{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05934772,0.0007939356,0.0005203421,0.001562088,0.00143702,0.005233132,0.003442994,0.00304949,0.005600612],"category_scores_gemma":[0.09512574,0.0003847112,0.0009863258,0.0009037494,0.004710509,0.005731643,0.0115566,0.005727362,0.003235073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901528,"about_ca_system_score_gemma":0.01562081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007090576,"about_ca_topic_score_gemma":0.001345185,"domain_scores_codex":[0.9284341,0.05153803,0.005477575,0.001473044,0.01188738,0.001189906],"domain_scores_gemma":[0.9319504,0.02797192,0.008814604,0.008191315,0.01586398,0.007207775],"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":[0.0002515014,0.001071537,0.004957224,0.003038413,0.0001143563,0.0004401734,0.02200423,0.009895584,0.005310266,0.279683,0.05898888,0.6142449],"study_design_scores_gemma":[0.000205988,0.0009842718,0.003153541,0.005783463,0.00009267621,0.002270312,0.007111617,0.04617403,0.0125034,0.1794048,0.7419821,0.0003337011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01045597,0.0007538911,0.9385716,0.01860233,0.001164691,0.003690099,0.0001445719,0.001547209,0.02506974],"genre_scores_gemma":[0.0751869,0.0008500335,0.9118886,0.002647315,0.0002921454,0.003427736,0.0003030456,0.0002749485,0.005129294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05934772,"threshold_uncertainty_score":0.3138645,"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."}}