{"id":"W4406509262","doi":"10.1016/j.ysur.2015.03.168","title":"10.1016/j.ysur.2015.03.168","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Living donor liver transplantation; Selection (genetic algorithm); Surgery; Liver transplantation; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008633194,0.0009461427,0.0004698421,0.001817705,0.0009211531,0.002653651,0.0008688814,0.00284002,0.8820751],"category_scores_gemma":[0.001912115,0.0003386075,0.0005711834,0.0008322968,0.0007830305,0.002252193,0.001450288,0.001389042,0.7865911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008600259,"about_ca_system_score_gemma":0.001445175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238214,"about_ca_topic_score_gemma":0.002254648,"domain_scores_codex":[0.999683,0.00003365473,0.0000345698,0.00008066116,0.00008328085,0.00008483713],"domain_scores_gemma":[0.9990073,0.0001935398,0.0001593827,0.0000534314,0.0001865099,0.000399957],"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":[0.0002494311,0.0003263913,0.01025032,0.0005694586,0.00004432121,0.0004157452,0.0001692614,0.0002090118,0.0004069265,0.006009859,0.2667778,0.7145715],"study_design_scores_gemma":[0.00009794554,0.0001893628,0.0128223,0.001997696,0.0000818094,0.004391124,0.0007598905,0.0004870886,0.0005670505,0.01037012,0.9681867,0.00004879345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009529066,0.01609269,0.002710437,0.01421303,0.003523472,0.0001287663,0.003765265,0.001610741,0.9484267],"genre_scores_gemma":[0.03684732,0.008307103,0.002524344,0.003356504,0.00146257,0.0001289774,0.002473317,0.0004038045,0.9444961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1179249,"threshold_uncertainty_score":0.1682055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005975628093024496,"score_gpt":0.2160316209489904,"score_spread":0.210055992855966,"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."}}