{"id":"W2176619613","doi":"10.1164/rccm.201505-0901oc","title":"Acute Lung Injury Causes Asynchronous Alveolar Ventilation That Can Be Corrected by Individual Sighs","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Lung; Pulmonary surfactant; Ventilation (architecture); Diffuse alveolar damage; Mechanical ventilation; Pulmonary alveolus; Alveolar cells; Oxygenation; Anesthesia; Pathology; Respiratory disease; Internal medicine; Acute respiratory distress; Biology","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":[0.0006894204,0.0002870502,0.0008647331,0.0002934659,0.0001151179,0.00002995285,0.0001533663,0.0001179069,0.0001315005],"category_scores_gemma":[0.0007200578,0.0002156124,0.0001170613,0.0003296709,0.0009727508,0.000215931,0.00004992977,0.000587035,0.000001752077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430244,"about_ca_system_score_gemma":0.0006078806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674569,"about_ca_topic_score_gemma":0.000006445419,"domain_scores_codex":[0.9974113,0.0002255833,0.0006455452,0.0002786711,0.00104845,0.0003904757],"domain_scores_gemma":[0.997171,0.0001801875,0.0003313631,0.0002363252,0.0008760173,0.001205067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00849074,0.0006481101,0.4242643,0.0006235307,0.001612183,0.006357844,0.02010933,0.000002463918,0.09156218,0.000564808,0.1236604,0.3221041],"study_design_scores_gemma":[0.02133569,0.1565917,0.04201072,0.002557313,0.01192115,0.005476834,0.1707153,0.00004444438,0.1533838,0.0003300317,0.4335805,0.002052595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872404,0.00798764,0.001167351,0.002293443,0.0007418114,0.0002065338,0.00006835267,0.00003775439,0.000256719],"genre_scores_gemma":[0.9899431,0.00007367987,0.0002803544,0.008961056,0.0006317891,0.000006283717,0.00003889259,0.00003748186,0.00002734443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3822536,"threshold_uncertainty_score":0.8792419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098786368987736,"score_gpt":0.3304907955207382,"score_spread":0.2995029318308608,"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."}}