{"id":"W2055316727","doi":"10.1097/mat.0b013e318161d6ec","title":"Interventional Lung Assist: A New Concept of Protective Ventilation in Bridge to Lung Transplantation","year":2008,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medizinischen Hochschule Hannover; University of Toronto","keywords":"Lung transplantation; Medicine; Mechanical ventilation; Lung; Intensive care medicine; Extracorporeal; Bridge (graph theory); Transplantation; Artificial lung; Ventilation (architecture); Consensus conference; Surgery; Internal medicine; Engineering; Anesthesia; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001817148,0.00008675426,0.000152676,0.0001614537,0.00003662239,0.00001260509,0.00009167568,0.00005361472,0.000301899],"category_scores_gemma":[0.00002370439,0.00009297342,0.0000946702,0.0001888713,0.00001013157,0.0002337433,0.000005640439,0.0002286428,0.000008639954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299809,"about_ca_system_score_gemma":0.00005214769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002217285,"about_ca_topic_score_gemma":0.00003640475,"domain_scores_codex":[0.9990907,0.00003816574,0.0004048431,0.00009292016,0.0002346046,0.0001387887],"domain_scores_gemma":[0.9996762,0.00002298716,0.00007978401,0.00006229661,0.00004834952,0.0001103419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009168764,0.0006296891,0.5558513,0.001555779,0.001037018,0.001423411,0.02784191,0.2820622,0.05732541,0.003451085,0.0129058,0.05499949],"study_design_scores_gemma":[0.0009769307,0.00008222465,0.9734848,0.0003748311,0.00003228985,0.0004929753,0.0000237501,0.009492421,0.01424263,0.0003571726,0.0002683894,0.0001716097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7363539,0.0002988055,0.2627384,0.0000287014,0.0002276585,0.0001487226,0.000007605506,0.00002516756,0.0001710208],"genre_scores_gemma":[0.9991184,0.000003546195,0.0006952121,0.0000152998,0.0001010308,0.000007504698,0.000008952859,0.00001396946,0.00003603027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176334,"threshold_uncertainty_score":0.3791346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298687322411975,"score_gpt":0.2631830986458206,"score_spread":0.2401962254217009,"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."}}