{"id":"W1983323264","doi":"10.1067/mtc.2001.109703","title":"Low-potassium dextran preservation solution improves lung function after human lung transplantation","year":2001,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Lung function; Lung; Dextran; Transplantation; Surgery; Internal medicine; Cardiology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.002053135,0.0001833601,0.0006227041,0.0003132676,0.0001384997,0.00005132197,0.00004125747,0.0001483501,0.00003625244],"category_scores_gemma":[0.00004243927,0.0001495426,0.001008424,0.0002246661,0.00004459869,0.0007123695,0.000005552737,0.0002613181,0.000001057287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005209532,"about_ca_system_score_gemma":0.00007547036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002634784,"about_ca_topic_score_gemma":0.000006434369,"domain_scores_codex":[0.9980743,0.0002834185,0.0006298812,0.0002017557,0.0005883242,0.0002223251],"domain_scores_gemma":[0.9990493,0.0001357621,0.0002137053,0.000203698,0.0002481702,0.000149352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006708643,0.0002222309,0.5509932,0.003810457,0.004158116,0.001568697,0.001015479,0.0002180066,0.02741935,0.00003443946,0.0004694812,0.4033819],"study_design_scores_gemma":[0.0009465052,0.0001190546,0.9860068,0.0007213826,0.004717764,0.002007298,0.0001046669,0.0003777748,0.003249448,0.0001109111,0.00141013,0.0002282764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7616102,0.01153973,0.2258331,0.0001967414,0.0005020233,0.0001734676,0.000003686039,0.00002329694,0.0001177747],"genre_scores_gemma":[0.9916272,0.006036701,0.001391438,0.0001212387,0.0006349291,0.00001157297,0.00003595181,0.00002527807,0.0001157251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4350136,"threshold_uncertainty_score":0.6098172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980167383266748,"score_gpt":0.2995845768108948,"score_spread":0.2797829029782274,"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."}}