{"id":"W2015707038","doi":"10.1097/aln.0000000000000264","title":"Mechanical Ventilation–associated Lung Fibrosis in Acute Respiratory Distress Syndrome","year":2014,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Mechanical ventilation; Intensive care medicine; Context (archaeology); Pulmonary fibrosis; Lung; Respiratory distress; Diffuse alveolar damage; Ventilation (architecture); ARDS; Idiopathic pulmonary fibrosis; Acute respiratory distress; Fibrosis; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007183072,0.0005562517,0.003445738,0.0004527956,0.00006871404,0.00001553936,0.0003178557,0.001476161,0.0002508429],"category_scores_gemma":[0.0001533929,0.0004490449,0.000672837,0.000428763,0.00008458917,0.00006780218,0.00009152284,0.0007295421,0.0002772727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240656,"about_ca_system_score_gemma":0.0003582832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006964618,"about_ca_topic_score_gemma":0.000009330467,"domain_scores_codex":[0.9965825,0.0006162718,0.00117494,0.0007644142,0.0002554528,0.0006064382],"domain_scores_gemma":[0.9981589,0.0002638047,0.0005572541,0.0007230163,0.00006393281,0.0002330441],"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":[0.0003613546,0.0009395001,0.006779434,0.03164406,0.001889715,0.01884982,0.00008854442,7.753092e-7,0.0001404863,0.001839479,0.004193176,0.9332737],"study_design_scores_gemma":[0.0005851166,0.0008763512,0.002110502,0.006329188,0.00157736,0.0007770334,0.000003680211,0.000004118657,0.00001050577,0.00007942463,0.9872404,0.0004063751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01490824,0.9830221,0.00002678227,0.00002029349,0.0003721053,0.001318724,0.00004781298,0.0001403271,0.0001436271],"genre_scores_gemma":[0.002864262,0.992775,0.0001018389,0.0009643305,0.0001710556,0.00039094,0.001494015,0.0001625311,0.001076029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830472,"threshold_uncertainty_score":0.9998201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830621305945354,"score_gpt":0.336975341693905,"score_spread":0.2986691286344515,"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."}}