of Diaphragm Thickness during Mechanical Ventilation. Impact of Inspiratory Effort","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":622,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; St. Michael's Hospital; University of Toronto; Toronto General Hospital; University Health Network; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Diaphragm (acoustics); Medicine; Mechanical ventilation; Ventilation (architecture); Diaphragmatic breathing; Intensive care; Spontaneous breathing trial; Intensive care unit; Anesthesia; Internal medicine; Cardiology; Intensive care medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025845,0.0002189777,0.001082354,0.000428493,0.0000493454,0.000004585203,0.000131269,0.0001119958,0.00006794534],"category_scores_gemma":[0.001149071,0.0001542126,0.0002619409,0.0004487488,0.001067729,0.0001946009,0.00004531665,0.0004041101,9.643555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197789,"about_ca_system_score_gemma":0.0008663887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003469329,"about_ca_topic_score_gemma":0.000002089796,"domain_scores_codex":[0.9974164,0.0001605347,0.001084631,0.0002020796,0.0008686766,0.0002676384],"domain_scores_gemma":[0.9965624,0.0001428591,0.0005595307,0.0002718827,0.001702621,0.0007607256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007802496,0.0005141656,0.6309411,0.001448326,0.000426511,0.0008217733,0.00346622,0.00003975677,0.3180364,0.0047462,0.000322697,0.03143432],"study_design_scores_gemma":[0.01562249,0.1043435,0.7301899,0.003526225,0.002416615,0.002511933,0.04909397,0.00004825192,0.0867255,0.001522532,0.003237961,0.0007611106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925584,0.00512499,0.001543088,0.0001124209,0.0002679275,0.0001419928,0.000007926774,0.00001192559,0.000231332],"genre_scores_gemma":[0.9988952,0.00002180252,0.0004138054,0.0001938615,0.000441637,0.000002887658,0.000001917909,0.00002400665,0.000004844192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2313109,"threshold_uncertainty_score":0.6288609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507180756216711,"score_gpt":0.3347305179211221,"score_spread":0.309658710358955,"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."}}