{"id":"W2320455455","doi":"10.15766/mep_2374-8265.592","title":"CMS Transportable Simulation-Based Training Curriculum in Patient Safety","year":2009,"lang":"en","type":"article","venue":"MedEdPORTAL","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Curriculum; Landmark; Medical education; Patient safety; Training (meteorology); Process (computing); Computer science; Medical physics; Medicine; Psychology; Artificial intelligence; Pedagogy; Political science; Operating system; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002701544,0.0002265248,0.000392698,0.0002880319,0.0001043302,0.00001323711,0.00006872771,0.0001437725,0.001353126],"category_scores_gemma":[0.0001559093,0.0002087135,0.0001259668,0.000633365,0.00003532425,0.0001168825,0.000002140503,0.0002912498,0.00003535471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611617,"about_ca_system_score_gemma":0.0007381017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002585792,"about_ca_topic_score_gemma":0.00008256127,"domain_scores_codex":[0.9978068,0.00004777323,0.0008242959,0.0003843142,0.000499923,0.0004368215],"domain_scores_gemma":[0.9987258,0.0002598568,0.0001631559,0.0003455918,0.0002247383,0.0002808792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449238,0.000495782,0.7036534,0.00006026983,0.00001019573,0.0001199988,0.004411743,0.2763545,0.00004886647,0.0001778429,0.0001217168,0.01440076],"study_design_scores_gemma":[0.002600025,0.0004751393,0.8157482,0.0003114239,0.00005185044,0.00001129326,0.002851503,0.1749301,0.0002836992,0.0002272125,0.002160963,0.0003486062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919122,0.0001416747,0.0007931775,0.00297924,0.0004133977,0.0008327416,0.00001712356,0.000147218,0.002763167],"genre_scores_gemma":[0.9958984,0.000001747965,0.001093249,0.002156948,0.0001830506,0.00003472902,0.0004729351,0.00002582694,0.0001331502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1120948,"threshold_uncertainty_score":0.9995598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154286546601351,"score_gpt":0.3383757592784881,"score_spread":0.3068328938124746,"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."}}