{"id":"W1813360077","doi":"10.1186/cc2849","title":"Protective ventilation of patients with acute respiratory distress syndrome.","year":2004,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"ARDS; Medicine; Intensive care medicine; Acute respiratory distress; Critically ill; 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":[],"consensus_categories":[],"category_scores_codex":[0.00005574445,0.0003257567,0.001304995,0.0001499253,0.00005327472,0.00001295071,0.000108187,0.0003464963,0.0001020754],"category_scores_gemma":[0.0001204523,0.0002291814,0.0003309421,0.0002226082,0.000165777,0.00007214543,0.0000452383,0.0003994075,0.0000250552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518158,"about_ca_system_score_gemma":0.000658292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001678089,"about_ca_topic_score_gemma":9.933851e-7,"domain_scores_codex":[0.9983218,0.00006342546,0.0004683448,0.0004061887,0.0004853799,0.0002548345],"domain_scores_gemma":[0.9986213,0.00004084468,0.0001444672,0.0004262447,0.000560442,0.0002067155],"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":[0.0003157416,0.0004792074,0.000409594,0.2696035,0.0005063677,0.001849021,0.0002042644,1.138102e-7,0.00000248706,0.001448278,0.0000322861,0.7251492],"study_design_scores_gemma":[0.002635813,0.007295047,0.002352228,0.106022,0.0124675,0.0001536601,0.0002779375,8.657477e-8,0.000151027,0.0002198259,0.8674474,0.0009774591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006668901,0.9952049,0.0003948665,0.000004131902,0.0001972287,0.002373435,0.000789786,0.00004767908,0.000321044],"genre_scores_gemma":[0.237593,0.7360289,0.003440948,0.0005468727,0.001080448,0.004907942,0.01450559,0.001417528,0.0004787894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8674151,"threshold_uncertainty_score":0.9345747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652659018620213,"score_gpt":0.3517782819796292,"score_spread":0.315251691793427,"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."}}