{"id":"W3163348321","doi":"10.1007/978-3-030-43826-5_7","title":"Training SPs for Authentic Role Portrayal","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Process (computing); Authentic assessment; Psychology; Best practice; Training (meteorology); Association (psychology); Engineering ethics; Medical education; Applied psychology; Pedagogy; Computer science; Political science; Engineering; Medicine; Geography; Psychotherapist","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":[0.001160566,0.000547062,0.0001747897,0.0003316012,0.001371578,0.002093423,0.0006963816,0.001273379,0.04253297],"category_scores_gemma":[0.003240963,0.000294356,0.000271668,0.0002354485,0.001360819,0.003088828,0.00424813,0.003926809,0.01758496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007812793,"about_ca_system_score_gemma":0.002430186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007064537,"about_ca_topic_score_gemma":0.003064535,"domain_scores_codex":[0.9991685,0.0003559118,0.00001866762,0.00004441447,0.000301099,0.0001114252],"domain_scores_gemma":[0.998947,0.0003660441,0.00004015837,0.00008795461,0.000236373,0.0003225018],"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":[0.00004409517,0.0003350617,0.001193156,0.000302476,0.000004069269,0.0009665495,0.0192007,0.002462299,0.003112553,0.2558244,0.3562298,0.3603247],"study_design_scores_gemma":[0.000008363221,0.00008804044,0.0007272139,0.0006544894,0.000003019493,0.002341923,0.01099457,0.00182737,0.001167598,0.04724125,0.9349326,0.00001359195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01308707,0.001058402,0.04420926,0.01023858,0.00231679,0.0001117513,0.000060963,0.0003273714,0.9285898],"genre_scores_gemma":[0.1539649,0.002613961,0.0323329,0.003855577,0.0003497987,0.0001978743,0.0001554557,0.000353302,0.8061762],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04253297,"threshold_uncertainty_score":0.142287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1846224641207047,"score_gpt":0.4013115148563232,"score_spread":0.2166890507356185,"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."}}