{"id":"W4210469142","doi":"10.1097/mot.0000000000000807","title":"Editorial introductions","year":2020,"lang":"en","type":"article","venue":"Current Opinion in Organ Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transplantation; Medicine; Organ transplantation; Liver transplantation; General surgery; Library science; Medical education; Surgery; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008082088,0.0001344214,0.000188891,0.0001260101,0.00004720714,0.00001508499,0.00006445309,0.00008397421,0.0002111594],"category_scores_gemma":[0.00002911885,0.0001313569,0.00006322564,0.0003915079,0.00003161865,0.0001493714,0.000004358857,0.0002978015,0.0000876804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000756,"about_ca_system_score_gemma":0.00007302703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005507111,"about_ca_topic_score_gemma":0.000001261848,"domain_scores_codex":[0.9989161,0.00003348577,0.000331796,0.0002694469,0.0002667948,0.0001823284],"domain_scores_gemma":[0.9996154,0.00002990152,0.00005214586,0.0000998059,0.0000655657,0.0001371987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003482841,0.0009463595,0.3571903,0.02022456,0.00007960601,0.000008271109,0.0138591,0.0001094513,0.01723934,0.00664298,0.5609102,0.01930693],"study_design_scores_gemma":[0.01427292,0.001013046,0.3701313,0.001227086,0.0003568008,0.0001565738,0.0004395804,0.0003726266,0.0228089,0.0004048759,0.5878618,0.0009545016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.08626613,0.002816875,0.1131772,0.04377636,0.7470887,0.003366046,0.000441864,0.00209201,0.0009747964],"genre_scores_gemma":[0.5925641,0.06793902,0.003179982,0.0006590182,0.3325511,0.0000872045,0.002876777,0.00010804,0.00003476387],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.506298,"threshold_uncertainty_score":0.5356579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287100914866063,"score_gpt":0.339024815209218,"score_spread":0.2961538060605574,"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."}}