{"id":"W4378084733","doi":"10.1177/20543581231174276","title":"Reduction in Thrombolytic Usage in Hemodialysis Patients Following a Quality Assurance Review: A Research Letter","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","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":"Medicine; Dialysis; Hemodialysis; Dialysis adequacy; Catheter; Confidence interval; Adverse effect; Hazard ratio; Emergency medicine; Internal medicine; Surgery","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":[0.04881608,0.0002379075,0.001152407,0.003801519,0.001046048,0.004107321,0.001340387,0.007154888,0.002852484],"category_scores_gemma":[0.2766319,0.0005278041,0.002028447,0.005441909,0.001511651,0.003631621,0.001086501,0.003189219,0.0004628488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006621779,"about_ca_system_score_gemma":0.01456315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004231009,"about_ca_topic_score_gemma":0.006789848,"domain_scores_codex":[0.9418258,0.0214326,0.02664315,0.002279605,0.00683445,0.0009843034],"domain_scores_gemma":[0.4301208,0.3282707,0.1159204,0.009354952,0.1066774,0.009655808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002194049,0.0007374921,0.06845417,0.09105252,0.002876233,0.002013097,0.003931555,0.0003221694,0.001037419,0.004084096,0.4752729,0.3480244],"study_design_scores_gemma":[0.003118289,0.002395262,0.1643891,0.1600717,0.007329717,0.006091833,0.007685061,0.00168467,0.001479515,0.00522236,0.6402026,0.0003299875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01306993,0.1486705,0.0005782057,0.8247303,0.009911638,0.0002315476,0.0004221152,0.00004177592,0.002343917],"genre_scores_gemma":[0.2046574,0.1849732,0.00424421,0.5539322,0.04958985,0.0008849578,0.0006141428,0.00004380213,0.001060154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04881608,"threshold_uncertainty_score":0.2581672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09584407706687871,"score_gpt":0.440958138614597,"score_spread":0.3451140615477183,"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."}}