{"id":"W4412695735","doi":"10.34067/kid.0000000861","title":"Evaluation of a Protocol Managing the Cyclosporine and Nirmatrelvir/Ritonavir Interaction in Kidney Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Kidney transplant; Ritonavir; Protocol (science); Medicine; Kidney transplantation; Pharmacology; Internal medicine; Kidney; Human immunodeficiency virus (HIV); Virology; Antiretroviral therapy; Alternative medicine; Pathology; Viral load","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00282351,0.0001054331,0.0002440163,0.0002025592,0.00005589229,0.00001045325,0.00009105585,0.0000499154,0.00006267045],"category_scores_gemma":[0.01332967,0.0000705335,0.00005657298,0.0003863846,0.0001107786,0.00008187434,0.00008493941,0.0003125723,0.000004301486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111479,"about_ca_system_score_gemma":0.0004839536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003025754,"about_ca_topic_score_gemma":0.00004031917,"domain_scores_codex":[0.9982229,0.0002263361,0.0004303477,0.0002422062,0.000701209,0.0001769954],"domain_scores_gemma":[0.9984227,0.0008511715,0.00008526126,0.0002691411,0.0002530169,0.0001187368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003976059,0.001294332,0.6510145,0.004470176,0.0005593595,0.00003884856,0.002712424,0.0001515433,0.006049083,0.0006854929,0.007162469,0.3218857],"study_design_scores_gemma":[0.01353525,0.000443007,0.8784694,0.007130849,0.0005721793,0.000003775133,0.0002673626,0.03473281,0.002601783,0.005205944,0.05685745,0.0001801447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6130937,0.0001938551,0.0006100715,0.1619422,0.0008504892,0.1939417,0.00007671604,0.0001342979,0.02915698],"genre_scores_gemma":[0.9792751,0.00009468204,0.0000652369,0.001290399,0.00004274332,0.01881072,0.0000104537,0.000007602926,0.0004030556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3661814,"threshold_uncertainty_score":0.9949815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05720516862842716,"score_gpt":0.4655488516005379,"score_spread":0.4083436829721108,"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."}}