{"id":"W4285392788","doi":"10.1111/ctr.14766","title":"Granulocyte colony‐stimulating factor with or without immunosuppression reduction in neutropenic kidney transplant recipients","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Immunosuppression; Granulocyte colony-stimulating factor; Neutropenia; Cohort; Internal medicine; Kidney transplantation; Transplantation; Prospective cohort study; Surgery; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003825482,0.0002004292,0.0004780761,0.0001656751,0.000342362,0.00002182974,0.0001113431,0.00009726981,0.0007503903],"category_scores_gemma":[0.00002645659,0.0001529491,0.0001309584,0.0004706687,0.00009269942,0.0002017303,0.00001327304,0.0007831431,0.00001461621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710622,"about_ca_system_score_gemma":0.0003001801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601335,"about_ca_topic_score_gemma":0.00007442934,"domain_scores_codex":[0.9976922,0.0003469986,0.00076149,0.0005043054,0.0004095177,0.0002855266],"domain_scores_gemma":[0.9991465,0.0001603308,0.0001758197,0.0002558372,0.0000574777,0.0002040195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03229406,0.0008117044,0.9323781,0.0001730181,0.00009701055,0.0002486279,0.001445833,0.001195942,0.02722467,0.00002201646,0.0001386897,0.003970288],"study_design_scores_gemma":[0.01952699,0.005320052,0.9646784,0.0008460241,0.0005593529,0.001436552,0.000225494,0.0009846758,0.003415673,0.0000235094,0.002566328,0.0004169656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958995,0.00002795644,0.0007091365,0.0004762868,0.0009007214,0.001121124,0.0001344699,0.0001014894,0.0006293058],"genre_scores_gemma":[0.9971117,0.0004449993,0.0005957954,0.0003398822,0.0001399996,0.0002673315,0.0004670293,0.00004090898,0.0005923912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03230024,"threshold_uncertainty_score":0.8216247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06549503020234977,"score_gpt":0.3795393492458487,"score_spread":0.3140443190434989,"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."}}