{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006253861,0.0001865378,0.0005601921,0.0006111987,0.00007138486,0.000009549073,0.0001119433,0.00009847268,0.00006982386],"category_scores_gemma":[0.0007384184,0.0001408969,0.00004145415,0.0004000165,0.0001738898,0.000296555,0.00001484455,0.0004416006,0.000001246402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172205,"about_ca_system_score_gemma":0.0003740408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003620417,"about_ca_topic_score_gemma":0.000004091969,"domain_scores_codex":[0.9978813,0.00006177255,0.001082382,0.0001899985,0.0004835091,0.0003010365],"domain_scores_gemma":[0.9979929,0.00021004,0.0006289696,0.000167531,0.0006615106,0.0003389961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003743993,0.0003259274,0.969641,0.0002820657,0.00002753131,0.00009888491,0.01377649,0.0006090158,0.002831169,0.00006005191,0.0001637356,0.01180968],"study_design_scores_gemma":[0.003675282,0.007827041,0.9664899,0.004386951,0.0001211472,0.0003005278,0.001945708,0.01462035,0.0003239922,0.0001522539,0.00002593047,0.0001309606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906465,0.00293031,0.0007292661,0.003527306,0.001749432,0.0002905237,5.619034e-7,0.00001288107,0.0001132223],"genre_scores_gemma":[0.9971374,0.0002820506,0.0003387707,0.0004336957,0.001748656,8.760905e-7,0.000004843796,0.00001793864,0.00003576626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01401133,"threshold_uncertainty_score":0.574561,"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."}}