{"id":"W2079502503","doi":"10.1016/j.mpaic.2007.09.003","title":"Acute lung injury","year":2007,"lang":"en","type":"article","venue":"Anaesthesia & intensive care medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Acute respiratory distress; Intensive care medicine; Mechanical ventilation; Lung; Diffuse alveolar damage; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003854653,0.0003338151,0.0007077681,0.0003919482,0.00009989353,0.000007026964,0.0001586897,0.0002035506,0.0004620799],"category_scores_gemma":[0.0004811641,0.0002429296,0.0001823023,0.0004111561,0.0002661299,0.00008456016,0.00004181695,0.0003961927,0.0001272027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663103,"about_ca_system_score_gemma":0.0001528549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005874967,"about_ca_topic_score_gemma":0.00001624416,"domain_scores_codex":[0.9978481,0.00002540998,0.000531935,0.0004482036,0.0005608013,0.0005855843],"domain_scores_gemma":[0.9954438,0.0000419778,0.0001443626,0.0005929895,0.003250437,0.0005264081],"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":[0.003080495,0.00008531507,0.1123204,0.0003437727,0.0008298621,0.02217104,0.0124822,2.087563e-7,0.1428457,0.004718157,0.3760037,0.3251192],"study_design_scores_gemma":[0.005396028,0.009974891,0.03295936,0.001296135,0.001987737,0.001668316,0.1038176,0.00002320804,0.1215319,0.0001824004,0.7203357,0.0008268108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671524,0.004744842,0.00277838,0.008990233,0.0009988489,0.0008387892,0.000005755314,0.0002666905,0.01422411],"genre_scores_gemma":[0.9330698,0.0002999648,0.0004234155,0.06379011,0.0008137238,0.00001365206,0.0001031698,0.00006539741,0.001420725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.344332,"threshold_uncertainty_score":0.9906383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506025130684299,"score_gpt":0.3123213597185262,"score_spread":0.2972611084116832,"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."}}