{"id":"W2060995479","doi":"10.1016/j.resuscitation.2012.01.015","title":"The development and assessment of an evaluation tool for pediatric resident competence in leading simulated pediatric resuscitations","year":2012,"lang":"en","type":"article","venue":"Resuscitation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"Laerdal Foundation for Acute Medicine","keywords":"Medicine; Competence (human resources); Competency assessment; Intensive care medicine; Medical physics; Medical education","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":[0.00348131,0.0001110649,0.0001615225,0.0003956222,0.0002874694,0.00002928572,0.00006130159,0.00007727853,0.000006962588],"category_scores_gemma":[0.001181984,0.00009698606,0.00002699204,0.0006711702,0.00002932754,0.0003344534,0.00001217944,0.0001263732,0.000002088414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752721,"about_ca_system_score_gemma":0.00116312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003491232,"about_ca_topic_score_gemma":0.00005582991,"domain_scores_codex":[0.9979209,0.0002582082,0.0007458136,0.0002177789,0.0005862265,0.0002710745],"domain_scores_gemma":[0.9959964,0.002342785,0.0003170111,0.0002246128,0.001007579,0.0001116425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008681202,0.0001030987,0.981248,0.0003049674,0.000008385225,9.861748e-8,0.006642621,0.006902353,0.0001157237,0.001407014,0.00004324648,0.003137666],"study_design_scores_gemma":[0.00123675,0.00009262336,0.9429549,0.00003768006,0.00009044418,6.228435e-7,0.002454812,0.0524369,0.0001076809,0.0004558702,0.00003667978,0.00009505708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955283,0.0005690064,0.0009468125,0.0005751873,0.000421933,0.001848659,0.000005322663,0.00002402661,0.00008071111],"genre_scores_gemma":[0.9781387,0.00004736225,0.02102476,0.00003367679,0.0003017903,0.0002250091,0.0001898834,0.00001657288,0.0000221957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04553455,"threshold_uncertainty_score":0.3954977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08998041096216901,"score_gpt":0.4422891673410936,"score_spread":0.3523087563789246,"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."}}