{"id":"W2146145530","doi":"10.1007/s00134-005-0060-y","title":"Year in review in intensive care medicine, 2005. II. Infection and sepsis, ventilator-associated pneumonia, ethics, haematology and haemostasis, ICU organisation and scoring, brain injury","year":2006,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Pneumonia; Sepsis; Anesthesiology; Pain medicine; Intensive care; Hematology; Intensive care medicine; Internal medicine; Pathology","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":[0.002012546,0.002085426,0.003739461,0.01405218,0.0008820024,0.00381544,0.002129467,0.002117098,0.02385459],"category_scores_gemma":[0.009098367,0.0009587248,0.0014295,0.01544182,0.001415947,0.00442469,0.001786183,0.002994957,0.01104032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972518,"about_ca_system_score_gemma":0.005294497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009219896,"about_ca_topic_score_gemma":0.02524449,"domain_scores_codex":[0.9986141,0.0001986854,0.0004352845,0.0001759901,0.0004507572,0.0001253317],"domain_scores_gemma":[0.9924383,0.002395714,0.001544459,0.0001201025,0.002654032,0.0008473918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002456306,0.00003855185,0.000653237,0.04333286,0.0003301078,0.0002418859,0.00008415898,0.0001594956,0.0004224233,0.001035909,0.7959675,0.1574882],"study_design_scores_gemma":[0.00008090277,0.0000884442,0.005003661,0.02347305,0.000407207,0.001464162,0.0001531105,0.00006614537,0.00009078368,0.0006159018,0.9685206,0.00003606108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008884846,0.9681522,0.000105042,0.002154273,0.02735342,0.00004162544,0.0003024802,0.0000160566,0.001785954],"genre_scores_gemma":[0.001154083,0.9680012,0.0004493656,0.005546549,0.01526213,0.00009124584,0.0006867694,0.00001998238,0.008788608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02385459,"threshold_uncertainty_score":0.07980156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750278745671864,"score_gpt":0.3484416453906536,"score_spread":0.320938857933935,"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."}}