{"id":"W2799596194","doi":"","title":"Student based research in medical simulation: Extending CanMEDS beyond the undergraduate curriculum","year":2017,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Curriculum; Undergraduate research; Medical education; Computer science; Mathematics education; Engineering ethics; Pedagogy; Sociology; Medicine; Psychology; Engineering","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":[0.06022363,0.0007846903,0.0007802314,0.002656933,0.002195148,0.00895812,0.00715244,0.00298562,0.02309423],"category_scores_gemma":[0.09767323,0.0007540963,0.001111787,0.001621195,0.002398337,0.008244835,0.01813576,0.004023764,0.004403668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426923,"about_ca_system_score_gemma":0.03032114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274072,"about_ca_topic_score_gemma":0.01084592,"domain_scores_codex":[0.9755386,0.01739436,0.0009585537,0.0009816685,0.003999669,0.001127198],"domain_scores_gemma":[0.8753662,0.05342768,0.003572241,0.02001934,0.01506852,0.03254603],"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":[0.0003852961,0.004357998,0.02149006,0.001061246,0.0001395948,0.0001880981,0.01545502,0.005460949,0.0009836338,0.06859442,0.07416891,0.8077148],"study_design_scores_gemma":[0.0004500363,0.002688209,0.02038911,0.00513183,0.0001321915,0.000794864,0.01697921,0.02086077,0.002866694,0.2002445,0.729205,0.0002575096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1294183,0.006896157,0.3002828,0.2320645,0.006461776,0.00320708,0.001407314,0.006915104,0.3133471],"genre_scores_gemma":[0.5309643,0.006408738,0.3989459,0.02480049,0.001858367,0.003045395,0.001859286,0.00114332,0.03097418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06022363,"threshold_uncertainty_score":0.3184968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559427192797635,"score_gpt":0.3104381198350435,"score_spread":0.2848438479070671,"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."}}