{"id":"W2808329087","doi":"10.2215/cjn.01260118","title":"Training Nephrology Fellows in Temporary Hemodialysis Catheters and Kidney Biopsies Is Not Needed and Should Not Be Required","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Society of Nephrology","keywords":"Medicine; Nephrology; Hemodialysis; Hemodialysis Catheter; Intensive care medicine; Internal medicine; Urology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01850388,0.0006146485,0.001245538,0.001013067,0.005457202,0.006263785,0.003378198,0.01784963,0.03896741],"category_scores_gemma":[0.09445009,0.0008178459,0.001389151,0.0004756892,0.00758498,0.01032241,0.006881959,0.02343404,0.02783307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00305263,"about_ca_system_score_gemma":0.01141474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003950974,"about_ca_topic_score_gemma":0.01221375,"domain_scores_codex":[0.983082,0.004250747,0.001198493,0.002631023,0.00592073,0.002917013],"domain_scores_gemma":[0.8678381,0.02132097,0.007898143,0.008172378,0.03510309,0.05966733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006164097,0.0001033439,0.001727904,0.0002592921,0.00002617341,0.000495691,0.0008024197,0.00006138298,0.0004377559,0.00342183,0.9520883,0.04051431],"study_design_scores_gemma":[0.00008569232,0.0001636839,0.005373559,0.001934484,0.00003481513,0.001695952,0.002748515,0.0001698021,0.0004642438,0.01096963,0.9762695,0.00009022292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002668783,0.003897136,0.001771183,0.8520848,0.1154926,0.00006897759,0.00007242508,0.0002479846,0.02369622],"genre_scores_gemma":[0.03971758,0.007267317,0.006428854,0.8080903,0.1018152,0.0002027822,0.0001966274,0.0003176078,0.03596377],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03896741,"threshold_uncertainty_score":0.1303589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783797501327841,"score_gpt":0.4294298973603745,"score_spread":0.2510501472275904,"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."}}