{"id":"W4391879834","doi":"10.3390/siuj5010009","title":"Australian Kidney Transplantation in the Shadow of COVID-19: A Decade’s Insight","year":2024,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Shadow (psychology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transplantation; 2019-20 coronavirus outbreak; Kidney transplantation; Medicine; Virology; Internal medicine; Psychology; Outbreak; Psychoanalysis; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.007909218,0.0004163555,0.0008172593,0.001336783,0.004783111,0.006605066,0.001069538,0.005528748,0.00819358],"category_scores_gemma":[0.01148188,0.0004291357,0.0006552428,0.001772633,0.005257345,0.008074898,0.006135419,0.01511903,0.001003096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007090874,"about_ca_system_score_gemma":0.01788705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06508655,"about_ca_topic_score_gemma":0.1063168,"domain_scores_codex":[0.9965412,0.00106442,0.0002618449,0.000281221,0.0009142049,0.0009370091],"domain_scores_gemma":[0.9906648,0.002473498,0.0006734219,0.0002927172,0.00238888,0.003506764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001763213,0.0002595887,0.00581919,0.002243998,0.0001339636,0.002067027,0.02454962,0.0003721397,0.000704113,0.1155726,0.659353,0.1887484],"study_design_scores_gemma":[0.0000167236,0.0001093236,0.01121199,0.003861555,0.00004163592,0.00103641,0.01857775,0.0002450213,0.0001492391,0.02297146,0.9416921,0.00008680502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007697217,0.1360777,0.0003570015,0.8270977,0.01913265,0.00001442464,0.0001292439,0.00002167562,0.00947234],"genre_scores_gemma":[0.1327392,0.3632365,0.001368826,0.4556083,0.02933414,0.0000602958,0.0001498382,0.0001151338,0.01738791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06508655,"threshold_uncertainty_score":0.1294154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05797551354454231,"score_gpt":0.3767039584933946,"score_spread":0.3187284449488523,"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."}}