{"id":"W3035027749","doi":"10.1017/cem.2020.388","title":"Relationship between ratings of performance in the simulated and workplace environments among emergency medicine residents","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Concordance; Concordance correlation coefficient; Specialty; Resuscitation; Positive correlation; Association (psychology); Family medicine; Emergency medicine; Internal medicine; Psychology; Statistics","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":[0.001296766,0.0002420652,0.0002380739,0.0005640911,0.000420078,0.0008251199,0.0004038538,0.0007975503,0.003588],"category_scores_gemma":[0.01422782,0.0002702716,0.0004399681,0.0002636198,0.000539628,0.0004706725,0.0009413572,0.001037976,0.000533735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081054,"about_ca_system_score_gemma":0.0004007715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007649772,"about_ca_topic_score_gemma":0.01096818,"domain_scores_codex":[0.9987751,0.000401642,0.0001257643,0.0001203288,0.0003721084,0.0002051789],"domain_scores_gemma":[0.9859632,0.005484838,0.003146839,0.0003796229,0.001907285,0.003118402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008028659,0.0009533059,0.9896068,0.00003318186,0.0001320075,0.0001092943,0.002510929,0.0004015522,0.001059983,0.00005820394,0.0003707245,0.003961131],"study_design_scores_gemma":[0.000007918898,0.0004332146,0.9971966,0.000006345669,0.000009378138,0.00004066078,0.001673067,0.0003639632,0.0001072197,0.00002035983,0.0001322162,0.000009211004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989336,0.00002034118,0.0000372609,0.00004146737,0.000005887171,0.00000631682,0.00005714584,0.000002874387,0.0008950838],"genre_scores_gemma":[0.9992017,0.00002352198,0.00008118734,0.00001942954,0.000005552424,0.000008543962,0.0001287244,0.000001583777,0.0005297544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007649772,"threshold_uncertainty_score":0.01521051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1647648674604134,"score_gpt":0.3826305591127789,"score_spread":0.2178656916523655,"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."}}