{"id":"W4205301776","doi":"10.1097/jmq.0000000000000034","title":"Implementation of a Standardized Alteplase Administration Algorithm to Improve Hemodialysis Adequacy","year":2022,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services; South Health Campus; Alberta Health Services","funders":"","keywords":"Hemodialysis; Administration (probate law); MEDLINE; Quality management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004592066,0.000112807,0.0007237943,0.0002249961,0.00007182261,0.00001340829,0.0002039958,0.00001883807,0.001881958],"category_scores_gemma":[0.0004560328,0.00008914342,0.0003854403,0.0005836422,0.0001292262,0.00005246019,0.0001199171,0.0002573718,0.000001828904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872749,"about_ca_system_score_gemma":0.0009003516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003496142,"about_ca_topic_score_gemma":0.00001729173,"domain_scores_codex":[0.9947489,0.0006227587,0.001208974,0.00017858,0.003057495,0.0001833289],"domain_scores_gemma":[0.9977506,0.0001611648,0.001004826,0.0002124772,0.0002533383,0.0006175662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001456282,0.0007127952,0.001394827,0.00005558075,0.0006180791,0.0001399346,0.0007476357,0.00001822519,0.000923166,0.0002784747,0.001694575,0.9919604],"study_design_scores_gemma":[0.07446747,0.1031752,0.300925,0.0007348529,0.01215305,0.0008044512,0.2671733,0.003804862,0.04162101,0.002045916,0.1907863,0.002308616],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359607,0.00006484456,0.04829987,0.01490829,0.0002205695,0.0002869779,0.0001242257,0.000008697345,0.0001258836],"genre_scores_gemma":[0.9931316,0.00004279732,0.004525825,0.00200561,0.0002033197,0.0000197418,0.00003234778,0.00001024504,0.00002848343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9896518,"threshold_uncertainty_score":0.9990305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774760237672333,"score_gpt":0.3919497140716304,"score_spread":0.3742021116949071,"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."}}