{"id":"W2062236883","doi":"10.1007/s00134-008-1009-8","title":"Year in review in Intensive Care Medicine, 2007. II. Haemodynamics, pneumonia, infections and sepsis, invasive and non-invasive mechanical ventilation, acute respiratory distress syndrome","year":2008,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Pneumonia; Sepsis; Anesthesiology; Intensive care; Pain medicine; Intensive care medicine; Respiratory distress; Acute respiratory distress; Ventilation (architecture); Hemodynamics; Internal medicine; Anesthesia; Lung","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":[0.0006853823,0.001684788,0.002997787,0.007767714,0.0004545754,0.00198875,0.001462445,0.001054424,0.02059738],"category_scores_gemma":[0.00246863,0.0005747552,0.0009244349,0.009895545,0.0006313124,0.002599565,0.001347967,0.00202149,0.0115797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018823,"about_ca_system_score_gemma":0.002980005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596038,"about_ca_topic_score_gemma":0.006169079,"domain_scores_codex":[0.9994972,0.00006010343,0.0001417784,0.00007385336,0.0001805993,0.00004645154],"domain_scores_gemma":[0.9984034,0.0005232294,0.000389399,0.00003641937,0.0004929211,0.0001545399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001832509,0.00006238462,0.0003436325,0.08644346,0.0003014151,0.0002489526,0.00009321789,0.0002665714,0.0009736203,0.001334974,0.2789215,0.630827],"study_design_scores_gemma":[0.00004320923,0.0000717235,0.001852098,0.02032732,0.0003816448,0.001475539,0.00008349465,0.00005311542,0.0001166667,0.000632373,0.9749366,0.0000263178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005616897,0.9960002,0.00005878048,0.0002966013,0.002076922,0.00002083235,0.0001235751,0.0000117147,0.001355131],"genre_scores_gemma":[0.0003357225,0.9960484,0.0001813253,0.0004232246,0.0009414405,0.00002009138,0.0001875535,0.000004503544,0.001857813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02059738,"threshold_uncertainty_score":0.06890506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083847481171912,"score_gpt":0.3666243808803506,"score_spread":0.3057859060686315,"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."}}