{"id":"W2106786889","doi":"10.1681/asn.2012121234","title":"Temporal Risk Profile for Infectious and Noninfectious Complications of Hemodialysis Access","year":2013,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Humber River Regional Hospital; Foothills Medical Centre; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Health Canada; Vifor Pharma; Amgen","keywords":"Medicine; Hemodialysis; Complication; Interquartile range; Surgery; Dialysis; Hemodialysis access; Sepsis; Proportional hazards model; Expanded access; Emergency medicine; Intensive care medicine; Vascular access; Internal medicine","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":[0.001745969,0.0001114442,0.0001884113,0.0006798063,0.0002081737,0.0004979463,0.0003398155,0.0003209518,0.001296077],"category_scores_gemma":[0.007972815,0.0002039947,0.0005072058,0.0009830887,0.0001674545,0.0005620013,0.0004727895,0.0007541203,0.000154228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893799,"about_ca_system_score_gemma":0.0004092437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007074979,"about_ca_topic_score_gemma":0.006820953,"domain_scores_codex":[0.9992506,0.000218524,0.0000996926,0.0001723781,0.0001522109,0.0001065912],"domain_scores_gemma":[0.9925469,0.002252271,0.003584657,0.0005729093,0.0005988306,0.0004444448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008074444,0.00001392728,0.9978687,0.000004934352,0.00003672525,0.00003545815,0.00007007476,0.0002114685,0.00009331418,0.00007515581,0.0000545142,0.001454988],"study_design_scores_gemma":[0.000002722591,0.0000580694,0.9973164,0.000006399496,0.00002234225,0.0002095324,0.0001221898,0.001831373,0.00007613747,0.0001417594,0.0002063704,0.000006643796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973738,0.0003478203,0.0009500016,0.00009639516,0.000004055142,0.000008847805,0.0007253601,0.000009681061,0.0004840819],"genre_scores_gemma":[0.9986576,0.0001192224,0.000339648,0.00001411144,0.000007197777,0.000009803372,0.000709429,0.000003420628,0.0001396044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007074979,"threshold_uncertainty_score":0.01406759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963901167099742,"score_gpt":0.3550309039921372,"score_spread":0.3253918923211397,"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."}}