{"id":"W2958265100","doi":"10.1097/aln.0000000000002846","title":"Driving Pressure Is Associated with Outcome during Assisted Ventilation in Acute Respiratory Distress Syndrome","year":2019,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Acute respiratory distress; Respiratory distress; Outcome (game theory); Ventilation (architecture); Intensive care medicine; Anesthesia; Positive-Pressure Respiration; Mechanical ventilation; Internal medicine; Lung","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":[0.0005634293,0.0001984361,0.000410471,0.0004611048,0.0002523272,0.0005883194,0.0003374213,0.0005446865,0.000989924],"category_scores_gemma":[0.003463919,0.0001625548,0.0005344845,0.0009005393,0.0002921673,0.000529143,0.0004691066,0.0005989444,0.0001773267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836826,"about_ca_system_score_gemma":0.0002510168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573057,"about_ca_topic_score_gemma":0.00117244,"domain_scores_codex":[0.9994542,0.0001353584,0.00009918672,0.0001081577,0.0001112029,0.00009197055],"domain_scores_gemma":[0.996606,0.0005429974,0.001953273,0.0001560613,0.0002950264,0.0004467061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003443791,0.00000971933,0.9994273,0.000008250473,0.00002279739,0.00004178766,0.00002318475,0.000009144877,0.00005308094,0.000003530203,0.00001929635,0.0003473907],"study_design_scores_gemma":[0.000002020014,0.00005112694,0.9996127,0.000004958784,0.0000134935,0.0001737246,0.00004752637,0.00003769065,0.00001617711,0.000007155135,0.00003130568,0.000001981535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990403,0.0004998398,0.00005095372,0.00006614919,0.0000105605,0.000004317551,0.0001535574,0.000002265274,0.0001719667],"genre_scores_gemma":[0.9995901,0.0001471272,0.00002970027,0.00001527743,0.00002198569,0.000004506216,0.0001670404,8.876345e-7,0.00002330143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001573057,"threshold_uncertainty_score":0.003311574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867412096384785,"score_gpt":0.2674965369105566,"score_spread":0.2488224159467087,"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."}}