{"id":"W2495295416","doi":"10.1164/rccm.201602-0312ed","title":"Lung Transplant and Extracorporeal Membrane Oxygenation: More Is Better and Better Together?","year":2016,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Lung; Lung transplantation; Oxygenation; Extracorporeal; Intensive care medicine; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004522634,0.000810548,0.0017564,0.0007444694,0.004518999,0.005893116,0.001357414,0.04936318,0.008979053],"category_scores_gemma":[0.02749343,0.0006171751,0.001188866,0.0007031373,0.004815101,0.01068227,0.003019674,0.04694904,0.003582324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004326972,"about_ca_system_score_gemma":0.005600713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220019,"about_ca_topic_score_gemma":0.004934865,"domain_scores_codex":[0.9941353,0.002286863,0.0007066652,0.0006432108,0.001526175,0.0007017769],"domain_scores_gemma":[0.9886327,0.005296466,0.001261567,0.0002621726,0.001208691,0.003338419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001839124,0.0002195424,0.004271592,0.0001895283,0.00007134027,0.0149388,0.0005524341,0.0001406504,0.0003818772,0.01294403,0.9176782,0.04842804],"study_design_scores_gemma":[0.0003190514,0.0002372828,0.002974322,0.001268959,0.0001178171,0.03869282,0.002969307,0.0008733268,0.000297176,0.05453862,0.8975322,0.0001790546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004550824,0.002584828,0.00006994704,0.987444,0.007820455,0.000002653878,0.000004811882,0.000006529976,0.001611813],"genre_scores_gemma":[0.009444605,0.003994574,0.0003447021,0.8944378,0.08727036,0.00001410131,0.00001512029,0.00001647433,0.004462158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04936318,"threshold_uncertainty_score":0.03139448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379136856129111,"score_gpt":0.2614785248344433,"score_spread":0.2476871562731522,"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."}}