{"id":"W2035854643","doi":"10.1007/s40472-014-0041-6","title":"Early Clinical Results Using Normothermic Machine Liver Preservation","year":2015,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Machine perfusion; Liver transplantation; Economic shortage; Ex vivo; Cold storage; Perfusion; Transplantation; Surgery; Organ procurement; Intensive care medicine; In vivo; Cardiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006877868,0.0001828126,0.0003013302,0.0001437416,0.00005648604,0.0000287458,0.00005503166,0.0001222447,0.00004051728],"category_scores_gemma":[0.0000772439,0.0001600253,0.0001456007,0.0001955287,0.00005493971,0.0003169484,0.000005995754,0.0002545513,0.00002051014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005622197,"about_ca_system_score_gemma":0.0001939358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500462,"about_ca_topic_score_gemma":0.00001771168,"domain_scores_codex":[0.9978194,0.00008554602,0.001051208,0.0003831163,0.0004621287,0.00019861],"domain_scores_gemma":[0.9987761,0.00006278033,0.0003526529,0.0003115996,0.0002352626,0.0002615382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002709479,0.0006517729,0.9697972,0.00134115,0.0001098291,0.002778207,0.002694369,0.00007858155,0.0007769489,0.0004260769,0.001190663,0.01744573],"study_design_scores_gemma":[0.006491096,0.0005380362,0.9689921,0.0006651848,0.0009650055,0.003344803,0.00003757736,0.002989571,0.007706093,0.0006705699,0.007104991,0.0004950042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9388567,0.0006272651,0.05730513,0.0002260236,0.00102461,0.0006898941,0.0000773077,0.0003170524,0.0008759718],"genre_scores_gemma":[0.9883815,0.00240633,0.007763802,0.0001483436,0.0002435795,0.00001123906,0.0008127554,0.00003538638,0.0001970874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04954133,"threshold_uncertainty_score":0.6525642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653196938328809,"score_gpt":0.4036567217364958,"score_spread":0.2383370279036149,"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."}}