{"id":"W2141213989","doi":"10.1186/s40697-015-0042-0","title":"Should Temporary Hemodialysis Catheter Insertion Remain a Requirement of Nephrology Residency Training?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Hemodialysis Catheter; Medicine; Hemodialysis; Specialty; Nephrology; Vascular access; Intensive care medicine; Catheter; Internal medicine; Medical education; Surgery; Family medicine","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":[0.004215125,0.000223434,0.001294873,0.0006495178,0.000297668,0.001419491,0.0008706946,0.002029721,0.003098702],"category_scores_gemma":[0.03363173,0.0002127003,0.000637379,0.001072319,0.0006361266,0.002155144,0.0004551673,0.001097281,0.0008742786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129522,"about_ca_system_score_gemma":0.007568493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002957927,"about_ca_topic_score_gemma":0.006282842,"domain_scores_codex":[0.9977711,0.0007218495,0.0005596137,0.0002171277,0.0006023903,0.0001278461],"domain_scores_gemma":[0.9730105,0.01421482,0.007269949,0.0003325584,0.004429215,0.0007429214],"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":[0.0004641065,0.00006896182,0.008620278,0.1801921,0.0006342313,0.001115075,0.0006302572,0.0002588587,0.0007471239,0.002460553,0.07636382,0.7284447],"study_design_scores_gemma":[0.0002652005,0.0005303766,0.04752205,0.3576255,0.003042804,0.01207049,0.003835148,0.0004056364,0.00114351,0.003009331,0.5704399,0.0001099749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.002026658,0.9844248,0.00008534431,0.01068415,0.001459593,0.00001300315,0.00005472996,0.000006733251,0.001244827],"genre_scores_gemma":[0.03404213,0.9569883,0.0004087764,0.005403187,0.002644551,0.00003827374,0.0001202884,0.000006742637,0.0003478311],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004215125,"threshold_uncertainty_score":0.02229196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280115993920614,"score_gpt":0.3646749189616834,"score_spread":0.236663319569622,"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."}}