{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01474643,0.0005825479,0.0006699351,0.00290281,0.0004582494,0.001700406,0.001091816,0.0009654022,0.001502708],"category_scores_gemma":[0.05273972,0.0003396262,0.0007760404,0.0008882225,0.0003845656,0.001864048,0.00139802,0.0006985005,0.0005367604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197047,"about_ca_system_score_gemma":0.003614869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696641,"about_ca_topic_score_gemma":0.002606988,"domain_scores_codex":[0.9900168,0.005196431,0.001742949,0.0003785095,0.002314372,0.0003510201],"domain_scores_gemma":[0.9554374,0.02727816,0.003299212,0.001124692,0.01139354,0.001466878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001494749,0.003249427,0.3628075,0.001024793,0.0002000217,0.0004548687,0.003596154,0.004557235,0.009817686,0.001983913,0.008692643,0.602121],"study_design_scores_gemma":[0.0009360831,0.01020378,0.6831816,0.002878255,0.0006942853,0.005710422,0.008710862,0.1875119,0.06134079,0.002825856,0.03550218,0.0005040609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766216,0.0008409841,0.1019039,0.001503289,0.0002915586,0.005703433,0.001033533,0.001388569,0.01071318],"genre_scores_gemma":[0.7386149,0.0006006972,0.2544041,0.0003118295,0.00004325152,0.003386264,0.000953853,0.00007985233,0.001605231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474643,"threshold_uncertainty_score":0.07798749,"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."}}