{"id":"W2328917587","doi":"10.1097/nur.0b013e3181f903b8","title":"Hemodialysis Arteriovenous Fistula Self-cannulation","year":2010,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Documentation; Nursing; Process (computing); Medicine; Nursing process; Resource (disambiguation); Nursing theory; Nursing care; Arteriovenous fistula; Medical education; Psychology; MEDLINE; Computer science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00607681,0.0002032037,0.0001916784,0.0008395119,0.0007559328,0.001706788,0.001034751,0.0008255179,0.002136744],"category_scores_gemma":[0.01432423,0.0001120257,0.0003559337,0.000327206,0.002212016,0.001129493,0.001720284,0.001332866,0.0003883661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533317,"about_ca_system_score_gemma":0.003934095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009142399,"about_ca_topic_score_gemma":0.001246686,"domain_scores_codex":[0.9958378,0.002544033,0.0002393449,0.0001740142,0.001046194,0.0001585814],"domain_scores_gemma":[0.9924091,0.004912999,0.0006068149,0.0005703315,0.001259194,0.0002415366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001008124,0.0004322419,0.01548907,0.001163176,0.00002844505,0.002352134,0.01803892,0.001782286,0.003206336,0.060395,0.009041846,0.8879698],"study_design_scores_gemma":[0.0001768318,0.001855593,0.04154195,0.006836362,0.0001660929,0.05625669,0.01829236,0.02696197,0.03514548,0.1258517,0.6867041,0.0002108965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3957972,0.03247569,0.3101225,0.02022588,0.003900099,0.00167636,0.000106675,0.001297919,0.2343977],"genre_scores_gemma":[0.8727877,0.008329857,0.09747443,0.001852709,0.0003064651,0.0002675344,0.00006171891,0.00007920589,0.01884036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00607681,"threshold_uncertainty_score":0.03213763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565593009396324,"score_gpt":0.418195170741421,"score_spread":0.3725392406474577,"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."}}