{"id":"W1971110416","doi":"10.1097/pcc.0b013e31828a89a2","title":"Mechanical Ventilation Strategies in Children With Acute Lung Injury","year":2013,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Mechanical ventilation; Extracorporeal membrane oxygenation; ARDS; Hypoxemia; Plateau pressure; Tidal volume; Ventilation (architecture); Prone position; Intensive care medicine; Emergency medicine; Acute respiratory distress; Anesthesia; Respiratory system; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001738412,0.0002382469,0.0004640771,0.0003025005,0.00005577532,0.00002735228,0.0001038634,0.0001696054,0.001447287],"category_scores_gemma":[0.0001811952,0.0001651266,0.00005832671,0.0004908534,0.0001155097,0.0002636536,0.00003936019,0.0004095639,0.00006694087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008518954,"about_ca_system_score_gemma":0.00023904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261123,"about_ca_topic_score_gemma":0.00001056035,"domain_scores_codex":[0.9980704,0.00004326779,0.0004386623,0.0004017955,0.0005999171,0.0004460012],"domain_scores_gemma":[0.9988986,0.00007739711,0.0000466265,0.0003001531,0.0003024959,0.0003746847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005391916,0.0003001663,0.9667931,0.0006190643,0.0001098968,0.0004525771,0.0009234373,0.000001665451,0.004834692,0.01038627,0.004855525,0.01018437],"study_design_scores_gemma":[0.008051258,0.008058215,0.9635803,0.0002642602,0.003169348,0.0006791013,0.008747119,0.0003092196,0.002294106,0.003177027,0.0007811297,0.0008888952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991517,0.00114585,0.00307443,0.00157283,0.0002404611,0.0008971613,0.000007977837,0.000111443,0.001432812],"genre_scores_gemma":[0.9968501,0.00007759028,0.0009913321,0.0005919813,0.001184563,0.0001048434,0.0001063144,0.00003465185,0.00005864511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009295479,"threshold_uncertainty_score":0.9994655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016448143106159,"score_gpt":0.3061930551021582,"score_spread":0.2960285736710966,"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."}}