{"id":"W2487948895","doi":"10.1097/sih.0000000000000190","title":"Simulation in Healthcare","year":2016,"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":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gratitude; Pride; Health care; Impact factor; Publication; Publishing; Theme (computing); Public relations; Psychology; Sociology; Political science; Library science; Law; Computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006410436,0.0006869017,0.001327629,0.0009199441,0.0007059262,0.0000546904,0.0007384517,0.0009798283,0.00004588148],"category_scores_gemma":[0.003131916,0.0004525706,0.001184631,0.003077917,0.0002707518,0.0008290196,0.0001161526,0.00187254,0.00001088011],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00580935,"about_ca_system_score_gemma":0.003087413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927129,"about_ca_topic_score_gemma":0.002063738,"domain_scores_codex":[0.9891804,0.002021458,0.004792183,0.000780037,0.001831211,0.001394703],"domain_scores_gemma":[0.974439,0.01635023,0.002823571,0.001481133,0.00429881,0.0006073056],"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":[0.001073836,0.0001302457,0.434781,0.0008910014,0.00003129415,0.000001973011,0.00375714,0.5553359,0.00001659195,0.0004709359,0.00005196472,0.003458008],"study_design_scores_gemma":[0.00724475,0.0006674003,0.4685478,0.002919452,0.00007919392,0.00001847513,0.002106035,0.5063528,0.00003751298,0.01085876,0.0007073774,0.0004605239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6989343,0.003092734,0.004744583,0.284107,0.00268614,0.006211642,0.0001318369,0.00008486652,0.000006905514],"genre_scores_gemma":[0.9890653,0.0003192367,0.0008945154,0.008152734,0.001086393,0.0001539034,0.00005639652,0.0001596772,0.0001118592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290131,"threshold_uncertainty_score":0.9997926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06465965032671762,"score_gpt":0.4165368094881812,"score_spread":0.3518771591614636,"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."}}