{"id":"W2794662444","doi":"10.1016/j.healun.2018.01.724","title":"VV-ECMO as a Platform to Evaluate Bronchoscopic Saline Lavage and Surfactant Therapy in Severe ARDS","year":2018,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"ARDS; Extracorporeal membrane oxygenation; Medicine; Pulmonary surfactant; Saline; Bronchoalveolar lavage; Intensive care medicine; Anesthesia; Lung; Internal medicine; Chemistry","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":[0.0006370428,0.0003663716,0.000540876,0.0003476292,0.00023739,0.0007610592,0.0002184282,0.0004714558,0.0006327264],"category_scores_gemma":[0.0006673603,0.0001217257,0.0002045262,0.0001885195,0.000311868,0.0003814321,0.0004202788,0.0005616206,0.0001267982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107259,"about_ca_system_score_gemma":0.0006465757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006439651,"about_ca_topic_score_gemma":0.0006592262,"domain_scores_codex":[0.9996425,0.0001468545,0.00002333049,0.00003771608,0.00008585365,0.00006376367],"domain_scores_gemma":[0.9996747,0.00007606921,0.00004966998,0.00002001516,0.00004640993,0.0001332472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06914207,0.003869916,0.1950452,0.0006015296,0.0004363281,0.001469374,0.0005725793,0.003090854,0.5947477,0.001525701,0.001532272,0.1279665],"study_design_scores_gemma":[0.002647428,0.09263182,0.5806111,0.0002548412,0.001253877,0.003468835,0.001745773,0.04513041,0.2611209,0.001191044,0.009736367,0.0002076382],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946374,0.001544903,0.002484354,0.00007965032,0.00009190814,0.0001495005,0.0002098574,0.00004493017,0.000757431],"genre_scores_gemma":[0.9944221,0.0005036014,0.00429629,0.0001149044,0.00005501737,0.0001264464,0.0001875985,0.00001076517,0.0002831839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007610592,"threshold_uncertainty_score":0.003369033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309675350166853,"score_gpt":0.3235709426727756,"score_spread":0.3004741891711071,"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."}}