{"id":"W2294322526","doi":"10.1513/annalsats.201601-012oc","title":"Simulation Testing for Selection of Critical Care Medicine Trainees. A Pilot Feasibility Study","year":2016,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debriefing; Medicine; Concordance; Personality; Inter-rater reliability; Ranking (information retrieval); Big Five personality traits; Test (biology); Medical education; Clinical psychology; Family medicine; Psychology; Rating scale; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008604747,0.0001380635,0.0004385646,0.00004721241,0.0001449813,0.000002518193,0.0001183335,0.00003728033,0.0000287696],"category_scores_gemma":[0.006340422,0.00008297818,0.000197211,0.000799745,0.0006698105,0.00006436117,0.00002266928,0.0001039326,5.119944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183654,"about_ca_system_score_gemma":0.000328253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003727143,"about_ca_topic_score_gemma":0.000008260863,"domain_scores_codex":[0.9982882,0.0002215415,0.0005670188,0.0002888915,0.0004103335,0.0002240161],"domain_scores_gemma":[0.9907808,0.005151614,0.0005022257,0.0004384746,0.00302451,0.0001023438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005145935,0.0005548306,0.9645607,0.0006275994,0.00006037546,5.525832e-8,0.008447981,0.0006968559,0.004361139,0.00001507431,0.0002331548,0.01992767],"study_design_scores_gemma":[0.0008966988,0.0057154,0.952638,0.0003415009,0.0001959941,0.000001360691,0.03132312,0.004761604,0.003587952,0.0004182267,0.00001139623,0.0001087494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984632,0.00009112862,0.002831988,0.01079106,0.0001306894,0.001415845,0.00003427745,0.00004807615,0.00002500131],"genre_scores_gemma":[0.9962118,0.000002157388,0.00263154,0.0007801739,0.0002611963,0.00006172818,0.000005196608,0.00002359637,0.00002259065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287514,"threshold_uncertainty_score":0.7590535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3795659137022621,"score_gpt":0.5530905656907933,"score_spread":0.1735246519885312,"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."}}