{"id":"W2097312632","doi":"10.1111/hdi.12372","title":"The use of vascular access audit and infections in home hemodialysis","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Centre Hospitalier Universitaire de Québec; Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; Vascular access; Home hemodialysis; Dialysis; Hemodialysis; Audit; Checklist; Internal medicine; Emergency medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002910321,0.0001745407,0.0002659335,0.001151695,0.0004852113,0.001001311,0.000439599,0.0003982205,0.0008935418],"category_scores_gemma":[0.01758485,0.00032751,0.0004842957,0.001311875,0.0004229187,0.000921147,0.001010615,0.0009775124,0.00009103969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007248179,"about_ca_system_score_gemma":0.000885926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004983071,"about_ca_topic_score_gemma":0.006840881,"domain_scores_codex":[0.9958652,0.001554947,0.000649985,0.0003810819,0.001181828,0.0003669203],"domain_scores_gemma":[0.9772382,0.004622186,0.01505513,0.0007412251,0.001243372,0.001099902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002240531,0.00002164488,0.9988908,0.000007580777,0.00001290909,0.0000250323,0.00003663337,0.00001489537,0.00001656091,0.000006276617,0.00002634691,0.0009188299],"study_design_scores_gemma":[0.000001745413,0.0000727258,0.9992842,0.00002206444,0.0000109059,0.0002301131,0.0001287182,0.0001314832,0.00004136033,0.00001189157,0.00006083769,0.000003908041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988031,0.0004353538,0.0001345283,0.00006239968,0.000008312152,0.00001772476,0.0001692562,0.000004206918,0.0003650794],"genre_scores_gemma":[0.9994185,0.0001907149,0.0001797002,0.00003220866,0.000008668225,0.000008166101,0.0001134709,0.000001408469,0.00004723651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004983071,"threshold_uncertainty_score":0.01539141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09543594407184354,"score_gpt":0.3711375848896648,"score_spread":0.2757016408178212,"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."}}