{"id":"W1984935938","doi":"10.1016/j.athoracsur.2008.12.066","title":"Extracorporeal Life Support for the Control of Life-Threatening Pulmonary Hemorrhage","year":2009,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Extracorporeal; Life support; Pulmonary hemorrhage; Extracorporeal membrane oxygenation; Intensive care medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001866038,0.0001999612,0.0001795198,0.0003503512,0.0002198378,0.0003297642,0.0001838004,0.0002285426,0.001648434],"category_scores_gemma":[0.0004717762,0.00003814648,0.0002232315,0.0001373469,0.0002371771,0.0002095076,0.0001496174,0.0008838165,0.000237051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156537,"about_ca_system_score_gemma":0.000238398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001286831,"about_ca_topic_score_gemma":0.0001773899,"domain_scores_codex":[0.9999095,0.00002025357,0.000008773498,0.000009307651,0.00003535808,0.00001673178],"domain_scores_gemma":[0.9998511,0.0000723576,0.00002176599,0.000009497528,0.00001454077,0.00003060846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003453728,0.0006540084,0.01205332,0.0007752175,0.0002307205,0.006893235,0.0002071739,0.0009267523,0.07328698,0.004379631,0.009224515,0.8879146],"study_design_scores_gemma":[0.005026988,0.03492708,0.2652355,0.001837209,0.001193788,0.2044724,0.0006216469,0.02782674,0.1645463,0.01428297,0.2797901,0.0002392207],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7349987,0.1996693,0.0304659,0.004914491,0.002119391,0.0001021272,0.0001508203,0.0003025251,0.02727678],"genre_scores_gemma":[0.9748619,0.01818418,0.002964427,0.000561212,0.001123133,0.00002160515,0.00007680546,0.00001335039,0.002193344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001648434,"threshold_uncertainty_score":0.005514562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08137625265796364,"score_gpt":0.3147526072148699,"score_spread":0.2333763545569063,"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."}}