{"id":"W2109995080","doi":"10.1002/jhm.570","title":"Improving internal medicine residents' performance, knowledge, and confidence in central venous catheterization using simulators","year":2009,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; University of Ottawa","funders":"","keywords":"Medicine; Confidence interval; Checklist; Likert scale; Physical therapy; Internal 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":[0.001890484,0.0002141083,0.0002749305,0.0002224552,0.0001161095,0.0003362758,0.0002289258,0.0003643924,0.001702822],"category_scores_gemma":[0.01127708,0.0001141939,0.0001881331,0.000170359,0.0003132722,0.0003250154,0.0004755936,0.0003652826,0.0002894312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961681,"about_ca_system_score_gemma":0.0005616904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004659556,"about_ca_topic_score_gemma":0.0008123709,"domain_scores_codex":[0.9992263,0.0002800828,0.00004913945,0.00006748334,0.000244531,0.0001323161],"domain_scores_gemma":[0.99468,0.002030108,0.001638368,0.0001721784,0.0005021684,0.000977178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005582409,0.001479222,0.9563876,0.0001454327,0.00008706413,0.00007241131,0.0004648819,0.0005238072,0.002435434,0.0000222075,0.0003838845,0.03743966],"study_design_scores_gemma":[0.00002193277,0.003218989,0.9951814,0.00002935862,0.00002423138,0.0001662633,0.0001334255,0.0003307039,0.0006593821,0.0000168243,0.0002129296,0.000004489397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992431,0.0001537074,0.00007741591,0.00006678979,0.000002832537,0.00001044158,0.00001790761,0.000006045033,0.000421814],"genre_scores_gemma":[0.9993784,0.0001297682,0.000266946,0.00003221978,0.000009208824,0.0000128561,0.00004330811,8.367902e-7,0.0001263624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001890484,"threshold_uncertainty_score":0.009997964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769268070392034,"score_gpt":0.3375743340754265,"score_spread":0.3198816533715062,"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."}}