{"id":"W3189285296","doi":"10.4103/jesnt.jesnt_12_21","title":"Induction agents and their role in low-immunological-risk kidney transplant recipients","year":2021,"lang":"en","type":"review","venue":"Journal of The Egyptian Society of Nephrology and Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney transplant; Medicine; Kidney transplantation; Immunology; Intensive care medicine; Kidney; 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":[0.0006440878,0.0004944991,0.001672269,0.001852704,0.000197138,0.0009627357,0.0006361551,0.0008494614,0.003092713],"category_scores_gemma":[0.001784223,0.0001711361,0.001058879,0.001346691,0.0003021078,0.000738329,0.0004443486,0.00117533,0.0003903949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004317309,"about_ca_system_score_gemma":0.000995239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086872,"about_ca_topic_score_gemma":0.002276539,"domain_scores_codex":[0.9996531,0.0001056592,0.00009687684,0.00004138618,0.00008297639,0.00001997335],"domain_scores_gemma":[0.9991829,0.0006012106,0.0001237057,0.000009919635,0.00006543245,0.0000168715],"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":[0.0002469544,0.00009439357,0.0004644584,0.1369554,0.0006918595,0.0002025959,0.0001004508,0.0002513542,0.0006427657,0.002560904,0.009813203,0.8479756],"study_design_scores_gemma":[0.0001389158,0.0003837343,0.005027387,0.1427098,0.003877074,0.002889927,0.0002215599,0.0001843217,0.0008505714,0.003325301,0.8403487,0.00004272307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007718282,0.999592,0.00001894389,0.00008445808,0.00003436772,0.000002581168,0.000007668599,9.348558e-7,0.0001817246],"genre_scores_gemma":[0.000745793,0.9990023,0.00006290732,0.00007390343,0.00004106075,0.00000404612,0.00000878621,3.554609e-7,0.00006084402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003092713,"threshold_uncertainty_score":0.01034611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992944271734028,"score_gpt":0.3003680525810016,"score_spread":0.2704386098636613,"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."}}