{"id":"W2464380561","doi":"10.1111/ajt.13959","title":"Expanding the Donor Pool With Normothermic Ex Vivo Liver Perfusion: The Future Is Now","year":2016,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Ex vivo; Perfusion; Machine perfusion; In vivo; Liver transplantation; Surgery; Internal medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009544607,0.000660733,0.001334912,0.0008026459,0.001311693,0.005812265,0.001829393,0.004093956,0.006667128],"category_scores_gemma":[0.006634227,0.0003581776,0.001160586,0.000754387,0.002244622,0.01036875,0.001884037,0.008051702,0.002674828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009249626,"about_ca_system_score_gemma":0.001486727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003173999,"about_ca_topic_score_gemma":0.001368544,"domain_scores_codex":[0.9976774,0.0006129954,0.0003700696,0.0003215205,0.0008058017,0.0002122162],"domain_scores_gemma":[0.9886729,0.00459594,0.000876541,0.0006629095,0.003689298,0.00150236],"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":[0.0006091504,0.0002712831,0.002308905,0.002426319,0.00006236691,0.0006241901,0.0002516982,0.0001610027,0.003006138,0.004385082,0.3866196,0.5992743],"study_design_scores_gemma":[0.00007456934,0.0003656908,0.002350775,0.000645193,0.000078738,0.001290876,0.0004590469,0.0003218167,0.0008098101,0.00431233,0.9892467,0.00004446271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004819674,0.4158343,0.007118683,0.3693133,0.1964941,0.00006008377,0.0001230896,0.0003717998,0.005864883],"genre_scores_gemma":[0.03382325,0.3878497,0.01367403,0.1613527,0.3899979,0.0001923977,0.0004473362,0.0004545519,0.01220802],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009544607,"threshold_uncertainty_score":0.05047733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493572205131668,"score_gpt":0.2416141346426698,"score_spread":0.2351205624375381,"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."}}