{"id":"W2988581140","doi":"10.1097/aco.0000000000000804","title":"Ex-vivo lung perfusion","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Ex vivo; Intensive care medicine; Surgery; In vivo; Internal medicine; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004336559,0.0004497022,0.002367769,0.00055778,0.00003595163,0.000009755863,0.0002199661,0.0005344289,0.0002906498],"category_scores_gemma":[0.00008164516,0.0003237331,0.000540437,0.0003228913,0.00007525005,0.00003964218,0.00004834545,0.0007829502,0.0002870521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421115,"about_ca_system_score_gemma":0.0003897065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001018123,"about_ca_topic_score_gemma":0.000001134343,"domain_scores_codex":[0.9973903,0.0005579963,0.0008593437,0.0006199497,0.0001809055,0.0003915541],"domain_scores_gemma":[0.9986691,0.0003770775,0.0002886266,0.0005013949,0.00004152456,0.0001223015],"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":[0.00002468698,0.00007985553,0.002557392,0.04337379,0.00002049665,0.000006973475,0.00006108635,3.27347e-7,2.68017e-7,0.0007203699,0.00139818,0.9517566],"study_design_scores_gemma":[0.0006366369,0.0002961638,0.001440392,0.03149486,0.0003046229,0.00009773528,0.000009689224,0.00001719698,2.626883e-7,0.00003219266,0.9653742,0.0002960137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006726418,0.9904469,0.0001388495,0.00007981747,0.007752132,0.001174898,0.00002786744,0.00005242457,0.0002598594],"genre_scores_gemma":[0.000003440774,0.9977357,0.0007082389,0.00004153985,0.0005913656,0.00007421627,0.0005909628,0.00005345379,0.0002011148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.963976,"threshold_uncertainty_score":0.9999215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2094393240577065,"score_gpt":0.4824284915903671,"score_spread":0.2729891675326606,"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."}}