{"id":"W1998312138","doi":"10.1016/j.transproceed.2008.10.001","title":"Reducing the Risk of Viral Infection in Renal Transplantation","year":2008,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Immunosuppression; Transplantation; Immunology; Cytomegalovirus; Medicine; BK virus; Dialysis; Disease; Kidney transplantation; Viral disease; Virus; Herpesviridae; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234936,0.0001769644,0.0003715322,0.0005403635,0.0008960321,0.0009516389,0.0003214173,0.0006599768,0.002893157],"category_scores_gemma":[0.007270569,0.00009177318,0.0003301826,0.0003250767,0.0002012867,0.0004072275,0.0005261959,0.001012551,0.0002240298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933839,"about_ca_system_score_gemma":0.001348341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00185678,"about_ca_topic_score_gemma":0.002901509,"domain_scores_codex":[0.9988482,0.0006308905,0.00005673316,0.00003218905,0.0002743752,0.0001576927],"domain_scores_gemma":[0.9980763,0.0006766457,0.0003079755,0.00004953607,0.0002153315,0.0006742712],"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":[0.002165391,0.01042233,0.3876846,0.0005790415,0.0002207635,0.001269877,0.001000348,0.001203766,0.00314146,0.002734267,0.008352057,0.5812261],"study_design_scores_gemma":[0.0005659494,0.01246508,0.9341814,0.0008020682,0.0006014694,0.004699832,0.003509531,0.004334978,0.005296357,0.00697062,0.02651644,0.00005631456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.949704,0.01201964,0.001629376,0.0107443,0.0005525267,0.0001002018,0.00004176324,0.00005610198,0.02515218],"genre_scores_gemma":[0.9949539,0.002283523,0.000800576,0.0005125264,0.0004517684,0.00001527817,0.00001949927,0.000003571203,0.000959274],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002893157,"threshold_uncertainty_score":0.009678543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330479705850101,"score_gpt":0.2496947306996095,"score_spread":0.2363899336411085,"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."}}