{"id":"W2109344474","doi":"10.1093/ndt/gfh841","title":"Estimation of heparin leak into the systemic circulation after central venous catheter heparin lock","year":2005,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Heparin; Catheter; Leak; Central venous catheter; Vascular access; Activated clotting time; Surgery; Lock (firearm); Anesthesia; Hemodialysis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000775738,0.000416822,0.0003771413,0.0003674767,0.000138523,0.0006224915,0.0002340655,0.0004001883,0.0006235333],"category_scores_gemma":[0.001664713,0.0001331719,0.0002946404,0.0002106084,0.0004394035,0.000455384,0.0002711686,0.0006393446,0.0001695227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353776,"about_ca_system_score_gemma":0.0002026526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002896932,"about_ca_topic_score_gemma":0.000214437,"domain_scores_codex":[0.9992424,0.0002816935,0.00006684697,0.0000815805,0.0002595139,0.00006789577],"domain_scores_gemma":[0.9982793,0.0007970616,0.0004496412,0.0001171556,0.0002669934,0.00008981586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002443582,0.0002361727,0.02513623,0.0004066006,0.00007753585,0.0002555619,0.0003091969,0.000342082,0.9541695,0.0000614544,0.00008588297,0.0164761],"study_design_scores_gemma":[0.00003987625,0.006614386,0.05623937,0.0000333595,0.0001154042,0.0009644155,0.0001981665,0.004097422,0.9308434,0.00004786893,0.0007810984,0.00002532719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887382,0.003035408,0.007605654,0.00002475039,0.0000243852,0.00006241962,0.00009354115,0.00006743456,0.0003482144],"genre_scores_gemma":[0.9916665,0.001029983,0.006500307,0.0000477433,0.00002351168,0.00004971914,0.0002324269,0.00001255448,0.0004372584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000775738,"threshold_uncertainty_score":0.004102528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402341397437679,"score_gpt":0.2926146969401822,"score_spread":0.2785912829658054,"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."}}