{"id":"W2943459615","doi":"10.1136/bmjstel-2019-000467","title":"University of Ottawa’s Department of Emergency Medicine simulation boot camp: a descriptive review","year":2019,"lang":"en","type":"review","venue":"BMJ Simulation & Technology Enhanced Learning","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Boot camp; Curriculum; Medical education; Context (archaeology); Competency assessment; Medical school; Medicine; Emergency department; Nursing; Psychology; Pedagogy; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009314978,0.0003973919,0.002428512,0.001116289,0.0001040332,0.000001036339,0.0002305999,0.0008137094,0.001442188],"category_scores_gemma":[0.007725955,0.0003740678,0.0003198411,0.002622059,0.0002619625,0.00009791088,0.00009419825,0.001045359,0.00008074657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398524,"about_ca_system_score_gemma":0.0005319339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001018984,"about_ca_topic_score_gemma":0.000002426103,"domain_scores_codex":[0.9964487,0.0002568166,0.001891273,0.0005567381,0.0005654863,0.0002809782],"domain_scores_gemma":[0.9939525,0.000293022,0.003121419,0.0007545745,0.001830694,0.00004786323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003251083,0.0001320309,0.0001134109,0.04850211,0.0003194591,0.000003455232,0.0002461896,0.007423581,0.00001824753,0.0003177568,0.0008895678,0.9420017],"study_design_scores_gemma":[0.0006416933,0.0004719987,0.00006898824,0.07300925,0.002522967,0.000007361005,0.0003500206,0.005232739,0.00001464285,0.00006300322,0.9173319,0.0002854213],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002237109,0.9569613,0.03590547,0.0003520031,0.0006233532,0.004118938,0.000007687279,0.0001868558,0.001620648],"genre_scores_gemma":[0.0166818,0.978179,0.002304377,0.00002980379,0.0001227223,0.00003940725,0.0007412773,0.00006004715,0.001841567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9417163,"threshold_uncertainty_score":0.9998711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08036981606184276,"score_gpt":0.4310140877257719,"score_spread":0.3506442716639292,"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."}}