{"id":"W2402602621","doi":"10.3233/978-1-60750-706-2-150","title":"Progressive Simulation-Based Program for Training Cardiac Surgery-Related Skills","year":2011,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Summative assessment; Formative assessment; Modular design; Computer science; Simulation training; Training (meteorology); Simulation; Medical physics; Medicine; Psychology; Mathematics education","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":[0.001092614,0.0006936263,0.0001939814,0.0004575352,0.0002251704,0.000329126,0.0009334552,0.0003219355,0.005952015],"category_scores_gemma":[0.003168843,0.0001373157,0.0003583222,0.0002366554,0.000282761,0.0002831781,0.001253182,0.0005613466,0.000861134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003385376,"about_ca_system_score_gemma":0.00112619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000486371,"about_ca_topic_score_gemma":0.0009050239,"domain_scores_codex":[0.9995733,0.0002011375,0.00002121988,0.00007526531,0.00008929363,0.00003988164],"domain_scores_gemma":[0.9988666,0.0005641055,0.00006125586,0.000132873,0.0001066152,0.0002686712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002392857,0.03830309,0.01277847,0.0006997742,0.0001215594,0.0003171007,0.002617718,0.09387808,0.07065164,0.006913714,0.00705975,0.7642661],"study_design_scores_gemma":[0.004714352,0.07545588,0.08044643,0.0004807386,0.0004783518,0.00151669,0.001411893,0.5609185,0.1423063,0.01681883,0.1150905,0.0003615746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6784872,0.00008749672,0.2964767,0.0002504053,0.00008838074,0.006372432,0.000554147,0.002563793,0.0151195],"genre_scores_gemma":[0.6424552,0.0001733268,0.3458976,0.0001284677,0.00002137861,0.004294457,0.0008707592,0.00009634115,0.00606242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005952015,"threshold_uncertainty_score":0.01991141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273027172333619,"score_gpt":0.4425641624275867,"score_spread":0.3152614451942248,"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."}}