{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001088847,0.0001509985,0.000454701,0.0000989223,0.00005676353,0.000003149449,0.0001208656,0.0001259332,0.000133987],"category_scores_gemma":[0.00003028447,0.00009914608,0.00006859788,0.0001065408,0.0002621308,0.00005567362,0.00003921464,0.0000925006,0.00005246096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001079766,"about_ca_system_score_gemma":0.00005278907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007705188,"about_ca_topic_score_gemma":0.000004743199,"domain_scores_codex":[0.9989567,0.00005383829,0.0002828721,0.0002572126,0.0001750135,0.0002743525],"domain_scores_gemma":[0.9991345,0.00004398312,0.0001588181,0.000387207,0.0001705557,0.0001049655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002322193,0.0001248226,0.997397,0.00003584942,0.000115097,0.0002514336,0.0000971747,5.732887e-8,0.0009352771,0.00008350531,0.0002560671,0.0004715087],"study_design_scores_gemma":[0.001120775,0.003351302,0.9746853,0.00001852143,0.0001188947,0.00006185274,0.00003053627,0.000001077792,0.007750523,0.0000463961,0.01270851,0.0001063769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988392,0.00002476564,0.00001223885,0.00004444331,0.00009167198,0.000271425,0.000008903109,0.00003855703,0.0006688025],"genre_scores_gemma":[0.997533,0.000002147946,0.0003405392,0.001384808,0.00004580926,0.00001729138,0.00003235731,0.00002387288,0.0006201441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02271175,"threshold_uncertainty_score":0.404306,"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."}}