{"id":"W4397025523","doi":"10.1681/asn.20213210s1319a","title":"Targeted Alteplase Administration to Improve Hemodialysis Catheter Patency: A Quality Improvement Pilot Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Hemodialysis; Medicine; Quality management; Intensive care medicine; Hemodialysis Catheter; Administration (probate law); Catheter; Surgery; Operations management; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01258199,0.0006617602,0.0005630264,0.0006022212,0.0007761672,0.001119497,0.0008183023,0.0006630345,0.001196224],"category_scores_gemma":[0.0086187,0.000285917,0.0009460628,0.0009403389,0.001138403,0.0006824219,0.001167289,0.0008899791,0.0001367747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003858777,"about_ca_system_score_gemma":0.009236385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116226,"about_ca_topic_score_gemma":0.01509548,"domain_scores_codex":[0.9928322,0.004448599,0.0004887799,0.0005592781,0.0008790189,0.0007921233],"domain_scores_gemma":[0.9874151,0.002967283,0.003093312,0.001020414,0.001907423,0.003596438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1483834,0.3323146,0.2054699,0.001240411,0.001652553,0.0003711774,0.004335861,0.003714779,0.009835171,0.0004349746,0.002562888,0.2896842],"study_design_scores_gemma":[0.07762493,0.5308205,0.3835627,0.0001084652,0.0007359135,0.0001143827,0.0007798853,0.002306373,0.002215694,0.0001093973,0.001568725,0.00005301536],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952109,0.0001852756,0.0006043271,0.0001925871,0.00002110657,0.003179606,0.0001518349,0.00002896441,0.0004253668],"genre_scores_gemma":[0.9930117,0.0002206309,0.00393308,0.0002617248,0.00004728169,0.00203337,0.0002691599,0.000004138791,0.0002189895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258199,"threshold_uncertainty_score":0.06654072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0478775103238047,"score_gpt":0.3715589682835886,"score_spread":0.3236814579597839,"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."}}