{"id":"W3173973133","doi":"10.1177/15269248211024614","title":"Predictors and Complications of Post Kidney Transplant Leukopenia","year":2021,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Leukopenia; Medicine; Valganciclovir; Internal medicine; Kidney transplantation; Transplantation; Proportional hazards model; Immunology; Cytomegalovirus infection; Chemotherapy; Human cytomegalovirus; Virus","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":[0.000957934,0.000165426,0.0002214322,0.0003213465,0.0001705198,0.0003867399,0.0002043977,0.0001649215,0.001762412],"category_scores_gemma":[0.003567825,0.00006966539,0.0002305177,0.0004729705,0.0001765097,0.0002032804,0.0003159139,0.0005701493,0.00008786714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125154,"about_ca_system_score_gemma":0.0004711126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005649186,"about_ca_topic_score_gemma":0.0009217163,"domain_scores_codex":[0.9994992,0.0001807018,0.00006030219,0.00004999209,0.0001311381,0.00007862638],"domain_scores_gemma":[0.9963515,0.0008714522,0.002193882,0.0000808435,0.0002000125,0.0003023629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007861906,0.00001926081,0.9974721,0.00001058989,0.00002609499,0.00004795142,0.000009734967,0.00008805798,0.00006351767,0.00001615622,0.00005379387,0.002114109],"study_design_scores_gemma":[0.000006216172,0.0001085483,0.9985586,0.00001579715,0.00004158996,0.0004312532,0.00002239365,0.0004124744,0.0001464997,0.00006660847,0.0001880835,0.000002006306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982672,0.0008242975,0.0002935296,0.000117391,0.00000734016,0.000006868612,0.0001052363,0.000005382738,0.0003727006],"genre_scores_gemma":[0.9995878,0.0001451688,0.00008342657,0.00001496713,0.00001483679,0.000004194041,0.00009321199,9.132266e-7,0.00005540178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001762412,"threshold_uncertainty_score":0.005895853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874846269888383,"score_gpt":0.3021558641321885,"score_spread":0.2834074014333047,"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."}}