{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000399187,0.0005714244,0.001000628,0.001759438,0.0002272188,0.0007015102,0.0005191935,0.0009542356,0.002747497],"category_scores_gemma":[0.0008736211,0.0001690467,0.0005199423,0.001623638,0.0003806761,0.0007808849,0.0005188428,0.0009928269,0.0009145401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064834,"about_ca_system_score_gemma":0.0009611474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006539981,"about_ca_topic_score_gemma":0.001302407,"domain_scores_codex":[0.9998152,0.00003257652,0.00004075597,0.00002626898,0.00006729355,0.00001791944],"domain_scores_gemma":[0.9996467,0.0001708905,0.00007833082,0.000006669475,0.0000752549,0.00002215909],"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":[0.00007752485,0.00006661603,0.0006410077,0.0398338,0.0001589107,0.0006395648,0.0001028867,0.0002030019,0.001268533,0.001770434,0.02108267,0.934155],"study_design_scores_gemma":[0.00004311659,0.0002165995,0.006715424,0.02038366,0.0004280548,0.01540832,0.0002310923,0.0001517289,0.0007856253,0.002898437,0.9526988,0.00003917107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001027504,0.9992188,0.00003976812,0.0001434505,0.0001064924,0.000002348404,0.000005483237,0.000001939509,0.0003788203],"genre_scores_gemma":[0.0008848723,0.9986527,0.0000576893,0.00009549496,0.0001252648,0.000002184832,0.00001018842,4.135837e-7,0.000171171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002747497,"threshold_uncertainty_score":0.009191334,"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."}}