{"id":"W2916694377","doi":"10.1186/cc7947","title":"Year in review 2008: Critical Care - respirology","year":2009,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Acute respiratory distress; Tracheotomy; Intensive care medicine; Respiratory distress; ARDS; Ventilation (architecture); Critical illness; Critically ill; Emergency medicine; Lung; 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":[0.001501466,0.002189867,0.004793832,0.009521064,0.0007357394,0.003689809,0.001761906,0.002260889,0.04190841],"category_scores_gemma":[0.00689614,0.000790839,0.001171337,0.01414163,0.0007995352,0.004658836,0.001897203,0.002668544,0.02314291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035882,"about_ca_system_score_gemma":0.005252666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350049,"about_ca_topic_score_gemma":0.004431631,"domain_scores_codex":[0.998818,0.0001537815,0.0003384291,0.0001791244,0.000386324,0.0001242897],"domain_scores_gemma":[0.9940797,0.001535662,0.001176964,0.00009663226,0.002435745,0.0006753155],"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":[0.0003039752,0.00006724946,0.0005135052,0.08880065,0.0003121847,0.000402166,0.0001333598,0.0001369254,0.001161114,0.001204202,0.3672211,0.5397436],"study_design_scores_gemma":[0.00006799104,0.00008820302,0.00197129,0.02621084,0.0005176315,0.001926128,0.0001277352,0.00003409183,0.0002034017,0.000506524,0.9683136,0.00003254297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001058508,0.9871719,0.00006783445,0.0009967852,0.009144232,0.00004214223,0.0001187683,0.00001788871,0.002334667],"genre_scores_gemma":[0.0009019032,0.9871488,0.0002840073,0.001455393,0.005745295,0.00005149538,0.0002610222,0.00001240895,0.004139605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04190841,"threshold_uncertainty_score":0.1401976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053705564827872,"score_gpt":0.4620406895099457,"score_spread":0.3566701330271584,"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."}}