{"id":"W2528084907","doi":"10.1186/s40635-016-0098-x","title":"ESICM LIVES 2016: part one","year":2016,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital; Ottawa Hospital; Toronto Western Hospital; University Health Network; University of Toronto; Dalhousie University; London Health Sciences Centre; Université de Sherbrooke; St. Michael's Hospital","funders":"Center for Sepsis Control and Care; Medical Research Council; Universitätsklinikum Jena; Center for Translational Molecular Medicine; Universitat Rovira i Virgili; Shiraz University; Shiraz University of Medical Sciences; European Society of Intensive Care Medicine; Dankook University; National Institute for Health and Care Research; Barts Health NHS Trust; GlaxoSmithKline; Intensive Care Foundation; Norges Teknisk-Naturvitenskapelige Universitet; Yale University","keywords":"Medicine; Critically ill; Acute respiratory failure; Intensive care medicine; Respiratory failure; Post-hoc analysis; Emergency medicine; Post hoc; Internal medicine; Mechanical ventilation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000535436,0.0002967366,0.0005802013,0.0001279037,0.00007223547,0.000006929537,0.00009523619,0.00007341751,0.00360738],"category_scores_gemma":[0.0005747367,0.0001619242,0.0001594671,0.00009539782,0.0004161224,0.00007780427,0.00007284109,0.00009407977,0.0005546333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003727243,"about_ca_system_score_gemma":0.00007057595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174373,"about_ca_topic_score_gemma":0.000004075814,"domain_scores_codex":[0.9983274,0.00003717838,0.0003549222,0.0004770154,0.0004460303,0.0003574709],"domain_scores_gemma":[0.9977548,0.0001830636,0.00009510534,0.0004532982,0.001185086,0.0003286922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006788752,0.0007766052,0.03973638,0.00005549971,0.0007982595,0.001100826,0.01754899,4.585363e-8,0.4155051,0.0005861702,0.4968061,0.02640714],"study_design_scores_gemma":[0.008788384,0.005076023,0.01046618,0.003038625,0.0002877236,0.0002527831,0.1023558,6.618632e-7,0.8213419,0.00002965127,0.04805072,0.0003114986],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191052,0.03579043,0.0000304546,0.02609808,0.001737684,0.0008109887,0.00002663221,0.0001773349,0.01622322],"genre_scores_gemma":[0.9844975,0.0005278287,0.0001287124,0.01151669,0.001151024,0.0001646467,0.00005417935,0.00004506196,0.001914358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487554,"threshold_uncertainty_score":0.9973035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09682282434161725,"score_gpt":0.3706526969468709,"score_spread":0.2738298726052537,"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."}}