{"id":"W2096998124","doi":"10.1007/s00134-010-1781-0","title":"Year in review in Intensive Care Medicine 2009. Part III: Mechanical ventilation, acute lung injury and respiratory distress syndrome, pediatrics, ethics, and miscellanea","year":2010,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Intensive care; Anesthesiology; Acute respiratory distress; Respiratory distress; Pain medicine; Intensive care medicine; Ventilation (architecture); Lung; Emergency medicine; Anesthesia; Internal medicine","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":[0.002216288,0.002162518,0.006743856,0.02321241,0.0008236377,0.00553517,0.001869664,0.001647684,0.06870682],"category_scores_gemma":[0.01112063,0.001010179,0.001759645,0.03534402,0.001207932,0.004849817,0.002502042,0.001909398,0.02150276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826024,"about_ca_system_score_gemma":0.01166482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008040673,"about_ca_topic_score_gemma":0.01553527,"domain_scores_codex":[0.9981151,0.000246693,0.0006959285,0.0001449014,0.0006187483,0.0001786746],"domain_scores_gemma":[0.9917567,0.00246418,0.002457237,0.0001701827,0.002428423,0.0007233636],"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":[0.0002305743,0.00004229856,0.000577195,0.2814709,0.0005248093,0.0003533174,0.0002104179,0.0001428813,0.0008378554,0.001468021,0.4086882,0.3054535],"study_design_scores_gemma":[0.0001347655,0.0001162874,0.005380992,0.1699651,0.001027736,0.001188278,0.0003257986,0.00004413666,0.0002504078,0.001181708,0.8203266,0.00005808304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001831375,0.9836675,0.00009800352,0.001751295,0.006127762,0.0001654998,0.001710145,0.00005995538,0.006236827],"genre_scores_gemma":[0.00123864,0.9869879,0.0003494163,0.00123548,0.002173214,0.0001465359,0.001110199,0.00003508674,0.00672349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06870682,"threshold_uncertainty_score":0.2298472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492412093173038,"score_gpt":0.3690187896149409,"score_spread":0.3240946686832106,"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."}}