{"id":"W2018274677","doi":"10.1186/1741-7015-11-85","title":"Novel approaches to minimize ventilator-induced lung injury","year":2013,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006840944,0.0009818494,0.001592724,0.00229234,0.0003110331,0.0008473001,0.001039295,0.001382356,0.003636989],"category_scores_gemma":[0.0006572717,0.0003103595,0.0008856184,0.001098557,0.0005331626,0.001362558,0.0006661631,0.002310025,0.002034208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943904,"about_ca_system_score_gemma":0.0007722515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006857272,"about_ca_topic_score_gemma":0.001182138,"domain_scores_codex":[0.99977,0.00004083007,0.0000313293,0.0000435339,0.00008822247,0.00002606558],"domain_scores_gemma":[0.9997922,0.00009512345,0.00003410729,0.000009641621,0.00005226606,0.00001662827],"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":[0.0001158962,0.0002324157,0.0002213836,0.04074112,0.0002358836,0.0003468615,0.0001106279,0.000525916,0.01109764,0.008144373,0.01725638,0.9209715],"study_design_scores_gemma":[0.00006351119,0.0003446374,0.001419205,0.006603738,0.0002576743,0.002113468,0.0001178502,0.000190074,0.004259657,0.00413811,0.9804497,0.0000423473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002108055,0.9981407,0.0003336824,0.0002432615,0.0001865265,0.00001072612,0.00001656876,0.00001025315,0.0008474821],"genre_scores_gemma":[0.001483197,0.9970047,0.0006452467,0.0002132518,0.0001448192,0.00001817163,0.00003160827,0.000002591128,0.0004564339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003636989,"threshold_uncertainty_score":0.01216692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4306882945725805,"score_gpt":0.3892345275451892,"score_spread":0.04145376702739129,"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."}}