{"id":"W2623040107","doi":"10.1016/j.chest.2017.02.033","title":"Rethinking Inspiratory Pressure Augmentation in Spontaneous Breathing Trials","year":2017,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Guideline; Mechanical ventilation; Sedation; Randomized controlled trial; Clinical trial; Intensive care medicine; Ventilation (architecture); Anesthesia; Surgery; 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":[0.00591812,0.0004393032,0.001394576,0.000332537,0.001309394,0.002062871,0.001235196,0.02336046,0.003417034],"category_scores_gemma":[0.05151014,0.0003495189,0.0009077719,0.0003264566,0.001636735,0.002066395,0.0007716244,0.01489689,0.002650494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163315,"about_ca_system_score_gemma":0.001564508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007265374,"about_ca_topic_score_gemma":0.002417351,"domain_scores_codex":[0.9965611,0.001609503,0.0006499069,0.0003170273,0.0006465612,0.0002159169],"domain_scores_gemma":[0.9700776,0.02364088,0.00152766,0.0009139183,0.001944152,0.001895885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005591007,0.0005627554,0.007438673,0.0007459722,0.0002834932,0.01954567,0.001095425,0.0003023451,0.004561924,0.003869156,0.7432373,0.2127662],"study_design_scores_gemma":[0.006014947,0.004571463,0.01941137,0.002618453,0.0004723193,0.01447613,0.001329672,0.00271626,0.00442081,0.02863906,0.915075,0.0002545062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01556496,0.005786302,0.001028589,0.9345707,0.03256106,0.0002164784,0.0002157064,0.0001856113,0.009870628],"genre_scores_gemma":[0.08068509,0.003580632,0.00274352,0.8103281,0.09635445,0.000545959,0.000116133,0.00008126868,0.005564882],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02336046,"threshold_uncertainty_score":0.03129834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103459196415137,"score_gpt":0.3446593888892791,"score_spread":0.2343134692477654,"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."}}