{"id":"W3049603417","doi":"10.1016/j.chest.2020.08.018","title":"Prevalence of Reverse Triggering in Early ARDS","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; ARDS; Interquartile range; Mechanical ventilation; Discontinuation; Hazard ratio; Ventilation (architecture); Anesthesia; Tidal volume; Prospective cohort study; Internal medicine; Confidence interval; Respiratory system; Lung","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002297497,0.00006032886,0.0001736682,0.00005670361,0.00001540228,0.000006889748,0.00006951425,0.00004221491,0.0003124105],"category_scores_gemma":[0.0001304244,0.00005022668,0.00006911168,0.0001151246,0.00001903423,0.00008740534,0.00001537101,0.0002728039,0.00001786659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002359879,"about_ca_system_score_gemma":0.0001351243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000153874,"about_ca_topic_score_gemma":1.742014e-7,"domain_scores_codex":[0.9993369,0.00001672242,0.0002570262,0.00008290605,0.0001819616,0.0001244672],"domain_scores_gemma":[0.9995761,0.000009358598,0.00009465136,0.00007481604,0.00004682176,0.0001982674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006674441,0.0001621164,0.6076708,0.002141461,0.00005585571,0.001961136,0.005108105,0.00001239375,0.3593576,0.00009172433,0.001998614,0.02077277],"study_design_scores_gemma":[0.005728764,0.002089581,0.6561429,0.001041781,0.0001497618,0.0007080638,0.0007497217,0.000176435,0.2588471,0.0001838153,0.07392146,0.0002606096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973667,0.0002775216,0.0004179195,0.0006447191,0.0001139172,0.00007700746,0.000001009642,0.000008148716,0.001093079],"genre_scores_gemma":[0.997619,0.0001313389,0.001300841,0.0004126311,0.0002622854,0.000001020625,1.909505e-7,0.000008709198,0.0002640066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005104,"threshold_uncertainty_score":0.3420676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04566075016029973,"score_gpt":0.2785155799350472,"score_spread":0.2328548297747474,"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."}}