{"id":"W4240932329","doi":"10.1053/j.semtcvs.2004.09.012","title":"Lung preservation","year":2004,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Lung; Reperfusion injury; Transplantation; Ischemia; Surgery; 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":[0.0006982959,0.0007900654,0.002163426,0.002070649,0.0003733905,0.0009068435,0.0007707862,0.000770697,0.009058106],"category_scores_gemma":[0.0009497518,0.0002038279,0.0009676616,0.001337425,0.0005336201,0.00118821,0.0009319804,0.001259655,0.002368415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679066,"about_ca_system_score_gemma":0.0009958607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004879199,"about_ca_topic_score_gemma":0.001285197,"domain_scores_codex":[0.9997528,0.00004532283,0.00004974175,0.00006318104,0.00006031877,0.00002864418],"domain_scores_gemma":[0.9997063,0.0001541777,0.00005962849,0.00002016353,0.00002939868,0.00003033056],"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":[0.0001722123,0.00005560695,0.0003480918,0.01448757,0.0002243004,0.0003102202,0.00001584591,0.00009441459,0.001108875,0.000604676,0.01107416,0.971504],"study_design_scores_gemma":[0.0003785267,0.000803085,0.00922802,0.02410076,0.002821497,0.01603863,0.0001130453,0.0001929226,0.004848142,0.002815076,0.9386111,0.00004911537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003420444,0.9977909,0.0002423449,0.0001331038,0.0002782868,0.0000108439,0.00002428668,0.000009701167,0.001168421],"genre_scores_gemma":[0.00558285,0.9902232,0.000427812,0.0006290877,0.0007036894,0.00003197484,0.0001251053,0.000004679978,0.002271517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009058106,"threshold_uncertainty_score":0.03030241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06169875362122488,"score_gpt":0.3788481719015936,"score_spread":0.3171494182803687,"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."}}