{"id":"W2902890862","doi":"10.1097/aln.0000000000002508","title":"Outcomes of Patients Presenting with Mild Acute Respiratory Distress Syndrome","year":2018,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Respiratory distress; Population; Acute respiratory distress; Respiratory disease; ARDS; Mechanical ventilation; Severity of illness; Intensive care medicine; Internal medicine; Lung; Surgery","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":[0.0006473656,0.0002654124,0.0004652712,0.0005850705,0.0004434646,0.0006213519,0.0003277211,0.0003297787,0.001160027],"category_scores_gemma":[0.004994638,0.0001481676,0.0003345808,0.0006561318,0.0004136145,0.0005304716,0.0006118768,0.0006070304,0.0001555276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004678362,"about_ca_system_score_gemma":0.0005045636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749894,"about_ca_topic_score_gemma":0.002293413,"domain_scores_codex":[0.9994199,0.0001514848,0.00008013243,0.00008867779,0.0001070257,0.0001527763],"domain_scores_gemma":[0.9972045,0.0004205013,0.001384408,0.00008619005,0.0002241488,0.0006801896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007994883,0.00001488697,0.9988889,0.00000604861,0.00001471086,0.0001206095,0.0000413076,0.00003025881,0.00004884625,0.000008140381,0.00007378568,0.0006725801],"study_design_scores_gemma":[0.00001129622,0.0001679147,0.9984642,0.000008720255,0.00001887425,0.0008219711,0.0001917686,0.000137611,0.00003782719,0.00004538635,0.00008885216,0.000005654585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992618,0.0001607473,0.00004649516,0.00006999735,0.000007537239,0.000008916629,0.0001568646,0.000002563071,0.0002851212],"genre_scores_gemma":[0.9995208,0.00005866824,0.00003385915,0.00002576637,0.00001791529,0.000005207286,0.0003089172,6.11163e-7,0.00002840094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001749894,"threshold_uncertainty_score":0.00388068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02195116818513158,"score_gpt":0.2799689558150468,"score_spread":0.2580177876299152,"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."}}