{"id":"W2903683099","doi":"10.1056/nejmc1808731","title":"ECMO for Severe Acute Respiratory Distress Syndrome","year":2018,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Acute respiratory distress; Respiratory distress; Intensive care medicine; Respiratory system; Emergency medicine; Medical emergency; Internal medicine; Lung; Anesthesia","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":[0.0008643813,0.000646142,0.0006928219,0.0006468096,0.003054429,0.001982783,0.0008561115,0.0288498,0.00711768],"category_scores_gemma":[0.01351939,0.0003214277,0.001038628,0.0003937868,0.001328556,0.001741115,0.001003389,0.01690678,0.003851651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407356,"about_ca_system_score_gemma":0.001835536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750981,"about_ca_topic_score_gemma":0.003960993,"domain_scores_codex":[0.9991059,0.0002345702,0.0001233308,0.00008406431,0.0002570681,0.0001950725],"domain_scores_gemma":[0.9974684,0.001374747,0.0002588146,0.00007913863,0.0003300033,0.0004889326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316806,0.0001158283,0.003847369,0.0001413495,0.00003486341,0.1320549,0.00033272,0.0003046382,0.0006557723,0.005540427,0.8334875,0.02335289],"study_design_scores_gemma":[0.0004088258,0.0002679855,0.007407201,0.001183132,0.00009453932,0.100211,0.0008920691,0.002320591,0.0007158351,0.01622526,0.8701783,0.00009520249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004178657,0.003085124,0.000298837,0.9363627,0.03528246,0.00003850484,0.0000767067,0.00005191166,0.02062497],"genre_scores_gemma":[0.04933257,0.005196956,0.0008642516,0.7759177,0.1363444,0.00009375897,0.0001298826,0.00006040835,0.03206005],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0288498,"threshold_uncertainty_score":0.02381104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306379879049395,"score_gpt":0.255013437495705,"score_spread":0.231949638705211,"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."}}