{"id":"W2411129261","doi":"10.2215/cjn.08940815","title":"Achieving Procedural Competence during Nephrology Fellowship Training: Current Requirements and Educational Research","year":2016,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Ottawa Hospital; University of Ottawa","funders":"Royal Australasian College of Physicians; American Society of Nephrology","keywords":"Medicine; Nephrology; Competence (human resources); Hemodialysis Catheter; Internal medicine; Medical education; Intensive care medicine; Hemodialysis; Psychology","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":[0.08764552,0.0004507539,0.00132285,0.002073009,0.001572744,0.006179335,0.004128422,0.003632706,0.003270913],"category_scores_gemma":[0.1971465,0.0004202476,0.0006482633,0.001547265,0.003619755,0.007986204,0.003904277,0.003423098,0.0008719304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049662,"about_ca_system_score_gemma":0.02749028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008671791,"about_ca_topic_score_gemma":0.01359594,"domain_scores_codex":[0.9505596,0.01858571,0.008758149,0.003148014,0.01610316,0.0028454],"domain_scores_gemma":[0.7070221,0.1893217,0.01723026,0.005772819,0.06544425,0.01520888],"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":[0.0002452261,0.00072684,0.03581691,0.0117604,0.00005824924,0.0001610999,0.004313322,0.0009706161,0.001199477,0.01067765,0.01361681,0.9204534],"study_design_scores_gemma":[0.0002374027,0.004759579,0.4431452,0.09936666,0.0003611928,0.003199864,0.05533293,0.009417894,0.007690349,0.03703014,0.3388935,0.000565224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1274308,0.4158535,0.01789076,0.3888849,0.003457193,0.0005815501,0.0006336041,0.0003614817,0.04490623],"genre_scores_gemma":[0.6932033,0.2306907,0.05360083,0.01607261,0.002376811,0.001173135,0.0009264754,0.0001440805,0.001812101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08764552,"threshold_uncertainty_score":0.4635193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3009248893254969,"score_gpt":0.5145987789365893,"score_spread":0.2136738896110924,"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."}}