{"id":"W2322141813","doi":"10.1097/sih.0000000000000072","title":"Promoting Excellence and Reflective Learning in Simulation (PEARLS)","year":2015,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1040,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Debriefing; Excellence; Medical education; Teamwork; Computer science; Knowledge management; Psychology; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006802227,0.0003736124,0.0007629727,0.0005050981,0.0004904903,0.00004983367,0.0002932179,0.0004881261,0.000005471152],"category_scores_gemma":[0.003426276,0.0002902311,0.0003809251,0.002032192,0.0001578346,0.0005565223,0.00008391282,0.001929041,0.00000162161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871179,"about_ca_system_score_gemma":0.00198089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140957,"about_ca_topic_score_gemma":0.0005562364,"domain_scores_codex":[0.9936091,0.001577701,0.002530409,0.0004686688,0.001105105,0.0007089579],"domain_scores_gemma":[0.9875168,0.006870898,0.001703504,0.0005192798,0.002998816,0.0003906753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006011628,0.00005822271,0.4093151,0.0005090849,0.00001388896,9.52641e-7,0.02653533,0.5612605,0.000005435002,0.00006258891,0.000009046636,0.001628707],"study_design_scores_gemma":[0.003282346,0.0005154447,0.2258896,0.001157929,0.00003924588,0.00001485363,0.008210521,0.7561283,0.00001119561,0.004406146,0.0001504135,0.0001940427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310229,0.002809165,0.001628565,0.05965312,0.001050697,0.003765753,0.00001156241,0.00004823253,0.000009942457],"genre_scores_gemma":[0.9961813,0.0001186982,0.0009158546,0.002048093,0.0005252938,0.00006211821,0.00002346229,0.00007611127,0.00004904787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1948678,"threshold_uncertainty_score":0.999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09242389566132649,"score_gpt":0.4329999456347396,"score_spread":0.3405760499734132,"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."}}