{"id":"W2580954781","doi":"10.1007/s00134-016-4673-0","title":"Extracorporeal carbon dioxide removal (ECCO2R) in patients with acute respiratory failure","year":2017,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; ARDS; Intensive care medicine; Hypoxemia; Anesthesiology; Observational study; Mechanical ventilation; Respiratory failure; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003793865,0.001194974,0.005276763,0.001018158,0.0001042869,0.0000204555,0.000556873,0.0009220867,0.00009885394],"category_scores_gemma":[0.001349901,0.0007461479,0.0004879924,0.0003835941,0.0005721714,0.0001130142,0.0001700319,0.00177389,0.00003691681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000622576,"about_ca_system_score_gemma":0.001550261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398479,"about_ca_topic_score_gemma":0.000180191,"domain_scores_codex":[0.9950655,0.0001730965,0.001496688,0.001252605,0.001203067,0.0008090231],"domain_scores_gemma":[0.9916643,0.0001142436,0.001298279,0.001995127,0.004325925,0.0006021459],"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":[0.0007577331,0.00007514773,0.006162336,0.01074398,0.001063451,0.02952372,0.0009625865,3.732975e-8,0.00001617074,0.00002985041,0.006496824,0.9441682],"study_design_scores_gemma":[0.00479121,0.003202942,0.001057721,0.05915408,0.004094397,0.000609311,0.001399653,1.682063e-7,0.00001129582,0.000006835768,0.92501,0.0006623302],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004277152,0.9859623,0.000005841746,0.0002060903,0.001391495,0.003280843,0.0001143973,0.0001109991,0.00465084],"genre_scores_gemma":[0.0009653727,0.9875849,0.0001985927,0.00407819,0.002174503,0.0003317569,0.002170293,0.0004711333,0.002025293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9435058,"threshold_uncertainty_score":0.999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597124010658584,"score_gpt":0.3427295449249093,"score_spread":0.2867583048183234,"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."}}