{"id":"W2953477033","doi":"10.1164/ajrccm-conference.2017.195.1_meetingabstracts.a6753","title":"Impact of A Fully Controlled Ventilation In The First Days of Ards: An Ancillary Analysis of The Lung Safe Study","year":2017,"lang":"en","type":"article","venue":"BOA (University of Milano-Bicocca)","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Toronto Western Hospital; University of Toronto","funders":"","keywords":"ARDS; Ventilation (architecture); Medicine; Lung; Intensive care medicine; Computer science; Engineering; Internal medicine; Mechanical engineering","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":[0.0007975062,0.0001114193,0.0007452913,0.0002961275,0.0001513898,0.000005076999,0.0004851653,0.00007840144,0.0001453616],"category_scores_gemma":[0.00007762099,0.0000766892,0.0005417764,0.0003292766,0.0001383408,0.0001438493,0.00008741786,0.00009735826,4.419162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004681615,"about_ca_system_score_gemma":0.0001682399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232799,"about_ca_topic_score_gemma":0.003194529,"domain_scores_codex":[0.9989005,0.0001147669,0.0002725738,0.0001659949,0.0004172263,0.0001288768],"domain_scores_gemma":[0.998031,0.00005342577,0.0007274218,0.0009366609,0.0002040216,0.00004746813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00209443,0.0007998438,0.9786838,0.00005866654,0.001333845,0.00002421266,0.005436933,0.0001175916,0.01092038,0.00004145139,0.0002088258,0.0002799775],"study_design_scores_gemma":[0.005755394,0.0009205808,0.9817524,0.00005671513,0.002352845,0.00000117456,0.007179057,0.001530049,0.0002736645,0.00001195375,0.0001046873,0.00006145347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977171,0.00007168231,0.00008619458,0.0001030518,0.00003481354,0.0007341252,0.00005479138,0.000003861785,0.001194314],"genre_scores_gemma":[0.9997767,0.00001493643,0.00004951982,0.00001474736,0.00001152628,5.202645e-7,0.00001373509,0.000005137768,0.0001131854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064671,"threshold_uncertainty_score":0.3127295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246634433689906,"score_gpt":0.2951681492825218,"score_spread":0.2705047059135312,"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."}}