{"id":"W4296290457","doi":"10.1097/01.tp.0000889580.24110.b1","title":"P15.03: Granulocyte Colony-Stimulating Factor With or Without Immunosuppression Reduction in Neutropenic Kidney Transplant Recipients","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Blood disorders and treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Immunosuppression; Medicine; Neutropenia; Granulocyte colony-stimulating factor; Transplantation; Internal medicine; Cohort; Kidney transplantation; Absolute neutrophil count; Surgery; Chemotherapy","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":[0.0009243507,0.000195723,0.0004553385,0.0002301163,0.0002561962,0.0005568044,0.0003623824,0.0002696586,0.002609703],"category_scores_gemma":[0.002012598,0.00006819553,0.000687782,0.0004273299,0.0002583422,0.0002323908,0.000312239,0.0004785335,0.0002385447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459582,"about_ca_system_score_gemma":0.001045501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005086836,"about_ca_topic_score_gemma":0.0007051895,"domain_scores_codex":[0.9995688,0.0001534057,0.00006436121,0.00006384853,0.00008064563,0.00006897934],"domain_scores_gemma":[0.9988527,0.0002556962,0.0005358649,0.00003103154,0.0000431197,0.0002816237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07076079,0.00499352,0.7073126,0.001683962,0.001251461,0.0005505391,0.0001436823,0.0006650865,0.00315005,0.0002754654,0.004365795,0.204847],"study_design_scores_gemma":[0.008142883,0.04094882,0.9386496,0.0004656235,0.001137672,0.001472892,0.0001317031,0.001521866,0.001963396,0.0003239976,0.0052187,0.00002283153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937849,0.004135144,0.0001620467,0.0003635867,0.00008306788,0.00009572696,0.0004120084,0.00002424917,0.000939258],"genre_scores_gemma":[0.9981185,0.000769784,0.0002760615,0.0002163625,0.00008254829,0.0001005994,0.0002930608,0.000004110453,0.000138989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002609703,"threshold_uncertainty_score":0.008730292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180924621822551,"score_gpt":0.2533714445424051,"score_spread":0.2415621983241796,"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."}}