{"id":"W2767744227","doi":"10.1080/14703297.2017.1399808","title":"Proposing a model to embed a simulated-person methodology program within higher education","year":2017,"lang":"en","type":"article","venue":"Innovations in Education and Teaching International","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; York University","funders":"University of Florida","keywords":"Experiential learning; Computer science; Work (physics); Teaching method; Field (mathematics); Mathematics education; Pedagogy; 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":[0.009230806,0.0008995595,0.0003226309,0.001785437,0.002299831,0.005980452,0.003270692,0.003426571,0.009263982],"category_scores_gemma":[0.01141018,0.0005607071,0.001226992,0.0009621484,0.004507911,0.007855272,0.005931803,0.002543992,0.002657088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004119297,"about_ca_system_score_gemma":0.01269272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013589,"about_ca_topic_score_gemma":0.004114188,"domain_scores_codex":[0.9919364,0.005045146,0.0002968197,0.0008025881,0.001364879,0.0005541028],"domain_scores_gemma":[0.9928858,0.002872989,0.0005810932,0.001027768,0.001224374,0.001408158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001693496,0.001807222,0.005895644,0.0006651476,0.00005703523,0.0004961974,0.01618409,0.03229625,0.002812174,0.7978625,0.008154239,0.1336001],"study_design_scores_gemma":[0.000548665,0.002942235,0.003197743,0.001722799,0.0001207618,0.001510201,0.01214594,0.1600441,0.006205155,0.4058531,0.4054695,0.000239842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01755782,0.0001694596,0.8828408,0.007072296,0.0003017137,0.001627312,0.00005656088,0.0009910848,0.08938294],"genre_scores_gemma":[0.2189786,0.0003720818,0.761737,0.001127427,0.00005835373,0.002514187,0.0001229087,0.0001425406,0.01494694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009263982,"threshold_uncertainty_score":0.04881775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951733579195059,"score_gpt":0.5182245095677918,"score_spread":0.3230511516482858,"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."}}